# 470 Best Machine Learning Courses (2026) — Reviews | Course Reviews > Independent editorial rankings of the 470 best machine learning online courses in 2026 (average rating 8.2/10). Compare Coursera, edX, Udemy and more — free and paid options. Updated September 2026. # 470 Best Machine Learning Courses of 2026 Independent editorial rankings of 470 machine learning online courses from Coursera, edX, Udemy and more. Every rating is set by our team — no automated scoring. New reviews added weekly · Updated September 2026. 470 Courses 8.2 Avg Rating View Best Courses View Learning Path Looking for the best machine learning online courses? We've reviewed and rated 470+ machine learning courses from platforms like Coursera, Udemy, edX & more. Compare machine learning training courses by rating, difficulty, duration, and content quality to find the perfect course for your goals. Top Pick /10 ### Structuring Machine Learning Projects Course Coursera Beginner The "Structuring Machine Learning Projects" course offers a comprehensive and practical approach to managing ML projects... Read Review Enroll Level: Beginner Medium Intermediate Advanced Access: Lifetime Showing 1–12 of 470 results Sort by: Default Average rating Latest Alphabetical ![Structuring Machine Learning Projects Course](/api/media/file/hero/structuring-machine-learning-projects-course.webp?width=480) Coursera Machine Learning Courses ## Structuring Machine Learning Projects Course ★★★★½ Coursera View Course » Enroll ![Applied Machine Learning in Python Course](/api/media/file/hero/applied-machine-learning-in-python-course.webp?width=480) Coursera Machine Learning Courses ## Applied Machine Learning in Python Course ★★★★½ Coursera View Course » Enroll ![Data Science: Statistics and Machine Learning Specialization Course](/api/media/file/images/2025/05/Data-Science-Statistics-and-Machine-Learning-Specialization.webp?width=480) Coursera Machine Learning Courses ## Data Science: Statistics and Machine Learning Specialization Course ★★★★½ Coursera View Course » Enroll ![IBM Introduction to Machine Learning Specialization Course](/api/media/file/images/2025/05/IBM-Introduction-to-Machine-Learning-Specialization.webp?width=480) Coursera Machine Learning Courses ## IBM Introduction to Machine Learning Specialization Course ★★★★½ Coursera View Course » Enroll ![Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning Course](/api/media/file/images/2025/05/Introduction-to-TensorFlow-for-Artificial-Intelligence-Machine-Learning-and-Deep-Learning.webp?width=480) Coursera Machine Learning Courses ## Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning Course ★★★★½ Coursera View Course » Enroll ![Machine Learning for All Course](/api/media/file/hero/machine-learning-for-all-course.webp?width=480) Coursera Machine Learning Courses ## Machine Learning for All Course ★★★★½ Coursera View Course » Enroll ![Machine Learning for Trading Specialization Course](/api/media/file/images/2025/07/Machine-Learning-for-Trading-Specialization.webp?width=480) Coursera Machine Learning Courses ## Machine Learning for Trading Specialization Course ★★★★½ Coursera View Course » Enroll ![Machine Learning Foundations: A Case Study Approach Course](/api/media/file/images/2025/05/Machine-Learning-Foundations-A-Case-Study-Approach.webp?width=480) Coursera Machine Learning Courses ## Machine Learning Foundations: A Case Study Approach Course ★★★★½ Coursera View Course » Enroll ![Machine Learning in Production Course](/api/media/file/hero/machine-learning-in-production-course.webp?width=480) Coursera Machine Learning Courses ## Machine Learning in Production Course ★★★★½ Coursera View Course » Enroll ![Machine Learning Specialization Course](/api/media/file/hero/machine-learning-specialization-course.webp?width=480) Coursera Machine Learning Courses ## Machine Learning Specialization Course ★★★★½ Coursera View Course » Enroll ![Machine Learning with Python Course](/api/media/file/images/2025/05/Machine-Learning-with-Python.webp?width=480) Coursera Machine Learning Courses ## Machine Learning with Python Course ★★★★½ Coursera View Course » Enroll ![Machine Learning with Scikit-learn, PyTorch & Hugging Face Professional Certificate course](/api/media/file/images/2026/02/Machine-Learning-with-Scikit-learn-PyTorch-Hugging-Face-Professional-Certificate.webp?width=480) Coursera Machine Learning Courses ## Machine Learning with Scikit-learn, PyTorch & Hugging Face Professional Certificate course ★★★★½ Coursera View Course » Enroll Next Page » ## Latest Articles Guides and insights for online learners ![Build AI skills with the Google AI Professional Certificate](/api/media/file/images/2026/03/Google-AI-Professional-Certificate.webp?width=600) Certifications ### Build AI skills with the Google AI Professional Certificate Hands-on training with Gemini, NotebookLM, and AI Studio from Google practitioners, plus 3 months of Google AI Pro included with enrolment on Coursera. Portfoli Read More » Guides ### Python Tutorial: Best Courses to Learn Python in 2026 After testing over 30 courses, I've found the best python tutorial options for beginners and career changers. These courses deliver real skills with hands-on pr Read More » Best Courses ### CISSP vs CompTIA Security+: Which Cert Should You Pursue? 8 best CompTIA Security+ (SY0-701) prep courses for 2026, ranked by pass rate, lab quality, and exam objective coverage. Read More » ## What is Machine Learning? Best online machine learning courses from top universities and platforms. ## Jobs hiring for Machine Learning skills A live sample of positions currently open in the industry for people with machine learning skills. Remote Staff Machine Learning Engineer, Underwriting And Credit Block Gainesville, United States · full-time Remote Senior Machine Learning Engineer, Relevance And Personalization (Query Intelligence) Airbnb, Inc. Edinburg, United States · full-time Remote Machine Learning Engineer, Images Cantina Llc Winston Salem, United States · full-time Remote Senior Machine Learning Engineer, Customer Support Engineering Airbnb, Inc. Midland, United States · full-time Remote Staff Machine Learning Engineer, Traffic Intelligence Airbnb, Inc. Waterbury, United States · full-time Remote Senior Big Data Hadoop Ml Engineer Rackspace Hayward, United States · full-time Senior Engineer, Machine Learning Demandbase Hyderabad, India · full-time Senior AI Engineer WFH Qubrid AI Kolkata, India · full-time ## How in-demand are Machine Learning skills globally? 309 active openings countries hiring remote-friendly 299 new in last 30d (97%) ## Where in the world Machine Learning jobs are hiring The countries with the most machine learning openings currently listed across major job boards. - United States (175) - India (87) - United Kingdom (44) - Spain (2) - Germany (1) ## Top companies hiring for Machine Learning The most active employers currently posting machine learning roles include AO Shearman, Capital One, Airbnb, Inc., with each hiring multiple positions across regions. - AO Shearman (24 open) - Capital One (19 open) - Airbnb, Inc. (7 open) - USAA (5 open) - Qualcomm (5 open) - Dentsu Global Services (3 open) - Disney Entertainment and ESPN Product & Technology (3 open) - Jobtailor (3 open) ## Skills often paired with Machine Learning in job postings Employers hiring for machine learning roles most frequently ask for these companion skills: Python Azure Docker Spark React ## Are there free Machine Learning courses? Yes — 105 of the machine learning courses in our catalogue are free to audit or fully free. A few high-rated picks: - Structuring Machine Learning Projects Course — 9.8/10 - Machine Learning Specialization Course — 9.7/10 - Mathematics for Machine Learning: Multivariate Calculus Course — 9.7/10 ## Machine Learning courses by provider Distribution of machine learning courses in our catalogue across major learning platforms. - Coursera384 courses - EDX58 courses - Udemy20 courses - Educative5 courses - Edureka3 courses ## Frequently asked questions about Machine Learning courses What are the best machine learning online courses? We've reviewed 470 machine learning courses across all major learning platforms. Our editorial team ranks them by content quality, instructor credentials, real-world project work, and learner outcomes. Top-ranked options are refreshed monthly on this page. Are machine learning courses free? Many are — most Coursera, edX and Udemy machine learning courses offer a free-to-audit option, and a subset are entirely free including certificate. Filter this page by price to see just the free courses. Which machine learning course is best for beginners? Look for courses labelled "beginner" or "all levels" in our catalogue. Our editorial reviews specifically flag whether prior experience is needed, so beginners can find a starting point without stumbling into an advanced course by mistake. Do I need a certificate for a machine learning job? A certificate is rarely required by itself, but it demonstrates commitment and gives you a structured curriculum to build a portfolio around. Employers hiring for machine learning roles typically weight practical project work more than any single certificate. Which platform has the best machine learning courses? Coursera carries the largest machine learning catalogue in our reviews, though top-rated courses exist across every major platform. Provider quality varies by subject — our provider breakdown above shows the count per platform. Are machine learning skills in demand? Yes — currently 309 machine learning-related roles are open across the job market, with 0% offering remote or hybrid work. Employers most commonly pair these skills with Python, Azure, Docker. ## Why trust these rankings Every course in our catalogue is reviewed by our editorial team — no automated scoring, no pay-for-placement. Ratings run 1–10 based on syllabus depth, instructor credentials, learner outcomes and how the course compares to alternatives in the same subject. We may earn a commission if you enrol through our links, but rankings are not influenced by any course provider or advertiser. Read our editorial standards. 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