AI and Machine Learning Foundations - Python, Data Science, and MLOps

AI and Machine Learning Foundations - Python, Data Science, and MLOps

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⌨️ Workshop: How to Become a Data Scientist With No Experience

12 of 14

12 of 14

⌨️ Workshop: How to Become a Data Scientist With No Experience

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Classroom Contents

AI and Machine Learning Foundations - Python, Data Science, and MLOps

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  1. 1 ⌨️ Introduction
  2. 2 ⌨️ Machine Learning Roadmap for 2024
  3. 3 ⌨️ ML Basics Supervised vs. Unsupervised, Regression vs. Classification
  4. 4 ⌨️ Machine Learning Bias-Variance Trade-off
  5. 5 ⌨️ Machine Learning Overfitting Regularization
  6. 6 ⌨️ Machine Learning Linear Regression Model
  7. 7 ⌨️ Machine Learning Linear Regression Model As a Prediction Model
  8. 8 ⌨️ Top 10 Machine Learning Algorithms
  9. 9 ⌨️ Data Analysis : Superstore Data Analytics Project
  10. 10 ⌨️ Machine Learning Linear Regression Case Study
  11. 11 ⌨️ MLOps: Movie recommendation system.
  12. 12 ⌨️ Workshop: How to Become a Data Scientist With No Experience
  13. 13 ⌨️ Workshop: How to Build A Startup
  14. 14 ⌨️ Machine Learning Interview Prep🎉 Thanks to our Champion and Sponsor supporters:

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