THE DATA SCIENCE INTERVIEW BOOK

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About
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Mathematical Motivation
STATISTICS
MODEL BUILDING
Algorithms
NEURAL NETWORK
- Neural Network
- ⚠️Recurrent Neural Network
NLP
BUSINESS INTELLIGENCE
- ⚠️Power BI
  - Charts
  - Problems
- Visualization
PYTHON
ML OPS
SQL
⚠️EXCEL
MACHINE LEARNING FRAMEWORKS
- PyCaret
- ⚠️Tensorflow
ANALYTICAL THINKING
Generative AI
- Vector Database
- LLMs
CHEAT SHEETS
POLICIES
- PRIVACY NOTICE

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Last updated 2 years ago