AI/ML/DL

✨This repo serves as a resource for developers to leverage on their journey into Emerging Technologies like AI, ML and DL.✨

This is a visual roadmap for beginners venturing into the World of Software Development. In order not to feel overwhelmed by how much you need to know about Emerging Technologies. This roadmap serves as a guide through out your journey. You can follow through this guide and be assured you are on the right path.

Resource types: 🎮 - Interactive 📚 - Book 📹 - Video 📝 - Article 🎤 - Podcast 👩‍💻 - Community 💰 - Paid Resource 🎁- Free Resource 🏆 - Exercises

📌 Artificial Intelligence

1. ​Artificial Intelligence A-Z™: Learn How To Build An AI​

2. ​Artificial Intelligence​

3. ​Artificial Intelligence Nanodegree​

4. ​Artificial Intelligence (Northwestern | Kellog School of Management​

5. ​Machine Learning AI Certification by Stanford University (Coursera)​

6. ​IBM AI Engineering Professional Certificate (Coursera)​

7. ​Artificial Intelligence: Business Strategies and Applications (Berkeley ExecEd)​

8. ​Deep Learning by Andrew Ng (Coursera)​

9. ​AI For Everyone by Andrew Ng (Coursera)​

10. ​Artificial Intelligence Certification by Columbia University (edX)​

11. ​Introduction to Artificial Intelligence by IBM (Coursera)​

12. ​Microsoft Professional Certification in Artificial Intelligence (edX)​

13. ​TensorFlow for Artificial Intelligence by deeplearning.ai (Coursera)​

14. ​Artificial Intelligence (Northwestern | Kellog School of Management)​

15. ​Machine Learning AI Certification by Stanford University (Coursera)​

16. ​IBM AI Engineering Professional Certificate (Coursera)​

17. ​Artificial Intelligence: Business Strategies and Applications (Berkeley ExecEd)​

18. ​AI For Everyone by Andrew Ng (Coursera)​

19. ​Artificial Intelligence Certification by Columbia University (edX)​

20. ​Introduction to Artificial Intelligence by IBM (Coursera)​

21. ​Microsoft Professional Certification in Artificial Intelligence (edX)​

22. ​TensorFlow for Artificial Intelligence by deeplearning.ai (Coursera)​

23. ​Free Artificial Intelligence Courses (edX)​

24. ​Artificial Intelligence Courses (Udemy)​

25. Artificial Intelligence Graduate Certificate (Stanford Online)

26. Professional Certificate in AI and ML (MIT Professional Edu.)

27. ​Learn AI from ML experts at Google (Google)​

28. ​Advanced AI Tutorial: Deep Reinforcement Learning in Python (Udemy)​

29. ​Artificial Intelligence Course: Reinforcement Learning in Python (Udemy)​

30. Become an AI Product Manager Nanodegree Certification (Udacity)

31. ​Python for Everybody by University of Michigan (Coursera)​

32. ​Artificial Intelligence for Beginners – Free Course (LinkedIn Learning – Lynda)​

33. ​Artificial Intelligence Certification: Learn How To Build An AI (Udemy)​

34. ​Artificial Intelligence Course with Python (Udemy)​

📌 Machine Learning

1. ​Machine Learning A-Z​
2. ​Machine Learning Specialization​
3. ​Principles of Machine Learning​
4. ​Advanced Machine Learning​
5. ​Learn Machine Learning​
6. ​Python for Data Science and Machine Learning Bootcamp​
7. ​Scala and Spark for Big Data and Machine Learning​
8. ​Machine Learning, Data Science and Deep Learning with Python​
9. ​Data Science and Machine Learning Bootcamp with R​
10. ​Machine Learning (By Georgia Tech)​
11. ​Machine Learning (By Columbia University)​
12. ​Robotics: Vision Intelligence and Machine Learning​
13. ​Machine Learning AI Certification by Stanford University (Coursera)​
14. ​Learn AI from ML experts at Google (Google)​
15. ​Machine Learning Certification from University of Washington (Coursera)​

📌 Deep Learning

1. Complete Guide to TensorFlow for Deep Learning with Python
2. Deep Learning Specialization
3. Deep Learning with Python and Keras
4. Deep Learning and Computer Vision A-Z™: OpenCV, SSD & GANs
5. Deep Learning A-Z™: Hands-On Artificial Neural Networks
6. Natural Language Processing with Deep Learning in Python
7. Deep Learning by Andrew Ng (Coursera)
8. IBM Data Science Professional Certificate (Coursera)
9. Deep Learning by IBM (edX)
10. Data Science by Harvard University (edX)
11. Microsoft Professional Program in Data Science (edX)