Skip to content

Data Programming

Introduction to Modeling

Initializing search

dataprogpy/code-samples

Home
Syllabus
Getting Started
Exploratory Data Analysis
Introduction to Modeling
Advanced Data Types
Resources

Data Programming

dataprogpy/code-samples

Home
Syllabus
Syllabus
Getting Started
Getting Started
- Introduction to Colab
  Introduction to Colab
- Introduction to Python
  Introduction to Python
Exploratory Data Analysis
Exploratory Data Analysis
- Data Wrangling with Polars
  Data Wrangling with Polars
- Data Visualization with Altair
  Data Visualization with Altair
- Data Storytelling
  Data Storytelling
Introduction to Modeling
Introduction to Modeling
- Modeling Concepts and Workflow
  Modeling Concepts and Workflow
- More Robust Modeling Workflow
  More Robust Modeling Workflow
- Modeling Without a Target
  Modeling Without a Target
Advanced Data Types
Advanced Data Types
- Time Series Analysis
  Time Series Analysis
- Text Analysis
  Text Analysis
Resources
Resources
- Data Sources

Introduction to Modeling¶

Introduction to Modeling Concepts and Workflow

Introduction to Modeling
Robust Modeling Workflow

Introduction to Production-grade Workflow
Modeling Without a Target

Introduction to Unsupervised Learning

Introduction to Modeling with scikit-learn

Copyright © 2025 Midhubalan Balasubramanian

Made with Material for MkDocs