# Data Science & AI Certificate Online (Self-Paced)

Canonical URL: <https://www.creativelive.com/learning-path/data-science-online>

## Overview

Learn how to work with databases and perform data analysis in this beginner-friendly, self-paced program designed to prepare you for entry-level roles in data science and Python engineering. Data science careers continue to rank among today’s most in-demand and highest-paying fields, reflecting the strong need for these skills across industries.

- **Learn Programming Fundamentals:** Build a foundation in Python programming and learn how to use its core data science libraries to analyze data. Write complex database queries, prepare and clean data for analysis, and use Python to automate everyday tasks such as aggregating, updating, and formatting data.
- **Create Machine Learning Models:** Use your data to build machine learning models and evaluate how well they perform. Clean and balance data with Pandas, apply machine learning algorithms with scikit-learn to solve real-world problems, and interpret results to identify opportunities for improvement.
- **Make Dashboards and Visualizations:** Create dynamic dashboards and data visualizations using major Python libraries such as Matplotlib, Seaborn, Plotly, and Dash Enterprise. You will also publish projects online with GitHub to showcase your analytical skills to employers.
- **Industry Aligned Projects and Mentorship:** Throughout the program, you will complete real-world projects that reflect current industry expectations and receive one-on-one mentoring to strengthen your skills, refine your work, and prepare for interviews. This practical experience helps you transition into a data science role with confidence.

## What you'll learn

- Analyze tabular data with NumPy and Pandas
- Create graphs and visualizations with Matplotlib
- Make predictions using linear regression
- Apply machine learning algorithms to data
- Clean and balance data in Pandas
- Make interactive dashboards with Dash Enterprise
- Evaluate the performance of machine learning models
- Combine data across tables with JOIN statements
- Use advanced techniques, such as subqueries and stored procedures
- Write programs in Python to automate everyday tasks

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

## Pricing

**Tuition:** $3995

Payment options: Student financing available; see the current application terms and pay-as-you-go installments.