Data School Courses

Version Control with Git and GitHub

2 ratings

Learn hands-on Git and GitHub basics, from setup to forking, committing, and syncing repositories. Master version control for efficient collaboration and code management.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Web Scraping in Python With Beautiful Soup and Requests

1 rating

Learn to build datasets by scraping web pages using Python, Beautiful Soup, and requests. Covers HTML parsing, data extraction, and CSV exporting with pandas.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Data Manipulation in R With Dplyr

1 rating

Master efficient data manipulation techniques using dplyr in R. Learn powerful functions for faster, more intuitive data analysis and transformation.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Machine Learning

Explore key machine learning concepts, including confusion matrices, ROC curves, and AUC. Apply knowledge to real-world challenges and text analysis.

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video

Machine Learning in Python With Scikit-Learn

Comprehensive guide to scikit-learn for machine learning in Python, covering model training, selection, evaluation, and text processing. Ideal for beginners and intermediate users.

• YouTube
• 7 hours
• Self-Paced
• Free Video

Data Analysis in Python With Pandas

Master data analysis using pandas: manipulate, visualize, and extract insights from tabular data through hands-on exercises with real datasets and expert guidance.

• YouTube
• 12 hours
• Self-Paced
• Free Video

Best Practices With Pandas

Discover efficient data science techniques using pandas, covering tasks like group comparisons, handling missing values, and creating insightful plots with real-world datasets.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video