Table of Contents – BPB Online
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- Introduction to Machine Learning
- Problem Formulation in Machine Learning
- Data Acquisition and Cleaning
- Exploratory Data Analysis
- Model Building and Tuning
- Taking Our Model into Production
- Data Analytics Use Case
- Building a Custom Image Classifier from Scratch
- Building a News Summarization App Using Transformers
- Multiple Inputs and Multiple Output Models
- Contributing to the Community
- Creating Your Project
- Crash Course in Numpy, Matplotlib, and Pandas
- Crash Course in Linear Algebra and Statistics
- Crash Course in FastAPI