DataCamp is an online learning platform that helps students build data skills at their own pace. DataCamp courses include non-coding essentials like BI tools to data science and machine learning. DataCamp delivers hands-on learning experiences, including data skill assessments to track progress and provide personalized recommendations, interactive courses led by experts, practice challenges, and real-world projects. Datacamp offers 350+ courses in over 10 different technologies, including Python, R, SQL, Tableau, Power BI, Oracle SQL, Scala, Excel, and spreadsheets. Datacamp provides flexible online training for every role and skill level.
Link: https://www.datacamp.com
- A Visual History of Nobel Prize Winners.ipynb
- Predicting Credit Card Approvals.ipynb
- The Android App Market on Google Play.ipynb
- Dr. Semmelweis and the Discovery of Handwashing.ipynb
- The GitHub History of the Scala Language.ipynb
- Introduction to Python
- Intermediate Python
- Data Manipulation with pandas
- Python Data Science Toolbox (Part 1)
- Introduction to Data Visualization with Matplotlib
- Joining Data with pandas
- Python Data Science Toolbox (Part 2)
- Introduction to Data Visualization with Seaborn
- Introduction to Importing Data in Python
- Writing Efficient Python Code
- Cleaning Data in Python
- Introduction to Data Science in Python
- Machine Learning with Tree-Based Models in Python
- Intermediate Data Visualization with Seaborn
- Object-Oriented Programming in Python
- Unsupervised Learning in Python
- Writing Functions in Python
- Intermediate Importing Data in Python
- Artificial Intelligence (AI) Concepts in Python
- Software Engineering Principles in Python
- Machine Learning with scikit-learn
- Working with Dates and Times in Python
- Cluster Analysis in Python
- Statistical Thinking in Python (Part 1)
- Writing Efficient Code with pandas
- Unit Testing for Data Science in Python
- Exploring and Analyzing Data in Python
- Statistical Thinking in Python (Part 2)
- Analyzing Police Activity with pandas
- Case Study: School Budgeting with Machine Learning in Python
- Understanding Data Science
- Understanding Data Engineering
- Understanding Machine Learning
- Understanding Data Visualization
- Understanding Cloud Computing
- Data Science for Business
- Machine Learning for Business
- Data-Driven Decision Making for Business
- Marketing Analytics for Business
- Introduction to Power BI
- Introduction to DAX in Power BI
- Data Visualization in Power BI
- Case Study: Analyzing Customer Churn in Power BI
- Data Modeling in Power BI
- Data Preparation in Power BI
- Data Transformation in Power BI
- DAX Functions in Power BI
- Intermediate Data Modeling in Power BI
- Intermediate DAX in Power BI
- Exploratory Data Analysis in Power BI
- Reports in Power BI
- Data Connections in Power BI
- Report Design in Power BI
- Trend Analysis in Power BI
- Deploying and Maintaining Assets in Power BI
- Case Study: Analyzing Job Market Data in Power BI
- User-Oriented Design in Power BI
- Data Manipulation in SQL
- PostgreSQL Summary Stats and Window Functions
- Functions for Manipulating Data in PostgreSQL
- Intermediate SQL Queries
- SQL for Joining Data
- Introduction to Git
- GitHub Concepts