How to Get Started in Explainable AI, Deep Learning, MLOps?

According to ChatGPT’s answer of current trends in practical machine learning, the top 3 on the list are Automated Machine Learning and Deep Learning and Explainable Artificial Intelligence. To equip ourselves with these skillsets, I have recommend some resources that help us get started and hands on these fields quickly.

🗒️ Resources mentioned in the video:
Blog Post - What Does ChatGPT Say About ML Trend and How Can We Prepare For It?   / what-does-chatgpt-say-about-ml-trend  
How to Self Learn Data Science:    • How to Self Learn Data Science in 2022  

AutoML / MLOps:
1.GitHub - "Awesome MLOps": https://github.com/visenger/awesome-m...
2. Book - “Building Machine Learning Pipelines” by Hannes Hapke and Catherine Nelson: https://www.oreilly.com/library/view/...
3. Book - “Practical MLOps”: https://www.oreilly.com/library/view/...

Deep Learning:
1. Book - “Hands-on Machine Learning with Scikit-Learn, Keras and Tensorflow”: https://www.oreilly.com/library/view/...
2. Online Course - “Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning”: https://www.coursera.org/learn/introd...

Explainable Artificial Intelligence:
1. Book - “Interpretable Machine Learning with Python”: https://www.oreilly.com/library/view/...
2. Video Tutorial — “Explainable AI” YouTube playlists:    • Explainable AI  

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