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Python

Learn the most important language for data science.
- Kaggle
- 5 hours worth of material
- Self paced
- Free Online Course
Intro to Machine Learning

Learn the core ideas in machine learning, and build your first models.
- Kaggle
- 3 hours worth of material
- Self paced
- Free Online Course
Pandas

Solve short hands-on challenges to perfect your data manipulation skills.
- Kaggle
- 4 hours worth of material
- Self paced
- Free Online Course
Intermediate Machine Learning

Handle missing values, non-numeric values, data leakage, and more.
- Kaggle
- 4 hours worth of material
- Self paced
- Free Online Course
Data Visualization

Make great data visualizations. A great way to see the power of coding!
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- 4 hours worth of material
- Self paced
- Free Online Course
Feature Engineering

Better features make better models. Discover how to get the most out of your data.
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- 5 hours worth of material
- Self paced
- Free Online Course
Intro to SQL

Learn SQL for working with databases, using Google BigQuery.
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- 3 hours worth of material
- Self paced
- Free Online Course
Advanced SQL

Take your SQL skills to the next level.
- Kaggle
- 4 hours worth of material
- Self paced
- Free Online Course
Intro to Deep Learning

Use TensorFlow and Keras to build and train neural networks for structured data.
- Kaggle
- 4 hours worth of material
- Self paced
- Free Online Course
Computer Vision

Build convolutional neural networks with TensorFlow and Keras.
- Kaggle
- 4 hours worth of material
- Self paced
- Free Online Course
Time Series

Apply machine learning to real-world forecasting tasks.
- Kaggle
- 5 hours worth of material
- Self paced
- Free Online Course
Data Cleaning

Master efficient workflows for cleaning real-world, messy data.
- Kaggle
- 4 hours worth of material
- Self paced
- Free Online Course
Intro to AI Ethics

Explore practical tools to guide the moral design of AI systems.
- Kaggle
- 4 hours worth of material
- Self paced
- Free Online Course
Geospatial Analysis

Create interactive maps, and discover patterns in geospatial data.
- Kaggle
- 4 hours worth of material
- Self paced
- Free Online Course
Machine Learning Explainability

Extract human-understandable insights from any model.
- Kaggle
- 4 hours worth of material
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