The Best Udemy Courses for Learning AI and Machine Learning
Popular, All‑Around AI & ML Courses
1. Artificial Intelligence A‑Z™: Learn How to Build An AI
Covers deep learning, reinforcement learning, NLP, and hands‑on work with TensorFlow & Keras.
~16+ hours of video. Rated around 4.3 stars.
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2. The Complete Artificial Intelligence and ChatGPT Course
Includes machine learning, deep learning, NLP, and Python integration. Ideal for both beginners and advanced learners.
~19+ hours of video; ~4.5 stars.
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Strong Machine Learning Foundations
3. Machine Learning A‑Z™: Hands‑On Python & R in Data Science
Covers core ML algorithms (e.g., regression, trees, random forests) using both Python and R.
40+ hours; ~4.5 stars; among the most popular on the platform.
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4. Python for Data Science and Machine Learning Bootcamp (by Jose Portilla)
Teaches Python libraries (NumPy, Pandas, Matplotlib, etc.) with projects on ML algorithms, NLP, neural nets.
25+ hours; ~4.6 stars.
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5. Deep Learning A‑Z™: Hands‑On Artificial Neural Networks
Focused on building CNNs, RNNs, and applications in image/text using TensorFlow & Keras.
~22 hours; ~4.5 stars.
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Specialized Tracks & Advanced Focus
6. Applied Machine Learning in Python
Practical: covers regression, classification, clustering with Python.
~14 hours; ~4.6 stars.
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7. Complete Guide to TensorFlow for Deep Learning with Python
Dive deep into TensorFlow: CNNs, RNNs, NLP, image classification, and object detection.
~14 hours; ~4.4 stars.
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8. Machine Learning with Python: A Practical Introduction (Frank Kane)
Real‑world approach covering data preprocessing, clustering, regression using scikit‑learn, Pandas, etc.
~15 hours; high ratings (~4.5).
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9. Advanced AI: Deep Reinforcement Learning in Python (Lazy Programmer Inc.)
Focuses on Q‑learning, deep Q‑networks, policy gradients with TensorFlow & Keras.
~14 hours; ~4.4 stars.
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Extended and Combo Bootcamps
Complete A.I. & Machine Learning, Data Science Bootcamp – Comprehensive intro to AI, ML, data science with Python and TensorFlow. Great for total beginners.
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Machine Learning A‑Z: AI, Python & R + ChatGPT Prize (2025) – Covers ML in both Python and R, with a modern twist including ChatGPT.
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The Data Science Course 2025: Complete Data Science Bootcamp – Covers data science basics plus advanced ML and deep learning through real projects.
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Deep Learning A‑Z 2025: Neural Networks, AI & ChatGPT Prize – Deep dives into neural networks and advanced DL techniques with a generative AI slant.
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Choosing the Right Course for You
Your Goal / Background Recommended Course(s)
Beginner, want broad AI intro Artificial Intelligence A‑Z™ or Complete A.I. & ML Bootcamp
Learn coding & ML fundamentals Python Bootcamp (Portilla) or Machine Learning A‑Z™
Deep learning specialization Deep Learning A‑Z™ or TensorFlow Guide
Prefer hands‑on/practical projects Applied ML in Python or Frank Kane’s ML course
Ready for advanced topics (RL, generative AI) Advanced AI: Deep Reinf. Learning or Deep Learning A‑Z 2025
Tips Before You Enroll
Check recent reviews, especially for updates or new content.
Wait for Udemy sales—you can often grab these courses for ₹800–1,200 (INR).
Preview the curriculum to ensure it matches your learning style and goals.
Look for courses offering downloadable resources and projects, which are valuable for building a portfolio.
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