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? destingong.medium.com/what-does-chatgpt-say-about-…
How to Self Learn Data Science:    • How to Self Learn Data Science in 2022  

AutoML / MLOps:
1.GitHub - "Awesome MLOps": github.com/visenger/awesome-mlops#core-mlops
2. Book - “Building Machine Learning Pipelines” by Hannes Hapke and Catherine Nelson: www.oreilly.com/library/view/building-machine-lear…
3. Book - “Practical MLOps”: www.oreilly.com/library/view/practical-mlops/97810…

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

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

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