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Data Science Demystified

Data_Science_Demystified

1. Mathematics Fundamentals
2. ML Problem Approach
3. Statistics
4. Regression
5. Classification Technique
6. Recommendation System
7. Unsupervised Learning
8. Time Series Analysis
9. Deep Learning
10. NLP
11. DS Project Management Framework
12. MLOps

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ML Problem Approach

2. ML Problem Approach#

This section outlines the principles and foundational concepts that spans across the lifecycle of an ML problem

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1.3. Optimization

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2.1. Hypothesis Generation

By Abenav S

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