# Python Data Science & Machine Learning Bootcamp (Self-Paced)

Canonical URL: <https://www.creativelive.com/learning-path/python-programming-online>

## Overview

Learn to apply Python to data science, machine learning, visualization, and automation as you build the programming skills needed to work with databases and analyze real-world datasets. You'll move from Python fundamentals into NumPy, Pandas, and Matplotlib before creating predictive models with scikit-learn and using Python to automate everyday workflows.

In the final stage, you'll design visualizations and interactive dashboards with Matplotlib, Seaborn, Plotly, and Dash, deploying your projects to GitHub to showcase your abilities. By the end of the program, you'll be prepared for entry-level roles in data science and Python engineering.

## What you'll learn

- Clean and analyze tabular data with NumPy and Pandas
- Create graphs and visualizations with Matplotlib and Plotly
- Build interactive dashboards with Dash
- Make predictions with linear regression
- Apply machine learning algorithms and evaluate their performance
- Learn how to write programs in Python to automate everyday tasks

## Curriculum
1. **Python for Data Science Course Online (Self-Paced)**
2. **Python Machine Learning Bootcamp**
3. **Python for Automation Course Online (Self-Paced)**
4. **Python Data Visualization & Interactive Dashboards Online (Self-Paced)**
5. **Python for AI Course Online (Self-Paced)**
6. **Python Machine Learning Advanced (Self-Paced)**

## Pricing

**Tuition:** $3495

Payment options: pay-as-you-go installments.