1. AI For Everyone by Andrew Ng
- Description: A beginner-friendly introduction to AI, covering its applications and societal impact. No programming required.
- Link: AI For Everyone
2. Deep Learning Specialization by Andrew Ng
- Description: A comprehensive specialization teaching deep learning, neural networks, and more advanced concepts.
- Link: Deep Learning Specialization
3. CS50’s Introduction to Artificial Intelligence with Python
- Description: Harvard’s hands-on course on AI fundamentals, exploring search algorithms, machine learning, and more.
- Link: CS50 AI with Python
4. Machine Learning by Stanford University
- Description: A classic course by Andrew Ng that dives into foundational ML algorithms and techniques.
- Link: Machine Learning
5. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
- Description: Learn TensorFlow and build AI models with hands-on projects.
- Link: Introduction to TensorFlow
6. AI Programming with Python by Udacity
- Description: A nanodegree program focusing on Python, NumPy, and PyTorch for AI development.
- Link: AI Programming with Python
7. Elements of AI
- Description: A free course exploring AI concepts for anyone interested in the technology, regardless of background.
- Link: Elements of AI
8. Artificial Intelligence A-Z™: Learn How To Build An AI
- Description: A practical course for building AI using deep Q-learning and other tools.
- Link: Artificial Intelligence A-Z
9. IBM Applied AI Professional Certificate
- Description: A professional certificate program teaching AI tools, including Watson and OpenCV.
- Link: IBM Applied AI
10. Advanced Machine Learning Specialization by HSE University
- Description: A deeper dive into advanced ML topics, including reinforcement learning and generative models.
- Link: Advanced Machine Learning Specialization
11. Reinforcement Learning Specialization
- Description: Learn reinforcement learning techniques and how to build intelligent agents.
- Link: Reinforcement Learning Specialization
12. AI in Medicine Specialization
- Description: Explore AI applications in healthcare, including diagnostic imaging and clinical data analysis.
- Link: AI in Medicine
13. Generative Adversarial Networks (GANs) Specialization
- Description: Master the art of creating GANs for image generation and other creative AI tasks.
- Link: GANs Specialization
14. Introduction to Artificial Intelligence (AI) by Microsoft
- Description: Learn the basics of AI and how to integrate AI tools into real-world applications.
- Link: Introduction to AI
15. MIT OpenCourseWare: Artificial Intelligence
- Description: Free lecture-based course covering AI problem-solving, machine learning, and reasoning.
- Link: MIT AI Course
16. Artificial Intelligence: Reinforcement Learning in Python
- Description: A hands-on course focused on implementing reinforcement learning algorithms.
- Link: Reinforcement Learning in Python
17. AI for Business Leaders
- Description: A course for business leaders to understand AI’s strategic implications and applications.
- Link: AI for Business Leaders
18. AI Ethics and Society
- Description: Learn about the ethical implications of AI technology and how to design fair systems.
- Link: AI Ethics and Society
19. NVIDIA Deep Learning Institute
- Description: NVIDIA offers a range of hands-on courses for developers working with deep learning and AI.
- Link: NVIDIA DLI
20. Coursera AI and Machine Learning Career Guide
- Description: Guidance for beginners to identify career paths and necessary skills in AI and ML.
- Link: AI and ML Career Guide