Learn the ways of machine learning with Python through one of these 5 courses and specializations – Fortune
The fastest growing jobs in the world right now are ones dealing with AI and machine learning. Thats according to the World Economic Forum.
This should come at no surprise as new technology is being deployed practically on the daily that is revolutionizing the ways in which the globe works through automation and machine intelligence.
ADVERTISEMENT
Beyond having foundational skills in mathematics and computer science and soft skills like problem-solving and communication, core to the AI and machine learning space is programmingspecifically Python. The programming language is one of the most in-demand for all tech experts.
Python plays an integral part of machine learning specialists everyday tasks, says Ratinder Paul Singh Ahuja, CTO and VP at Pure Storage. He specifically points its diverse set of libraries and their relevant roles:
As you can imagine, the best practices in the everchanging AI may differ depending on the day, task, and company. So, building foundational skills overalland being able to differentiate yourselfis important in the space.
The good news for those who are looking to learn the ropes in the machine learning and Python space, there are seemingly endless ways to gain knowledge onlineand even for free.
For those exploring the subject on your own, resources like W3Schools, Kaggle, and Googles crash course are good options. Even as simple as watching YouTube videos and checking out GitHub can be useful.
I think if you focus on core technical skills, and also the ability to differentiate, I think that theres still plenty of opportunity for AI enthusiasts to get into the market, says Rakesh Anigundi, Ryzen AI product lead at AMD.
Anigundi adds that because the field and job market is so complicated, even companies themselves are trying to figure out what are the most useful skills to build products and solve problems. So, doing anything you can to stay ahead of the game can be part of what helps propel your career.
For those looking for a little bit of a deeper dive into machine learning with Python, Fortune has listed some of the options on the market; theyre largely self-paced but vary slightly in terms of price and length.
Participants can watch hours of free videos about machine learning. At the end, each course has one learning multiple-choice question. Users are provided five different challenges to take on. The interactive projects include the creation of a book recommendation engine, neural network SMS text classifier, and cat and dog image classifier.
Cost: Free
Length: Self-paced; 36 lessons + 5 projects
Course examples: Tensorflow; Deep Learning Demystified
Hosted with edX, this introductory course allows students to learn about machine learning and AI straight from two of Harvards expert computer science professors. Participants are exposed to topics like algorithms, neutral networks, and natural language processing. Video transcripts are also notably available in nearly a dozen other languages. For those wanting to learn more, the course is part of Harvards computer science for artificial intelligence professional certificate program.
Cost: Free (certificate available for $299)
Length: 6 weeks (45 hours/week)
Course learning goals: Explore advanced data science; train models; examine result; recognize data bias
Data scientists from IBM guide students through machine learning algorithms, Python classifications techniques, and data regressions. Participants are recommended to have a working knowledge of Python, data analysis, and data visualization as well as high school-level mathematics.
Cost: $49/month
Length: 12 hours (approximately)
Module examples: Regression; Classification; Clustering
With nearly 100 hours of content, instructors from Stanford University and DeepLearning.ai, including renowned AI and edtech leader Andrew Ng, walk students through the foundations of machine learning. It also focuses on the applications of AI into the real world, especially Silicon Valley. Participants are recommended to have some basic coding experience with knowledge of high school-level mathematics.
Cost: $49/month
Length: 2 months (10 hours/week)
Course examples: Supervised Machine Learning: Regression and Classification; Advanced Learning Algorithms; Unsupervised Learning, Recommenders, Reinforcement Learning
A professor from the University of Michigans school of information and college of engineering teaches students the ins and outs of machine learning, with discussion of regressions, classifications, neural networks, and more. The course is for individuals with already some existing knowledge in the data and AI world. It is part of a larger specialization focused on data science methods and techniques.
Cost: $49/month
Length: 31 hours (approximately)
Course examples: Fundamentals of Machine Learning; Supervised Machine Learning; Evaluation
Check out all ofFortunesrankings of degree programs, and learn more about specificcareer paths.
- Will the Humanities Survive Artificial Intelligence? - The New Yorker - April 27th, 2025 [April 27th, 2025]
- Artificial Intelligence transforming the vacation-planning process - Fox Business - April 27th, 2025 [April 27th, 2025]
- These 2 Artificial Intelligence (AI) Chip Stocks Could Soar 50% to 112% in the Next Year, According to Wall Street - Yahoo Finance - April 27th, 2025 [April 27th, 2025]
- 2 Top Artificial Intelligence Stocks to Buy While They're on Sale - The Motley Fool - April 27th, 2025 [April 27th, 2025]
- AI Takes the Field: How Artificial Intelligence Is Powering the Next Era of Sports - PYMNTS.com - April 27th, 2025 [April 27th, 2025]
- 'Godfather of AI' reveals the startling odds that artificial intelligence will take over humanity - Daily Mail - April 27th, 2025 [April 27th, 2025]
- Prediction: Palantir's New Deal With NATO Could Revolutionize How Artificial Intelligence (AI) Is Used in the Public Sector. Here's Why. - Yahoo... - April 27th, 2025 [April 27th, 2025]
- ASCRS 2025: Bonnie An Henderson, MD, on leveraging artificial intelligence in cataract refractive surgery - Ophthalmology Times - April 27th, 2025 [April 27th, 2025]
- 2 Artificial Intelligence Stocks to Buy With $2,000 - The Motley Fool - April 27th, 2025 [April 27th, 2025]
- Alumni explore the future of artificial intelligence at Imagine RIT symposium - Rochester Institute of Technology - April 27th, 2025 [April 27th, 2025]
- Israels use of AI on the battlefield: How the IDF targets Hamas leaders with artificial intelligence - All Israel News - April 27th, 2025 [April 27th, 2025]
- Are you using artificial intelligence, such as ChatGPT, to write or edit your work? - dnronline.com - April 27th, 2025 [April 27th, 2025]
- These 2 Artificial Intelligence (AI) Chip Stocks Could Soar 50% to 112% in the Next Year, According to Wall Street - The Motley Fool - April 27th, 2025 [April 27th, 2025]
- 2 Top Artificial Intelligence (AI) Stocks to Buy Right Now - The Motley Fool - April 27th, 2025 [April 27th, 2025]
- AMD Jumped Today -- Is the Artificial Intelligence (AI) Stock a Buy? - The Motley Fool - April 27th, 2025 [April 27th, 2025]
- 6 EdTech AI trends: How artificial intelligence is reshaping education - Amazon Web Services (AWS) - April 27th, 2025 [April 27th, 2025]
- Why Colorados artificial intelligence law is a big deal for the whole country - The Colorado Sun - April 27th, 2025 [April 27th, 2025]
- In new sci-fi novels, artificial intelligence causes problems and the moon somehow turns into cheese - Toronto Star - April 27th, 2025 [April 27th, 2025]
- Rockets to introduce ClutchBot as generative artificial intelligence mascot - Rockets Wire - April 27th, 2025 [April 27th, 2025]
- ADVANCING ARTIFICIAL INTELLIGENCE EDUCATION FOR AMERICAN YOUTH - The White House (.gov) - April 25th, 2025 [April 25th, 2025]
- Some of California's troubled bar exam was drafted by nonlawyers with help from artificial intelligence - ABA Journal - April 25th, 2025 [April 25th, 2025]
- Trump Executive Order Calls for Artificial Intelligence to Be Taught in Schools - EdSurge - April 25th, 2025 [April 25th, 2025]
- Colorado lawmakers move to ban sexually exploitive images, video created with artificial intelligence - The Colorado Sun - April 25th, 2025 [April 25th, 2025]
- US Department of Labor applauds President Trumps executive order advancing artificial intelligence education for young Americans - U.S. Department of... - April 25th, 2025 [April 25th, 2025]
- 1 Magnificent Artificial Intelligence (AI) Stock to Keep an Eye on Before It Starts Soaring - The Motley Fool - April 25th, 2025 [April 25th, 2025]
- Artificial Intelligence in Agriculture is Changing the Way Farmers Farm - Farms.com - April 25th, 2025 [April 25th, 2025]
- Artificial intelligence tool development: what clinicians need to know? - BMC Medicine - April 25th, 2025 [April 25th, 2025]
- President Donald Trump Just Dealt a Jarring Blow to Nvidia. Can the Artificial Intelligence (AI) Chip King Recover and Reclaim Its Previous Highs? -... - April 25th, 2025 [April 25th, 2025]
- Palantir Surged Again Today -- Is the Artificial Intelligence (AI) Stock a Buy? - The Motley Fool - April 25th, 2025 [April 25th, 2025]
- How Artificial Intelligence Is Enhancing Cryptocurrency Security and Fraud Detection - Programming Insider - April 25th, 2025 [April 25th, 2025]
- The Impact of Artificial Intelligence on Education - The A&T Register - April 25th, 2025 [April 25th, 2025]
- 2 Artificial Intelligence (AI) Stocks That Could Soar in the Second Half of 2025 - Yahoo Finance - April 25th, 2025 [April 25th, 2025]
- Advancing Artificial Intelligence Education for American Youth (Trump EO Tracker) - Akin Gump Strauss Hauer & Feld LLP - April 25th, 2025 [April 25th, 2025]
- Why Pony AI Is Winning the Artificial Intelligence Race Today - The Motley Fool - April 25th, 2025 [April 25th, 2025]
- Artificial Intelligence in Military Market is Forecasted to Reach US$ 15.62 Billion in 2029, Says Stratview Research - openPR.com - April 25th, 2025 [April 25th, 2025]
- Nurses Perception of Artificial Intelligence-Driven Monitoring Systems for Enhancing Compliance With Infection Prevention and Control Measures in... - April 25th, 2025 [April 25th, 2025]
- 4 Reasons CrowdStrike Is Still a Top Artificial Intelligence Stock Buy Right Now - The Motley Fool - April 25th, 2025 [April 25th, 2025]
- Prediction: 2 Artificial Intelligence (AI) Stocks That Could Be Worth More Than Nvidia by 2030 - The Motley Fool - April 25th, 2025 [April 25th, 2025]
- 3 Artificial Intelligence (AI) Stocks That Could Soar in the Second Half of 2025 - The Motley Fool - April 25th, 2025 [April 25th, 2025]
- AI-powered diagnostics: What physicians need to know about artificial intelligence diagnosing patients - Medical Economics - April 25th, 2025 [April 25th, 2025]
- Palantir Surged Again Today -- Is the Artificial Intelligence (AI) Stock a Buy? - MSN - April 25th, 2025 [April 25th, 2025]
- Commentary: From artificial intelligence to 'natural stupidity' - The Business Journals - April 25th, 2025 [April 25th, 2025]
- Nvidia Is Expensive. Here Are 3 High-Yield Artificial Intelligence Plays That Aren't. - Nasdaq - April 23rd, 2025 [April 23rd, 2025]
- Incorporation of explainable artificial intelligence in ensemble machine learning-driven pancreatic cancer diagnosis - Nature - April 23rd, 2025 [April 23rd, 2025]
- Artificial intelligence in the Kyrgyz Republic: a silent transformation in the making? - World Bank Blogs - April 23rd, 2025 [April 23rd, 2025]
- Does Netflix Have the Right Artificial Intelligence (AI) Ideas? - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- Impact of artificial intelligence on elections topic of Edmonds Civic Roundtable May 5 meeting - My Edmonds News - April 23rd, 2025 [April 23rd, 2025]
- 1 Market-Beating Artificial Intelligence (AI) ETF That Could Turn $250,000 Into $1 Million - Nasdaq - April 23rd, 2025 [April 23rd, 2025]
- The Oasis Group and AdvisorEngine Release Research Report on Artificial Intelligence Note Takers - Yahoo Finance - April 23rd, 2025 [April 23rd, 2025]
- This May Be the Best Artificial Intelligence (AI) Semiconductor Stock to Buy Right Now - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- 2 Artificial Intelligence (AI) Stocks to Buy on the Dip Right Now - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- 2 Artificial Intelligence (AI) Stocks That Could Soar in the Second Half of 2025 - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- 3 Artificial Intelligence (AI) Stocks That Can Skyrocket Up to 232%, According to Select Wall Street Analysts - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- Artificial Intelligence Solves One of Archaeologys Greatest Puzzles - The Daily Galaxy - April 23rd, 2025 [April 23rd, 2025]
- What's next in artificial intelligence according to a tech visionary who may hold the cards to our future - CBS News - April 23rd, 2025 [April 23rd, 2025]
- 1 Market-Beating Artificial Intelligence (AI) ETF That Could Turn $250,000 Into $1 Million - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- DIGI360: Digital transformation, cybersecurity, and the future of artificial intelligence in one event - EntrepreNerd - April 23rd, 2025 [April 23rd, 2025]
- The American Film Academy is not against the use of artificial intelligence in films - Mezha.Media - April 23rd, 2025 [April 23rd, 2025]
- Artificial Intelligence In Omics Studies Market Massive Growth - openPR.com - April 23rd, 2025 [April 23rd, 2025]
- Artificial Intelligence and The Prospect of De-Globalization - Modern Diplomacy - April 23rd, 2025 [April 23rd, 2025]
- China to rely on artificial intelligence in education reform bid - Reuters - April 23rd, 2025 [April 23rd, 2025]
- Artificial Intelligence What's all the fuss? - The Hacker News - April 23rd, 2025 [April 23rd, 2025]
- Artificial Intelligence (AI) in Marketing Market Expected to Reach USD 104.85 Billion by 2030 - openPR.com - April 23rd, 2025 [April 23rd, 2025]
- Alumni Association To Offer Online Artificial Intelligence Course To All Penn State Alumni - Onward State - April 23rd, 2025 [April 23rd, 2025]
- Nvidia Is Expensive. Here Are 3 High-Yield Artificial Intelligence Plays That Aren't. - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- AI Week: Exploring the Future of Artificial Intelligence - www.alfred.edu - April 23rd, 2025 [April 23rd, 2025]
- 1 Artificial Intelligence (AI) Stock-Buyback Stock to Buy Hand Over Fist During the Nasdaq Sell-Off - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- Was Talos, the Bronze Automaton Who Guarded the Island of Crete in Greek Myth, an Early Example of Artificial Intelligence? - Smithsonian Magazine - April 23rd, 2025 [April 23rd, 2025]
- Prediction: These 2 Artificial Intelligence (AI) Giants Will Outperform Nvidia Over the Next 5 Years - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- Galaxy Announces Commitment with CoreWeave to Host Additional Artificial Intelligence and High-Performance Computing Infrastructure at Helios Data... - April 23rd, 2025 [April 23rd, 2025]
- Tariff Turmoil: One Artificial Intelligence (AI) Stock Down 26% to Buy Hand Over Fist Right Now - The Motley Fool - April 23rd, 2025 [April 23rd, 2025]
- EU to invest $1.4 billion in artificial intelligence, cybersecurity and digital skills - Reuters - March 28th, 2025 [March 28th, 2025]
- Virginia Governor Vetoes Artificial Intelligence Bill HB 2094: What the Veto Means for Businesses - Ogletree Deakins - March 28th, 2025 [March 28th, 2025]
- Artificial Intelligence, China, and Americas Next Industrial Revolution - The National Interest Online - March 28th, 2025 [March 28th, 2025]
- SEC Roundtable on Artificial Intelligence in the Financial Industry - SEC.gov - March 28th, 2025 [March 28th, 2025]
- Prediction: This Artificial Intelligence (AI) Stock Will Join Nvidia, Meta Platforms, Apple, Microsoft, Amazon, and Alphabet in the Trillion-Dollar... - March 28th, 2025 [March 28th, 2025]
- 3 Subtle Ways Warren Buffett Is Investing in the $15.7 Trillion Artificial Intelligence (AI) Revolution - The Motley Fool - March 28th, 2025 [March 28th, 2025]
- Did Artificial Intelligence Technology Drive Startup Activity in the US from 2010 to 2023? - International Banker - March 28th, 2025 [March 28th, 2025]
- Data and artificial intelligence: the fuel behind space discovery - SpaceNews - March 28th, 2025 [March 28th, 2025]
- How Artificial Intelligence is Transforming PlayStation Games - PSX Extreme - March 28th, 2025 [March 28th, 2025]