Coding system – Canttot http://canttot.com/ Fri, 30 Sep 2022 02:05:40 +0000 en-US hourly 1 https://wordpress.org/?v=5.9.3 https://canttot.com/wp-content/uploads/2021/07/cropped-icon-32x32.png Coding system – Canttot http://canttot.com/ 32 32 Solving the Last Mile of Healthcare: 3 Ways to Better Reach Patients https://canttot.com/solving-the-last-mile-of-healthcare-3-ways-to-better-reach-patients/ Thu, 29 Sep 2022 23:26:46 +0000 https://canttot.com/solving-the-last-mile-of-healthcare-3-ways-to-better-reach-patients/ The pandemic has dramatically accelerated innovation across the healthcare industry, driving new ways to reach patients and virtual ways to deliver care. However, many Americans still lack access to care, whether due to cost, distance or an inability to understand the convoluted healthcare system. To address this, digital health providers and companies should consider a […]]]>

The pandemic has dramatically accelerated innovation across the healthcare industry, driving new ways to reach patients and virtual ways to deliver care. However, many Americans still lack access to care, whether due to cost, distance or an inability to understand the convoluted healthcare system.

To address this, digital health providers and companies should consider a few key priorities in their efforts to better reach patients. This was the message of a round table during MedCity Investing in digital health conference in Dallas on Wednesday.

Make a real commitment to value-based care

Speakers agreed that vendors need to further reorient their payment models towards value-based care if they want to ensure that more patients can access services and adhere to their care plans.

“It’s complete nonsense to me that you’re going to see a doctor who’s going to make a decision when he doesn’t know and doesn’t care about the costs,” said Max Cohen, CEO and co-founder of Sprinters’ health. “As a patient, you’re not sure what’s going to happen. You’re probably employed by someone who you pay a certain amount of money to every two weeks, but you don’t know what goes into your bonuses. And this company hired a payer to then decide what really happens.

Value-based models are preferable to this method of pricing care because they are more transparent, aligning incentives with the quality of care a patient receives, according to Cohen. While he argued that a widespread shift to value-based care is desperately needed, he expressed doubts whether it will really gain traction any time soon, saying that “value-based care have been absent for two years for 20 years”.

Cyril Philip, vice president of digital enterprises at Bon Secours Mercy Health, agreed with Cohen’s sentiment. He pointed out that the majority of health systems revenue still came from fee-for-service care, but acknowledged that hospitals were slowly moving towards more value-based models of care. Because these models focus on a patient’s entire care journey rather than just billing for specific procedures and medications, they often help patients feel more comfortable with seeking ongoing care. to maintain their health, Philip said.

Prioritize innovation even when times are tough

Financial margins of health systems stay incredibly slim, but Philip argued that hospitals should still actively seek healthcare startups to sign partnership deals with. Hospitals that do not prioritize innovation partnerships, such as transportation assistance or home health programs, will fall behind in the future – these initiatives are not something you can simply postpone when times are tough financially, Philip explained.

“Ten years ago I might have said ‘We’re just going to get through this. We won’t invest, and everything will be fine in the end. But now, if we don’t build those partnerships and try to bring new solutions, we will fall behind our competitors. We’re going to start losing patients, losing market share and losing our ability to make these value-based contracts,” he said.

Engage patients beyond their episodic care needs

Patients view the hospital as a place where care is provided, but it would be better if patients could view hospitals as wellness centres, according to Philip. Hospitals are devoting the vast majority of their improvement efforts to honing their acute care capabilities, but they could spend more time understanding their patients’ day-to-day health outside of times when they need surgery or fall. really sick, he said.

Zachary Clark, head of growth at Uber Health, wholeheartedly agrees. He said our daily habits have a much greater effect on our overall health than the health care system would have us believe, with how little attention it pays to our behaviors outside of our providers’ offices. He said Uber Health’s biggest opportunity to enact meaningful change may not be in transportation, but rather in delivering healthy food to communities that otherwise wouldn’t have access to it. .

Photo: elenabs, Getty Images

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These tips will help you navigate a complicated healthcare system – Orange County Register https://canttot.com/these-tips-will-help-you-navigate-a-complicated-healthcare-system-orange-county-register/ Tue, 27 Sep 2022 23:20:41 +0000 https://canttot.com/these-tips-will-help-you-navigate-a-complicated-healthcare-system-orange-county-register/ Navigating the healthcare system can be complicated. The sad reality is that health care is a business, not a service. To get the best care, be persistent (but not rude), persistent, and know your rights. Find out as much as you can; don’t assume you know. The list below contains hard-earned wisdom from someone who […]]]>

Navigating the healthcare system can be complicated. The sad reality is that health care is a business, not a service. To get the best care, be persistent (but not rude), persistent, and know your rights. Find out as much as you can; don’t assume you know.

The list below contains hard-earned wisdom from someone who is not a medical professional, but an all-too-frequent consumer of health care – me. This is the list I wish someone had given me years ago, before I started dealing with emergency rooms, weekly doctor’s appointments, and the various specialists needed to manage myself and the multiple immune/autoimmune diseases of my family members.

Prior to your appointment, prioritize your concerns. Have a list of questions, so you won’t forget them when you get there. Do not hesitate to ask them! Use the first date as an interview; you can try someone else if your first visit is not to your liking.

Make lists. Have all your procedures, dates, places, etc. at your fingertips. Don’t try to remember it off the top of your head – you might forget something important that could impact your health right now. Make a list of all your doctors, addresses and phone numbers to give to your provider.

Tell your doctor what has happened in your life since your last visit. Things can change quickly with your condition, so don’t assume your doctor has read your chart and knows everything that’s going on.

Link all the institutions you have attended on the online portal used by many suppliers, MyChart (or any other electronic charting system used by your supplier). Before your appointment, let the office staff know that you have downloaded everything. If the doctor has access, he can see all your records without you sending them. One caveat: sometimes electronic mapping systems don’t communicate with each other, so you may have to go the old fashioned way and bring hard copies of your files.

Bring an up-to-date medication list and dosages at your appointments, which the doctor’s office can photocopy for your file. This saves valuable time. Health care providers need to know all of your medications in case of drug interactions.

If you can, ask someone to accompany you to support you and to help remember what the doctor says. (It may also be helpful to have them take notes.)

Do not water down How are you. Be completely honest if you are having difficulty.

Be nice to the front desk staff. You’re more likely to get a date if you’re nice and grateful rather than mean and mean. Everyone is frustrated and feeling helpless, but they are just doing their job. It’s hard, but be patient.

If you’re new to medical bills, don’t panic. when you receive the first wave of invoices because many times they haven’t gone through the insurance process yet. The $1.6 million bill my family received on a Friday afternoon didn’t turn out to be a reality, but it ruined our entire weekend.

Billing is all about coding – there are over 70,000 codes used in billing – and mistakes are made. Procedure codes complement diagnosis codes by indicating what providers did during an encounter. This is how insurance companies and health care providers determine who gets paid for what. If an Explanation of Benefits (EOB) doesn’t seem right, call your insurance company and ask. It might take several phone calls between the doctor’s billing office and the insurance company to sort something out, but it could save you a lot of money and heartache in the end.

Remember that everything is negotiable. At least to some extent. A doctor’s office or a hospital would rather negotiate than entrust you to a collection agency.

If the patient has any type of episodes — tics, tremors, slurred speech, motor problems, etc. – take a cell phone video of the incidents and show it to the doctor during the appointment.

Do you work in the lab? Ask the lab or any diagnostic location to copy the results from your primary care physician (PCP) if they are performing tests. Ask the doctor to copy your PCP and, if applicable, the referring doctor.

It can take forever to get into a specialist, so make an appointment first and do more research on them afterwards. Even if health care providers tell you not to Google, you’ll find online reviews of doctors that can be helpful. Remember that getting the appointment is essential; you can always cancel it later if circumstances change.

If you see a specific specialist, give them a list of all your illnesses. You can give them a quick overview of each, but focus on what you want them to help you with (their piece of the puzzle). The first date is their fact-finding mission to see how they can help you. Talking to a rheumatologist about your intestinal tract for an hour isn’t going to help your osteoporosis.

Check with your insurance company before you go for an appointment. Make sure the date is networked. (Often the doctor’s office can also tell you this.) If you know they will be performing specific tests such as an MRI, make sure pre-clearance has been taken care of before you go. If you have an HMO and were referred, you won’t have this problem, but check the billing rate. PCPs are usually at a rate compared to what specialists charge.

Insurance companies love to refuse care immediately and hope you’ll give up, but don’t.. If a drug or procedure is declined, ask your doctor for a peer-to-peer. A “peer-to-peer” is when your doctor talks to the insurance company doctor who decided to deny you the drug or procedure. If peer-to-peer doesn’t work, try filing a grievance or appeal with your insurance plan. If all else fails, contact the California Department of Managed Healthcare (916-324-8176) and they can request an independent medical examination.

Not all drugs are the same price. Compare the prices. Plus, using a discount card like GoodRx or joining a prescription plan can save you a lot of money.

Doctors often only have 15 minutes to spend with you; sometimes that just doesn’t seem like enough, especially when you’re overwhelmed with a new or chronic diagnosis. Support groups can be a great resource for connecting with others going through the same thing, and sometimes just knowing you’re not alone helps you feel better.

Karen Kelso, an Orange County-based designer, is the founder of The Real Zebras of Orange County, a support group for people with Ehlers-Danlos Syndrome.

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Empowering Cambridge youth through data activism – India Education | Latest Education News | World Education News https://canttot.com/empowering-cambridge-youth-through-data-activism-india-education-latest-education-news-world-education-news/ Sun, 25 Sep 2022 09:04:10 +0000 https://canttot.com/empowering-cambridge-youth-through-data-activism-india-education-latest-education-news-world-education-news/ For more than 40 years, the Mayor’s Summer Youth Employment Program (MSYEP, or Mayor’s Program) in Cambridge, Massachusetts, has been giving teens their first job experience, but 2022 has brought a new offering. In collaboration with MIT’s Personal Robot Research Group (PRG) and Responsible AI for Social Empowerment and Education (RAISE) this summer, MSYEP created […]]]>

For more than 40 years, the Mayor’s Summer Youth Employment Program (MSYEP, or Mayor’s Program) in Cambridge, Massachusetts, has been giving teens their first job experience, but 2022 has brought a new offering. In collaboration with MIT’s Personal Robot Research Group (PRG) and Responsible AI for Social Empowerment and Education (RAISE) this summer, MSYEP created a STEAM-focused learning site at the Institute. Eleven students joined the program to learn coding and programming skills through the lens of “data activism”.

MSYEP’s partnership with MIT offers Cambridge high school students the opportunity to be exposed to more pathways for their future careers and education. The mayor’s program aims to respect students’ time and show the value of their work, so participants are paid an hourly wage as they learn labor skills on MSYEP job sites. . Along with two ongoing research studies at MIT, PRG and RAISE developed the six-week Data Activism program to equip students with critical thinking skills so they feel prepared to use data science to fight against social injustice and empower their community.

Rohan Kundargi, K-12 Community Outreach Administrator for MIT’s Office of Government and Community Relations (OGCR), says: I see this as a model for a new kind of partnership between MIT and Cambridge MSYEP. Specifically, an MIT research project that involves Cambridge students being paid to learn, research and develop their own skills!

Collaboration between Cambridge

Cambridge’s Office of Workforce Development first approached MIT OGCR to host a potential MSYEP job site that taught Cambridge teenagers how to code. When Kundargi contacted the MIT pK-12 collaborators, MIT PRG graduate research assistant Raechel Walker suggested the Data Activism program. Walker defines “data activism” as the use of data, computing, and art to analyze how power works in the world, challenge power, and empathize with oppressed people.

Walker says, “I wanted the students to feel empowered to incorporate their own expertise, talents and interests into each activity. For students to fully embrace their academic abilities, they must remain comfortable engaging fully in data activism.

As Kundargi and Walker recruited students for the Data Activism learning site, they wanted to ensure that the cohort of students — the majority of whom are people of color — felt represented at MIT and felt they had the agency so that his voice is heard. “The pioneers in this field are like-minded people,” says Walker, speaking of well-known data activists Timnit Gebru, Rediet Abebe and Joy Buolamwini.

When the program started this summer, some of the students were unaware of how data science and artificial intelligence are exacerbating systemic oppression in society, or some of the tools currently being used to mitigate this societal harm. . As a result, says Walker, students wanted to learn more about discriminatory design in all aspects of life. They were also interested in creating responsible machine learning algorithms and AI fairness metrics.

Another side of STEAM

The development and execution of the Data Activism program contributed to the respective research of Walker and postdoc Xiaoxue Du at the PRG. Walker studies AI education, specifically creating and teaching data activism programs for minority communities. Du’s research explores processes, assessments, and program design that prepare educators to use, adapt, and integrate AI literacy programs. Additionally, his research aims to leverage more opportunities for students with diverse learning needs.

The data activism program uses a framework of “libertarian computing,” a term Walker coined in his position paper with Professor Cynthia Breazeal, director of MIT RAISE, dean of digital learning and head of PRG, and Eman Sherif, then an undergraduate researcher from the University of California, San Diego, titled “Liberty Computing for African American Students.” This framework ensures that students, especially minority students, gain a strong racial identity, critical awareness, collective obligation, liberation-centered academic/achievement identity, as well as the activism skills necessary to use the computing to transform a system of multi-layered barriers in which racism persists. Walker says, “We encouraged students to demonstrate their skills in each pillar, as all pillars are interconnected and build on each other.

Walker has developed a series of interactive coding activities and projects focused on understanding systemic racism, using data science to analyze systemic oppression, data drawing, responsible machine learning, how which racism can be integrated into AI and different AI equity measures.

It was the first time the students learned how to create data visualizations using the Python programming language and the Pandas data analysis tool. In a project to examine how different systems of oppression can affect different aspects of students’ own identities, students created datasets with data from their respective intersectional identities. Another activity highlighted the achievements of African Americans, where students analyzed two sets of data on African American scientists, activists, artists, scholars, and athletes. Using the data visualizations, students then created zines about African Americans who inspired them.

RAISE hired Olivia Dias, Sophia Brady, Lina Henriquez and Zeynep Yalcin through MIT’s Undergraduate Research Opportunity Program (UROP) and PRG hired freelancer Matt Taylor to work with Walker on program development and the design of interdisciplinary experience projects. Walker and the four undergraduate researchers built an intersectional data analysis activity on different examples of systemic oppression. PRG also hired three high school students to test the activities and offer ideas on how to make the program engaging for program participants. Throughout the program, the Data Activism team taught students in small groups, continually asked students how to improve each activity, and structured each lesson based on student interests. Walker says Dias, Brady, Henriquez and Yalcin have been invaluable in cultivating a supportive classroom environment and helping students complete their projects.

Student Nina says, “It opened my eyes to another side of STEM. I had no idea what ‘data’ meant before this program, or how intersectionality can affect AI and data. Prior to MSYEP, Nina had an introduction to computer science and AP computing, but has been coding since Girls Who Code sparked her interest in middle school. “The community was really nice. I could talk with other girls. I saw that more women were needed in STEM, especially in coding. Now, she wants to apply to colleges with strong computer science programs so she can pursue a career related to coding.

From MSYEP to the town hall

Mayor Sumbul Siddiqui visited the data activism learning site on August 9, accompanied by Breazeal. An MSYEP graduate herself, Siddiqui says, “Through hands-on learning through computer programming, Cambridge high school students have the unique opportunity to think of themselves as data scientists. Students were able to learn ways to combat the discrimination that occurs through artificial intelligence. ” In a Instagram postSiddiqui also said, “I had a blast visiting the students and learning about their projects.”

Students worked on an activity that asked them to imagine how data science could be used to support marginalized communities. They turned their answers into block-printed T-shirt designs, carving images of their hopes into rubber stamps. Some students focused on the importance of data privacy, such as Jacob T., who drew a birdcage to represent data stored and locked by third-party apps. He says, “I want to open this cage and restore my data to myself and see what we can do with it.”

Many students wanted to see more representation in the media they consume and in various professional fields. Nina spoke about the importance of representation in the media and how it could contribute to greater representation in the tech industry, while Kiki spoke about encouraging more women to pursue STEM fields. . Jesmin said, “I wanted to show that data science is accessible to everyone, no matter where they come from or what language you speak. I wrote “hello” in Bengali, Arabic and English because I speak all three languages ​​and they all resonate with me. »

“Overall, I hope students will continue to use their data activism skills to reimagine a society that supports marginalized groups,” says Walker. “Furthermore, I hope they are empowered to become data scientists and understand how their race can be a positive part of their identity.”

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General Catalyst teams up with NHS in London for venture capital partnership https://canttot.com/general-catalyst-teams-up-with-nhs-in-london-for-venture-capital-partnership/ Fri, 23 Sep 2022 13:08:26 +0000 https://canttot.com/general-catalyst-teams-up-with-nhs-in-london-for-venture-capital-partnership/ General Catalyst is in partnership with Guy and St Thomas NHS Foundation Trust in London. KHP Enterprises, the Guy and St. Thomas Trust’s business innovation partner, will actively work with General Catalyst to invest in medical technology companies that address National Health Service clinical priorities. As part of the agreement, hospitals within this organization can […]]]>

General Catalyst is in partnership with Guy and St Thomas NHS Foundation Trust in London. KHP Enterprises, the Guy and St. Thomas Trust’s business innovation partner, will actively work with General Catalyst to invest in medical technology companies that address National Health Service clinical priorities. As part of the agreement, hospitals within this organization can access General Catalyst’s network of health insurance companies. General Catalyst has partnered with US-based health systems including Intermountain, Jefferson Health, and WellSpan.

Mental health startup for kids takes a school approach

CityBlock Health is launching in Indiana thanks to a partnership with MDWise, the largest Medicaid managed care organization in the state. The partnership will add 100 jobs in the state. CityBlock provides telehealth, remote monitoring and in-person primary care to underserved populations. The “unicorn” has racked up nearly $900 million in funding, including a $400 million Series D round in September 2021. Along with Indiana, it operates in New York, Connecticut, Massachusetts, Washington, DC, North Carolina and Ohio.

Cityblock Health’s new CEO on other primary care disruptors

Concord Health Partners, a healthcare-focused investment firm, closed a $150 million fund. The Innovation Fund II will build on Concord’s strategy of investing in healthcare companies with innovative technologies and solutions that improve the value of care through reduced costs, improved quality and expanded access. It will focus on growth-stage investments.

Pfizer Inks Reaches Deal With Tech Company Up To $110 Million

Massachusetts Blue Cross Blue Shield partners with digital health startups Carbon Health and Firefly Health to launch a virtual primary care product. Eligible members have access to virtual primary care with integrated mental health and access to in-person care with network providers when needed. They can choose a virtual primary care provider through Carbon or Firefly.

This new startup accelerator focuses on women’s health

Other offers and tours:

University of Maryland School of Pharmacy and Komodo Health announced a partnership on the use of real-world data.
CUREa Germany-based telehealth startup, closed a $15 million Series A funding round.
Zocalo Healtha virtual care platform, raised $5 million in seed funding.
Immunize.Lifean AI-powered health management data platform, raised $2 million in seed funding.
Inceptoan AI-powered medical imaging platform, raised $27 million in a funding round.
Dyania Healthan AI-based computing platform to identify patients who match a complex set of criteria to participate in clinical trials, has raised $5.3 million in seed funding.
McKessona medical device and technology company, acquired Rx Savings Solutionsa prescription price transparency and benefit analysis company.
Lyfegena software analytics platform for health insurance, pharma, medtech and hospitals, raised an $8 million Series A funding round.
Savvo Healthan online healthcare marketplace enabling patients, payers and providers to find affordable prices, plan care and simplify payment primarily for elective outpatient procedures, raised $1 million in pre-funding priming.
Model Healtha digital health company, closed a $3.3 million Series A funding round.
SpendRepaira cost-saving solutions company, closed a series of strategic investments from Spectrum Health Ventures and Memorial Hermann Health System.
Bike Healtha virtual care startup providing evidence-based treatments for opioid use disorders, raised $5 million in a Series B funding round.
SurgeAI-powered precise immune stress testing technology used to identify patients at risk for post-surgery complications, raised $2.6 million in one funding round.
XpertDoxan AI-powered standalone medical coding solution that accelerates the healthcare industry’s revenue cycle, raised $1.5m.

If there’s a digital health funding or M&A deal we missed last week here, please email us.

The Digital Health Business & Technology data team contributed to this roundup.

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Sun Chemical to Showcase Digital Ink Solutions at PRINTING United https://canttot.com/sun-chemical-to-showcase-digital-ink-solutions-at-printing-united/ Mon, 19 Sep 2022 19:46:15 +0000 https://canttot.com/sun-chemical-to-showcase-digital-ink-solutions-at-printing-united/ Credit: Sun Chemical Sun Chemical will showcase its full line of digital textile and graphic inks at PRINTING United Expo October 19-21, 2022 in Las Vegas. “We are thrilled to present our inaugural exhibit at PRINTING United Expo this year,” said Simon Daplyn, Director, Product Marketing, Sun Chemical. “In addition to displaying our full portfolio […]]]>

Credit: Sun Chemical

Sun Chemical will showcase its full line of digital textile and graphic inks at PRINTING United Expo October 19-21, 2022 in Las Vegas.

“We are thrilled to present our inaugural exhibit at PRINTING United Expo this year,” said Simon Daplyn, Director, Product Marketing, Sun Chemical. “In addition to displaying our full portfolio of solutions, our team is excited to share the latest ink solutions to enable more sustainable printing and underscore our commitment to growing and growing the digital ink market in North America. North.”

Digital inkjet inks for large format printing

Sun Chemical will be showcasing a selection of its Streamline inkjet inks designed for a variety of wide and superwide format solvent or aqueous printers. Direct-to-consumer solvent inks have been specially formulated to be compatible with OE products, allowing quick and risk-free conversions without the need to change machine settings or create new profiles of color. Aqueous inks have been formulated for large format poster applications where high volume, high speed printing combined with high impact images at maximum productivity is required.

Streamline offers a full suite of eco-solvent, solvent-based and aqueous inks along with additional services such as GREENGUARD certification, bulk ink supply systems and field support.

Digital inks for textiles

Visitors to booth #C10907 can also experience Sun Chemical’s wide range of water-based inks for digital textile printing, including:

  • Sublimation Inks: These digital sublimation inks allow users to experience the best color and print performance in a range of demanding applications from fashion and sportswear to home textiles, signage and display, and hard surfaces.
  • Pigment Inks: Sun Chemical’s water-based digital pigment inks for textile printing make it easy for customers to add value to their printed products by maximizing performance and color fastness on a range of fabrics.
  • Reactive Dye Inks: Using the highest quality dyes to ensure the purest color with extended printhead life, water-based reactive dyes give brands greater design freedom , thanks to precise and vibrant colors for cotton, viscose, linen and silk applications.
  • Acid Dye Inks: Optimized for the best color and fastness performance on polyamide and silk substrates, Sun Chemical’s water-based acid dye inks can be used for a variety of applications, such as flags, swimming and sportswear, fashion and accessories.

Additional on-screen ink and coating solutions

Sun Chemical offers the widest range of digital inks and coatings available in the world for virtually any inkjet application. Backed by formulation capabilities and application expertise to create new market opportunities for digital printing, Sun Chemical inkjet inks and coatings for OEM partners and integrators can be used for packaging, display graphics, decoration, ceramics and tiles, labels, plastic cards, printing industry and more.

Other inkjet ink and coating solutions on display will include:

  • SunJet: As the global inkjet brand of Sun Chemical and DIC, SunJet will showcase its latest developments in inkjet chemistry, including collaborations with OEM partners, system integrators and printhead manufacturers in a number of market sectors, including graphics, decoration, textiles, coding. & marking, publication, commercial, industrial, label and packaging.
  • Edible inks for direct food printing: edible inks deliver exceptional color and print clarity and are well suited for small to large businesses and brands looking to bring personalization and enhanced customer experience to their products .
  • SunEvo Digital Coatings: SunEvo Digital Coatings are a collaborative initiative within the supply chain that aims to facilitate the evolution of digitally printed packaging and digital label printing, provide workflows improved and comply with printing industry and regulatory standards through technically advanced solutions.

Source: Sun Chemical

The preceding press release was provided by a company not affiliated with Print impressions. The views expressed herein do not directly reflect the thoughts or opinions of the staff of Print impressions.

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Broken online reviews; here’s how to fix them https://canttot.com/broken-online-reviews-heres-how-to-fix-them/ Sun, 18 Sep 2022 02:47:29 +0000 https://canttot.com/broken-online-reviews-heres-how-to-fix-them/ It’s a crime story fit for the digital age. It was recently reported that a number of restaurants in New York City have been targeted by internet scammers threatening to leave “one star” negative reviews unless they receive gift certificates. The same threats have been made against restaurants in Chicago and San Francisco and it […]]]>

It’s a crime story fit for the digital age. It was recently reported that a number of restaurants in New York City have been targeted by internet scammers threatening to leave “one star” negative reviews unless they receive gift certificates. The same threats have been made against restaurants in Chicago and San Francisco and it appears a vegan restaurant received as many as eight one-star reviews in the space of a week before being approached for a review. ‘silver.

It’s surprising that this sort of thing hasn’t emerged before. An overreliance on the “wisdom of the crowd”, whereby many people judge things based on the approval of the rest of the community, makes us vulnerable to this type of fraud. It’s all about numbers. Products and businesses are measured online by the number of stars they get on a five-star scale, influencers are measured by the number of followers, posts are measured by the number of likes or retweets.

The Kardashian Satire Index provides a quantitative measure for academics by comparing citations of their research papers with their number of Twitter followers. But why are these systems considered useful and why do we consult them almost blindly?

In an age of information overload, feedback and reputation systems allow for quick decision-making, giving us the feeling (or the illusion) that we are in control because the decision made is perceived to be informed. Another idea at play here is the “attention economy paradigm.” According to this way of thinking, human attention is a scarce commodity and – as with all resources that are limited on this planet – it is of great value. Businesses compete for as high a spot as possible on the first page of Google’s search results in order to capture that attention. And user feedback is one of the many parameters that influence secret search engine ranking algorithms.

The notable success and acceptance of such reputation systems is predicated on the idea that the wisdom of the crowd comes into play. If a large enough sample of the population is asked to estimate something, the average of those estimates should be very close to the current value. Indeed, any personal bias becomes insignificant when a considerable amount of opinion is collected. But all systems that come with successful business models are open to abuse and can attract opportunistic and malicious actors, so much so that organized criminal groups can systematically form and exploit such systems. For example, the business opportunities that emerged during the COVID-19 pandemic were instantly matched by an assortment of criminal activities, including shopping scams, misinformation, illegal streaming, and even sexual exploitation of children.

There are several reasons and motivations for fake reviews. Commercial competitors may try to flood a commercial target with negative reviews in order to harm their competitor. Others may attempt, by creating fake profiles or “bribing” customers with free or discounted products, to generate positive reviews and misrepresent the quality of their products. But extortion via negative review threats is particularly insidious. A flurry of negative reviews on a business’s Google profile not only affects its search engine rankings, but also significantly influences the purchasing decisions of potential customers.

Although these practices have been rationalized by organized groups in India, variations have also been seen in other countries. Amazon recently sued 10,000 Facebook group administrators exceeding 43,000 members who allegedly solicited fake (positive) reviews in exchange for free products.

What can be done?

The abuse of online feedback and reputation systems has reached epidemic proportions. Countering it will require the coordination of everyone involved. Google and other review and reputation service providers need to invest more resources in preventing, detecting, and removing fake reviews. Machine learning technologies have made impressive progress in recent years and could help weed out fake content. Stricter rules governing the selection of examiners allowing their participation under specific conditions are needed. We’ve seen this with verified buyer systems that aim to provide assurance that the reviewer has had a genuine experience with the company. The presentation of comments and in particular the star rating system could also contain more contextual information, for example via additional color coding to communicate the sentiment extracted from textual comments. In this case, highly emotional comments based on less factual or helpful information might have a different color than those trying to be unbiased and objective. Companies should also embrace the problem review reporting system and use it responsibly. They should not report negative feedback if it is genuine, as it affects the relationship with the feedback platform, which will naturally be more suspicious of the business.

Consumers should be more vigilant and informed about this rather than religiously following these rankings. There are many telltale signs of a fake review, including simply checking the language to see if it’s generic. It is also instructive to check if the reviewer produces many negative reviews on many seemingly unrelated products in a short time. We, the crowd, should be active participants by always being fair with our shopping experiences and acknowledging and supporting businesses when they exceed our expectations – but also by providing candid negative reviews and recommendations for improvement. Only then will the wisdom of the crowd really serve us. (Katos is Professor of Cybersecurity, Head of BU-CERT, Bournemouth University)

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MIT coding course at DC prison teaches incarcerated tech skills https://canttot.com/mit-coding-course-at-dc-prison-teaches-incarcerated-tech-skills/ Tue, 13 Sep 2022 14:02:22 +0000 https://canttot.com/mit-coding-course-at-dc-prison-teaches-incarcerated-tech-skills/ The last time Rochell Crowder had a desk job, he says, was in 1983 and computers didn’t exist yet. But on Thursday, after nearly four decades of odd jobs and crimes that saw him in and out of prison, the 57-year-old took a computer course taught by doctoral students from the Massachusetts Institute of Technology. […]]]>

The last time Rochell Crowder had a desk job, he says, was in 1983 and computers didn’t exist yet.

But on Thursday, after nearly four decades of odd jobs and crimes that saw him in and out of prison, the 57-year-old took a computer course taught by doctoral students from the Massachusetts Institute of Technology.

He stared at the certificate in his hands.

“It’s a step in the right direction,” he says smiling.

Crowder, who pleaded guilty to armed robbery in 2020, was one of 16 men who signed up for the course while being held in DC prison, as part of a new 12-week program program of the Educational Justice Institute of MIT. The program, called Brave Behind Bars, brought computer training to the establishment – adding to the suite of educational services that experts hope will better prepare inmates for reintegration. The course, delivered twice a week on Zoom, was also offered to incarcerated women in Maine.

“The level of 21st century tech skills that they just got, I can’t do these things,” said Amy Lopez, assistant director of college and career readiness for the DC Department of Corrections. . “These are transferable and employable skills.”

She added that it’s rare for a jail or jail to provide inmates with the ability to use the internet or interact with people held in different states.

The program, which began with a pilot program last summer in New England, teaches basic coding languages ​​like JavaScript and HTML in hopes of opening the door for inmates to one day pursue jobs. well paid. The founders said they were in conversation with local universities and national tech companies to offer college credit or entry-level jobs to future graduates.

Representatives from Microsoft, Howard University and Georgetown University attended Thursday’s graduation ceremony.

The course alone is not enough to prepare students to compete with experienced coders in the industry. Martin Nisser, a computer science doctoral student at MIT and co-founder of the program, said Brave Behind Bars is meant to be a stepping stone for people who may have little access to technology and who will be released from prison or prison in a world that requires digital savvy.

Crowder, born and raised in DC, came to class on day one not knowing how to save a document — or how to share his screen with a teaching assistant. He described times when he almost gave up, like when he had to rename a file, or when he first saw computer code and it looked like something out of The Matrix.

He was not alone in his experience.

Antonio Hawley, a 19-year-old charged with a fatal shooting during a flag football game on Capitol Hill last year, first took a computer robotics course in eighth grade. Still, he said he sometimes got frustrated with the material, and sometimes it was hard to stay focused on the class with his case moving through the court system — his future at stake.

There were about 18 teaching assistants – from MIT, Harvard and other universities, in addition to a graduate of the program last year – who facilitated breakout rooms and office hours twice a week. On Thursday morning, before the ceremony, they introduced the students to present their final projects.

“It’s an amazing position to watch new people flourish and grow and come up with their own ideas,” said Linda Dolloff, who participated in the program last year while incarcerated at Southern Maine Women’s Re- entry Center after being sentenced. to try to kill her husband. She has since been released.

U.S. Magistrate Judge Zia M. Faruqui, who helped establish the program in DC, urged students to be proud of their achievement.

“When you go out, don’t let the labels get you down,” he told them. “Criminal. Convicted. No. MIT Scholar. That’s who I am.

The men, dressed in orange jumpsuits, nodded as he spoke.

Christopher Green said he hadn’t felt positively about it since graduating from high school in 2005. The 35-year-old was convicted of first-degree murder during a shooting in 2017 that resulted in the death of a local swim coach.

Green’s final project was a website that proposed to turn RFK Stadium into an “arts and learning complex.” The complex, he said, could provide child care, vocational training and science and math classes, among other programs, for local families in need.

He said he planned to give the certificate to his family so they could frame it.

“I want to show my kids that their dad is going above and beyond trying to come home,” he said, adding “I went from solitary confinement to an MIT course. Who would have think?”

On Zoom Thursday, Yashaswini Makaram, a teacher’s assistant, introduced Crowder for his final project presentation.

“He’s very determined and resilient,” she said. “He’s not afraid to ask for help and he takes feedback very well.”

Emily Harburg, another co-founder of the program, appeared on Zoom.

“Hi Rochell, would you like to share your screen?” she says.

“Perfect,” she replied.

The 57-year-old started a website called Prisoners Anonymous, his program proposal that creates a safe space for formerly incarcerated people to share stories, use computers and lean on each other for support .

“I started with a picture of someone incarcerated because that’s the lowest it can be… Then we move on to what we’d like life to be like,” he said. “But in this process you also need help.”

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What My Masters in Management Taught Me https://canttot.com/what-my-masters-in-management-taught-me/ Sun, 11 Sep 2022 17:00:34 +0000 https://canttot.com/what-my-masters-in-management-taught-me/ Joseph MakondoStudent, Hult International Business SchoolBoston campus, USA I grew up in Cameroon, got my first degree in international relations at Wartburg College in the United States, and Hult’s Masters in International Business appealed to me because of its interdisciplinary nature. The school has an atmosphere and initiatives that encourage entrepreneurship, and Boston has an […]]]>

Joseph Makondo
Student, Hult International Business SchoolBoston campus, USA

I grew up in Cameroon, got my first degree in international relations at Wartburg College in the United States, and Hult’s Masters in International Business appealed to me because of its interdisciplinary nature. The school has an atmosphere and initiatives that encourage entrepreneurship, and Boston has an extensive network of prestigious schools and important companies.

The most valuable lesson was the ability to collaborate with others. Collaboration is crucial and presents challenges that are amplified when working in diverse and international teams.

Most surprising are the practical efforts put in place to resist homogeneity. We’re split into different teams for every two courses we take, and you understand early on the diversity of Hult’s student body – from mechanical engineers striving to become financial analysts to a marketer starting a coding studio. .

I hope to work for an international organization where I can contribute to solving problems on many levels.


Marianna Sarkissian
Graduate, Prague University of Economics and Business

Marianna Sargsyan, Graduate, Prague University of Economics and Business

Originally from Armenia, I took a break after my first degree to gain practical experience but always intended to do a Masters abroad to develop a global mindset. I started exploring schools offering MiM through the Cems alliance. I liked the combination of the quality and affordability of the degree at the University of Prague, as well as the beauty and rich history of the city.

The networking opportunities, international exposure, and highly competitive people I studied with were most valuable. The Cems MiM also allows students to apply their knowledge through internships and real business projects. I was surprised how up-to-date the curriculum is, such as the Applied Multivariate Statistics course, where we learned the R programming language. It helps students be competitive in getting jobs. Even in the midst of the pandemic, I received a job offer right after graduating and hopefully came out of MiM a candidate better suited to the world we have now.


Julia Ciaciek
Student, SMU Lee Kong Chian School of BusinessSingapore

Julia Ciaciek, Student, SMU Lee Kong Chian School of Business

I am the co-founder of a sustainable development start-up based in Singapore and targeting waste management. I signed up to equip myself with management and interpersonal skills to take my business to the next level. It is a cosmopolitan city at the forefront of innovation with a strong ecosystem of start-ups.

The school has an interactive and hands-on approach and working in a multicultural environment has boosted my cultural quotient. During the program, you have the opportunity to work and connect with people from all over the world. The number of modules on sustainability, the support offered for entrepreneurial activities and the care packages prepared for students before their exams were surprises.

I hope to apply what I learned during my studies to scale my start-up in Asia. The goal is to empower people to adopt a more sustainable way of life.


Fiammetta Gindro
Student, Nova Business and Economics SchoolsLisbon

Fiammetta Gindro, student, Nova Schools of Business and Economics

I’m a judo black belt from Turin with a strong passion for travel and decided to do a MiM because it helps students discover where they can excel and make a significant impact.

Nova has a bright and sunny campus and Lisbon offers affordable living. In recent years, the school has endeavored to improve the quality and relevance of its training, to promote mobility and internationalization and to structure an internationally recognized quality assurance system. In a place for people, opportunities and dialogue, I gained confidence, developed insight and learned to aspire to improve the world.

It surprised me that so much space at Nova is given to ideas and ideals, so that they can flourish safely and freely. I look forward to working with people who strive to bring about positive change and create cross-cultural synergies.


Therese Seiringer
Graduated from Durham University Business School

Thérèse Seiringer, graduate of Durham University Business School

Originally from Austria, I worked in a bank as a project manager before enrolling at MiM in Durham. After graduating in 2019, I worked in private equity and am now responsible for sustainability at Vodafone Germany.

The college system, program flexibility, and rankings made Durham my top choice. I fell in love with the city too, and my stay there was the best year of my life so far. I was inspired to always look for purpose in the work I do, to think big, and to be confident in myself. I was surprised by the diversity of the program – it was so international and all these different perspectives gave us a better understanding of global business concepts.

I now work in an international company and often think about the skills we learned in the Organizational Behavior in Challenging Situations module.

Ranking FT Masters in Management 2022 — top 100

Luiss University campus building in Italy

Italian University Luiss moves up 23 places in the 2022 FT MiM Ranking © Pasquale Modica

Find out what schools are in our ranking of Masters in Management. Find out how the table was compiled and read the rest of our coverage at ft.com/mim.

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Jobs in Central Georgia (September 9) https://canttot.com/jobs-in-central-georgia-september-9/ Sat, 10 Sep 2022 03:19:00 +0000 https://canttot.com/jobs-in-central-georgia-september-9/ Here are this week’s featured job postings provided by the Georgia Department of Labor MACON, Ga. – Here are this week’s stars job postings provided by the Georgia Department of Labor through the Employ Georgia system. Job Title: Backhoe/Loader Operator Location: Macon Job ID: 8319796469 Education: Applicants must have at least a high school diploma/GED […]]]>

Here are this week’s featured job postings provided by the Georgia Department of Labor

MACON, Ga. – Here are this week’s stars job postings provided by the Georgia Department of Labor through the Employ Georgia system.

Job Title: Backhoe/Loader Operator

Location: Macon

Job ID: 8319796469

Education: Applicants must have at least a high school diploma/GED or equivalent.

Duties: Drives a wheeled, skid steer or crawler tractor with a shovel type bucket attached to the front. The machine is used for loading materials from stockpiles, excavation, batch plant loading, loading and unloading.

Job title: Certified Nurse Assistant (CNA)

Location: Milledgeville

Job ID: 8304331387

Education: Applicants must have at least a high school diploma/GED or equivalent.

Requirements: Candidates must have at least 2 years of experience.

Candidates must be at least 18 years old.

Applicants must hold a regular driver’s license.

Applicants preferred to hold CNA/PCA.

Applicants must receive a negative TB test result.

Applicants must pass a criminal background check.

Job Duties: Will work in a leadership role with clients who require home care and assistance with daily living skills. The NAC will provide support to clients in the following areas: food and drink, grooming, personal care and health care, clothing, communication, interpersonal relationships, mobility, home management and leisure use. Supports are individually planned and tailored to follow each client’s plan of care.

Job Title: Local Delivery Driver

Location: Dublin

Job ID: 8290532373

Requirements: Applicants must be at least 21 years old.

Applicants must hold a Class A/CDL driver’s license.

Duties: Deliver products to stores on an established route or via dynamic dispatch to customers, including convenience stores and gas stations, small supermarkets, pharmacies, etc. (average of 15 to 20 stops per day). Drives the delivery vehicle to a location, unloads and brings the products to the store. Is responsible for the continuous rotation and stocking of products on store shelves, displays, sales equipment and in coolers. Build displays and set up promotional materials such as price boards and banners. Generates invoices and is responsible for the daily settlement of cash and fees.

Job Title: Physician’s Office Billing Coder

Location: Warner Robins

Job ID: 8161616773

Education: Applicants must have at least a high school diploma/GED or equivalent.

Requirements: Two (2) years of coding experience in a medical office or related hospital in billing/coding.

Current Certified Professional Coder (CPC) or Certified Coding Specialist – Physician Based (CCS-P) or Registered Health Information Technician (RHIT).

Job Duties: Checks doctor’s notes and confirms that procedures/services have been completed. Verifies that all information is correct in the file. Responsible for coding medical records and other diagnoses, conditions, procedures of doctors’ orders. Working from appropriate documentation in the medical record, uses classification systems that include, but are not limited to, ICD-10-CM and CPT, as well as other coding classification systems required by category of diagnosis.

Job title: Laborer

Location: Macon

Job ID: 8312625889

Education: Applicants must have a high school diploma/GED or equivalent.

Conditions: Candidates must be at least 18 years old.

Job Duties: Various work activities include, but are not limited to: shoveling dirt, sand, asphalt or concrete using short or long handled shovels; cutting or trimming trees and vegetation using axes, ditch blades, sling blades, chainsaws or electric weed trimmers; driving stakes or breaking the pavement with sledgehammers, digging holes with hand augers; use hand compactors and sweep up dirt and debris with hand brooms.

Job Title: Maintenance Technician

Location: Milledgeville

Job ID: 8304436777

Education: Applicants must have a high school diploma/GED or equivalent.

Duties: Under close supervision, primarily responsible for preventative maintenance and repair of the Hybrid Fiber Coaxial (HFC) network, including all its associated equipment, in accordance with engineering standards and network protection policy of the company.

Job Title: Press Team

Location: Dublin

Job ID: 8308181315

Education: Applicants must have a high school diploma/GED or equivalent.

Tasks: The purpose of this position is to operate extrusion handling systems. Verify orders and production procedures. Inspect manufacturing jigs and pallets before operating equipment. Operate and adjust production equipment. Examine products for quality and defects. Notify management of quality issues and error correction. Driving a forklift.

Job title: receptionist

Location: Warner Robins

Job ID: 8304799027

Education: Applicants must have a high school diploma/GED or equivalent.

Requirements: Applicants must have 3 years of administrative experience.

Duties: Responsible for answering and handling all incoming calls in a professional and courteous manner. Responsible for greeting and registering all MERC visitors to ensure proper security procedures are followed. Ensures telephone registration on MERC standard is up to date. Maintains a current and accurate telephone list of all MERC employees.

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Why learn Python? – Website Point https://canttot.com/why-learn-python-website-point/ Wed, 07 Sep 2022 21:25:37 +0000 https://canttot.com/why-learn-python-website-point/ Why learn Python? Well, because it’s user-friendly and everywhere and here and popular and powerful and learnable and lucrative and fun. Why not learn Python? I should probably unpack it a bit. Let’s look at some of the top reasons why you should learn Python. Python is friendly Python is a general purpose programming language. […]]]>

Why learn Python? Well, because it’s user-friendly and everywhere and here and popular and powerful and learnable and lucrative and fun. Why not learn Python?

I should probably unpack it a bit. Let’s look at some of the top reasons why you should learn Python.

Python is friendly

Python is a general purpose programming language. You can do almost anything with it (and we’ll see how everything is shortly). But most importantly for someone planning to learn a bit, the Python world is a friendly place.

If you’ve done any programming in the past, you might have come across “pseudocode”: something that looks like a programming language but isn’t really, because its purpose is to show you what a program. Wikipedia articles explaining how to do something quite often present this description in some kind of fake programming language… and this fake programming language often looks a lot like Python!

Consider teaching someone how to load a dishwasher: delicate things don’t fit; make sure you have enough salt; charge it and turn it on. In code terms, it might look like this:

if dishwasher.salt < FULL:
    dishwasher.salt.fill()
for item in crockery:
    if item.dirty:
        if not item.delicate:
            dishwasher.add(item)
dishwasher.turn_on()

It’s programming code, but it’s hopefully relatively readable and understandable, even if you’ve never seen Python code. And there is no {braces} and no (i++; i>5) hieroglyphs.

This is greatly facilitated by the user-friendliness of Python which extends to the Python community as a whole. Stack Overflow has a vibrant community of people asking and answering Python questions and it’s a good place to get help.

The Python language itself is based on a set of principles called the “Zen of Pythonin which there are guiding ideas such as “simple is better than complex” and “readability matters”.

People who think programming should be a test tend to accuse Python of being built for (and by) people who say “shit” instead of swear, and who turn off the water while they brush their teeth. teeth like you’re supposed to — but the last thing you need is to have to pit yourself against someone else’s idea of ​​justice while you’re trying to get things done. So they can just grow well.

Python is everywhere

Python is used, and is popular, in just about every area of ​​technology. Machine learning is the latest hot thing, and almost all of the code you write to work with AI models is written in Python. TorchPy is the dominant machine learning framework.

If you want to work with image templates or other available configurations, Google Collaboration has thousands of existing templates and sample code, all built with Python and running in the cloud. It is good for creating web applications and websites, with Django and Balland create software for the cloud by creating lambda functions and other serverless configurations.

Data set is a tool for journalists and researchers to help them share data in a useful way without needing to be programmers themselves, and it’s written in Python.

A very large part of data processing and data science software is in Python, with the Numpy, Scipyand matplotlib libraries.

Almost anything related to math and statistics will contain a lot of Python. PyQtName and Kivy allow you to create applications for desktops and phones.

Python is great for working with devices, electronics, and machines. All software written to perform the amazing stuff made here Creations on YouTube is written in Python.

And Python is great for “glue code” – small scripts to solve particular problems or to do something on your own machine; not big plans, but little things to help you solve a problem – like starting a backup, or figuring out which words fit today’s Wordle puzzle, or splitting your photos to fit in an album. Python is everywhere.

Python is here

Another great reason to learn Python is that it’s here, wherever you are.

If you’re on macOS or Linux, you already have Python. Open a terminal and type python3 and There you go.

If you’re on Windows, then it’s in the Microsoft Store: see Microsoft’s own instructions on how to install Python either from the store or through web development.

On an iPhone, there is pythonist and pitoand on Android there is QPythonName and termux.

And to experiment with Python to get a feel for how it works, you don’t need to install anything at all. The people of Pyodide built a full version of Python that runs in a web browser without any installation required, and JupyterName also lets you try out Python in your browser.

Python is popular

Another good reason to learn Python is that it’s popular. The TIOBE index tracks the popularity of programming languages ​​each month. Python is still at or near the top (and, at the time of writing August 2022, it is at the top), and TIOBE themselves say “It’s hard to find an area of ​​programming in which Python isn’t widely used these days”.

Likewise, the 2022 Stack Overflow Developer Survey has Python tied for “most searched” programming language, ahead of JavaScript, Go and platform-specific languages ​​such as Kotlin and Swift.

Summary “State of the Octovere” from GitHub has Python as the second most popular language across all GitHub repositories. This is partly because Python is available on all platforms; that’s partly because it’s useful in almost every field; and that’s partly because it’s quite easy to grasp.

It’s often a useful approach to go with the flow — to use a tool that many other people use. This way you have a vibrant community to help you with any issues, and very often the problem you are having is something someone else has already solved for you.

Python is powerful

Due to being everywhere and being popular, you can do a lot with Python. Almost no problem is beyond Python. Some very low-level or very performance-critical tasks are better in a more complex language, but that’s a lot rarer than you might think.

In particular, even if you plan to build something in a lower-level language later, it’s often good to prototype in Python…and then work to speed up the most performance-critical paths.

Part of Python being everywhere is that it has been and can be adapted to all sorts of tasks, and because of that Python comes with quite a few problem-solving modules as part of its “library standard” – the suite of code that is available to every Python programmer out of the box.

The Python standard library has many built-in modules to handle the tasks you want to perform, such as running web servers, processing data, managing dates, times and time zones, managing files, making cryptographic operations, network management, HTML management, application creation and talking to the operating system.

Beyond, the Python package index has a third of a million additional packages to deal with almost any problem imaginable. That’s a lot of power at your fingertips.

Python is learnable

Because Python is popular and interesting, there are also plenty of resources to help you learn Python.

Of course, there are SitePoint’s own programming tutorials, many dedicated to Python, and all the useful community forums.

FreeCodeCamp offers free coding bootcamps dedicated to learning Python, with dozens of exercises to help you get started with the basics and then move on to web programming and databases or scientific computing, and Learn Python has the same.

The Python website itself also gives some guidelines on get started with Python.

There are many places to learn Python.

Python is lucrative

Of course, learning and knowledge are their own reward. But in case you are not a being of pure energy who’s been uploaded to the internet and instead has bills to pay, a career writing Python can pay off pretty well.

At the time of writing, August 2022, Indeed.com has the average base salary for a Python programmer in the United States at $115,965..

And there are plenty of jobs available. Part of the joy of Python being so versatile and usable in so many different areas of technology is that there are always positions available for those with Python skills. Getting paid is good. Python helps.

Python is fun

where else can you say import antigravity?

XKCD #353, “Python”

The image above is from XKCD, at https://xkcd.com/353/. But if you don’t remember the URL, just open your Python prompt and type import antigravity. Really! Try it now!

So, are you ready to get started?

So why learn Python? Why not learn Python? It’s friendly and everywhere and here and popular and powerful and learnable and lucrative and fun. Now that you’re ready to get started, here are some suggestions on where to look first!

If you learn best by being taught, check out the FreeCode BootcampsPython Camp. If you prefer watching videos, then the Introduction to Python course is good for that, and YouTube is a place to look for tutorials and teach both good and not so good.

If you’re looking to build web projects with Python, How to Quickly Start a Django Project and Django Application is a good place to start, then web development with Django will go a long way after that.

If you want to get started with data science and statistics, check out the book Data science: an introduction then the rest of the series. Both of these dive into the detail of tools, skills, and practical approaches.

If you are looking to develop your programming skills in many areas, I recommend this series of books: The Python Apprenticeand its sequel, and its subsequent sequel, which really go into some detail.

And if you learn best by doing…then do it. Choose a small project, a problem that you would like to solve and use Python to solve it. Don’t worry about building something for someone else to see; leave the UI aside for now.

Pick a simple, real problem and solve it. Maybe it’s something that helps solve the morning crossword by finding all the words that match “-th-n”, or a little tool that lists all your photos taken in 2017, or something that tracks the calories you consumed today.

Watch some of the tutorials above to learn how to get started, and Python’s own documentation for details on everything that comes with Python out-of-the-box: how to ask for input, or manipulate numbers and strings, read a file, or handle dates. Look for answers and read Stack Overflow.

For those who learn by doing, getting their fingers into Python is a great way to go. He forgives mistakes and helps newcomers. Good luck to you.

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