Courses
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Introduction to Alteryx
Understanding Microsoft Azure
AWS Concepts
Understanding Data Science
Introduction to Python
Introduction to R
Learn ChatGPT
Introduction to SQL
Introduction to Tableau
Learn Power BI
Foundations of Git
Introduction to Relational Databases in SQL
Introduction to Statistics in Google Sheets
Data-Driven Decision Making for Business
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Introduction to Data Engineering
Reporting in SQL
Introduction to Deep Learning with PyTorch
Data-Driven Decision Making in SQL
Introduction to Statistics in Python
Introduction to Statistics in R
Statistical Techniques in Tableau
Supervised Learning with scikit-learn
Python Toolbox
Introduction to Natural Language Processing in R
Intermediate Data Modeling in Power BI
Cleaning Data in Python
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Deep Learning for Images with PyTorch
Introduction to dbt
Introduction to MLflow
Reinforcement Learning with Gymnasium in Python
Introduction to Apache Airflow in Python
Feature Engineering with PySpark
Machine Learning for Time Series Data in Python
Introduction to LLMs in Python
Big Data Fundamentals with PySpark
Monitoring Machine Learning in Python
Intermediate Object-Oriented Programming in Python
Machine Learning with caret in R
Data Engineering
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Understanding Data Engineering
Database Design
Data Warehousing Concepts
Introduction to dbt
Introduction to Apache Airflow in Python
Introduction to NoSQL
Monitoring Machine Learning Concepts
Data Analysis
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Data Analysis in Excel
Exploratory Data Analysis in Power BI
Data Analysis in Google Sheets
Exploratory Data Analysis in Python
Exploratory Data Analysis in SQL
Exploratory Data Analysis in R
Bayesian Data Analysis in Python
Fundamentals of Data Analysis in R
Software Development
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Introduction to Docker
Intermediate Object-Oriented Programming in Python
Introduction to APIs in Python
Introduction to Python for Developers
Python Toolbox
Software Engineering Principles in Python
Monitoring Machine Learning Concepts
Developing AI Systems with the OpenAI API
Introduction to Testing in Python
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Introduction to Importing Data in Python
Introduction to Importing Data in R
Cleaning Data in Python
Cleaning Data in R
Data Preparation in Power BI
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Joining Data in SQL
Data Manipulation with pandas
Data Transformation in Power BI
Intermediate DAX in Power BI
Data Analysis in Excel
Probability & Statistics
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Introduction to Statistics in Python
Sampling in Python
Experimental Design in Python
A/B Testing in Python
Foundations of Probability in Python
Analyzing Survey Data in Python
Bayesian Data Analysis in Python
Introduction to Statistics in Google Sheets
Introduction to Regression in R
Cloud
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Understanding Cloud Computing
Understanding Microsoft Azure
AWS Concepts
Understanding Microsoft Azure Architecture and Services
Understanding Microsoft Azure Architecture and Services
AWS Cloud Technology and Services
Introduction to AWS Boto in Python
Streaming Data with AWS Kinesis and Lambda
AWS Security and Cost Management
Artificial Intelligence (AI)
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Introduction to ChatGPT
Understanding Prompt Engineering
Generative AI Concepts
Understanding Artificial Intelligence
Large Language Models (LLMs) Concepts
Working with the OpenAI API
Introduction to Deep Learning with PyTorch
Developing LLM Applications with LangChain
Machine Learning
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Understanding Machine Learning
Machine Learning for Business
Supervised Learning with scikit-learn
Unsupervised Learning in Python
Machine Learning with Tree-Based Models in Python
Natural Language Processing with spaCy
Ensemble Methods in Python
Introduction to Deep Learning with PyTorch
Data Visualization
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Data Visualization for Everyone
Learn Power BI
Introduction to Tableau
Data Visualization in R
Data Visualization in Google Sheets
Introduction to Data Visualization with Seaborn
Creating Dashboards in Tableau
Data Visualization in Power BI
Data Visualization in Tableau
Interactive Data Visualization with plotly in R
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Introduction to Python for Finance
Introduction to R for Finance
Introduction to Portfolio Risk Management in Python
Financial Trading in Python
Financial Modeling in Google Sheets
Quantitative Risk Management in Python
Credit Risk Modeling in Python
Financial Analytics in Google Sheets
Importing and Managing Financial Data in Python
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Reporting with R Markdown
Analyzing Business Data in SQL
Data Communication Concepts
Reporting in SQL
Building Dashboards with shinydashboard
Case Studies: Building Web Applications with Shiny in R
Building Dashboards with flexdashboard
Report Design in Power BI
Career & Skill Tracks
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Microsoft Azure Fundamentals (AZ-900)
Python Data Fundamentals
SQL Fundamentals
R Programming Fundamentals
AI Fundamentals
Machine Learning Fundamentals with Python
Power BI Fundamentals
Data Literacy
Data Manipulation with R
Data Manipulation with Python
Marketing Analytics
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Associate Data Scientist in Python
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Data Analyst with Python
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Associate Data Analyst in SQL
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Python Developer
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Machine Learning Scientist with R
Python
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Introduction to Python
Intermediate Python
Introduction to Functions in Python
Writing Efficient Python Code
Introduction to Python for Finance
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Python Data Fundamentals
Python Programming Toolbox
Python Developer
Importing & Cleaning Data with Python
Machine Learning Fundamentals with Python
R
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Introduction to R
Introduction to the Tidyverse
Intermediate R
Data Manipulation with dplyr
Introduction to Data Visualization with ggplot2
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Importing & Cleaning Data with R
Tidyverse Fundamentals with R
Shiny Fundamentals
Data Visualization with R
SQL
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Introduction to SQL
Introduction to SQL Server
Joining Data in SQL
Introduction to Relational Databases in SQL
Reporting in SQL
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SQL Fundamentals
SQL Server Fundamentals
SQL for Business Analysts
SQL for Database Administrators
SQL Server for Database Administrators
Power BI
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Introduction to Power BI
DAX Functions in Power BI
Data Modelling in Power BI
Exploratory Data Analysis in Power BI
Reports in Power BI
Data Preparation in Power BI
Tableau
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Introduction to Tableau
Tableau Fundamentals
Analyzing Data in Tableau
Creating Dashboards in Tableau
Connecting Data in Tableau
Statistical Techniques in Tableau
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Introduction to Excel
Data Analysis in Excel
Power Pivot in Excel
Data Preparation in Excel
Data Visualization in Excel
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Introduction to Google Sheets
Data Analysis in Google Sheets
Intermediate Google Sheets
Pivot Tables in Google Sheets
Data Visualization in Google Sheets
ChatGPT & OpenAI
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Introduction to ChatGPT
Working with the OpenAI API
ChatGPT Prompt Engineering for Developers
Introduction to Embeddings with the OpenAI API
Azure
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Understanding Microsoft Azure
Understanding Microsoft Azure Architecture and Services
Understanding Microsoft Azure Management and Governance
Java
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Introduction to Java
Intermediate Java
Introduction to Object-Oriented Programming in Java
Data Types and Exceptions in Java
Input/Output and Streams in Java
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Java Fundamentals
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Containerization and Virtualization Concepts
Introduction to Docker
Introduction to Kubernetes
Intermediate Docker
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Containerization and Virtualization with Docker and Kubernetes
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Learn Git
Intermediate Git
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Introduction to Shell
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Data Processing in Shell
CI/CD for Machine Learning
AWS
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AWS Concepts
AWS Cloud Technology and Services
AWS Security and Cost Management
Streaming Data with AWS Kinesis and Lambda
Alteryx
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Introduction to Alteryx
Data Preparation in Alteryx
Data Transformation in Alteryx
Data Manipulation in Alteryx
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Alteryx Fundamentals
Snowflake
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Introduction to Snowflake
Introduction to Snowflake SQL
Data Manipulation in Snowflake
Introduction to Data Modeling in Snowflake
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Snowflake Foundations
Associate Data Engineer in Snowflake
dbt
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Introduction to dbt
Intermediate dbt
Case Study: Building E-Commerce Data Models with dbt
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dbt Fundamentals
Spark
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Introduction to PySpark
Big Data Fundamentals with PySpark
Cleaning Data with PySpark
Introduction to Spark SQL in Python
Machine Learning with PySpark
Building Recommendation Engines with PySpark
AI
Business Intelligence
Cloud
Data Engineering
AI Native
Real-world Projects
Exploring NYC Public School Test Result Scores
Analyzing Motorcycle Part Sales
Investigating Netflix Movies
Analyzing Crime in Los Angeles
Hypothesis Testing with Men's and Women's Soccer Matches
Analyzing Unicorn Companies
Code-Alongs
Building AI Applications with LangChain and GPT
Getting Started with the OpenAI API and ChatGPT
SQL for Absolute Beginners
Data Modeling in SQL
Data Cleaning in Python
DataLab
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Templates
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Create a Word Cloud
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Calculate Percent Changes, Lags, and Shifts on Time Series
Find and Visualize Clusters with K-Means
Analyze Multiple Time Series
Network Analysis
Sentiment Analysis Prediction
Datasets
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E-Commerce Data
Google Play Store Apps
Netflix Movie Data
Measles Data
Documentation
What is DataLab?
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Support
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Azure
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Python
Python with OpenAI
Python with Bedrock
Python with Anthropic
Competitions
Exploring Netflix's most popular content from its Top 10 charts
How much of the world has access to the internet?
Which countries produce and consume wine?
Which tree species should the city plant?
Understanding the local electricity market
How can hospitals reduce readmissions?
Improving the performance of an investment fund
Certification
Data Scientist
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Data Engineer
SQL Associate
Data Literacy
AI Fundamentals
Tableau Certified Data Analyst
Power BI Data Analyst
Azure Fundamentals
Alteryx Designer Core
Resources
Upcoming Webinars
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Super Bowl Analytics with polars
Build a No-Code Email Personalization AI Workflow with Zapier
Strategic AI Transformation
Build An AI-Native Enterprise
Transform Your Learning Culture
Progress from Junior Developer to 10x Senior
DataCamp Professional Services, Served
Build a Personal Brand To Help Your Career
Past Webinars
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How to Get Hired in Analytics
Managing AI-First Teams
DataCamp Quarterly Roadmap 2026Q1
AI Strategy 2026: What leaders will fund... and cut?
Architect a 90-Day AI Upskilling Program For Your Team
Data & AI Trends and Predictions 2026
Putting an End to Data and AI Disasters
Trends in Data Governance for 2026
Code Alongs
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AI-Assisted SQL Joins
AI-Assisted SQL for Absolute Beginners
AI for HR with Hugging Face & JobBERT
Vibe-code a Fitness Tracker with Cursor & Oracle
Build a Smart New Year's Resolution Tracker with Sigma
Automate Your Post-Meeting Workflow with Make
Build Event-Driven Data Pipelines with Snowflake & Airflow
Create a Customer Insights Pipeline with Airflow and dbt
Blog
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Claude Opus 4.6: Features, Benchmarks, Hands-On Tests, and More
Flash Attention Explained: A Comprehensive Guide
Many to Many Relationship: A Guide to Database Design
The Future of AI: Trends You Need to Know
Mistral Vibe 2.0: The Terminal-Based AI Coding Agent
10 Best AutoML Frameworks for Python and No-Code Users
DataCamp Is Now Available on AWS Marketplace
A Practical Vibe Coding Tech Stack For Fast Shipping
Cheat Sheets
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Hugging Face Cheat Sheet
SQL with AI Cheat Sheet
AI Agents Cheat Sheet
Azure CLI Cheat sheet
LaTeX Cheat Sheet
PostgreSQL Basics Cheat Sheet
Bash & zsh Shell Terminal Basics Cheat Sheet
Excel Shortcuts Cheat Sheet
Tutorials
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Run Qwen3-Coder-Next Locally: Vibe Code an Analytics Dashboard
How to Run Kimi K2.5 Locally
Git List Branches: A Practical Guide
NVIDIA PersonaPlex Tutorial: Run a Natural, Real-Time Local Voice Assistant
Dependent Drop-Down List in Excel: Setup and Troubleshooting
Dot Product: The Theory, Computation, and Real Uses
Using Claude Code With Ollama Local Models
Grok Imagine API: A Complete Python Guide With Examples
Docs
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R-Documentation
R-Interface
Data-input
Data-Management
Statistics
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White Papers
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Closing the AI adoption gap
2025: A year in data and AI
The State of AI Adoption in the enterprise
Your Fast-Track Guide to EU AI Act Readiness
The Learning Leader's Guide to AI Literacy
The Finance Leader's Guide to Data Science Use Cases
DataCamp Signal: An Effective Tool for Data Skill Assessment
2022 Data Trends and Predictions
Podcast
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Governing Pandora's Box: Managing AI Risks with Andrea Bonime-Blanc, CEO at GEC Risk Advisory
Vibe Coding and the Rise of the Non-Developer Builder with Matt Palmer, Developer Relations at Replit
The Secrets to High AI Adoption with Stefano Puntoni, Professor at Wharton
Our Data Trends & Predictions for 2026 with DataCamp's CEO & COO, Jonathan Cornelissen & Martijn Theuwissen
Reviewing Our Data Trends & Predictions of 2025 with DataCamp's CEO & COO, Jonathan Cornelissen & Martijn Theuwissen
Modern Analytics with Mike Palmer, CEO at Sigma Computing
The New Paradigm for Enterprise AI Governance with Blake Brannon, Chief Innovation Officer at OneTrust
DataFramed, Distilled. The Best Moments of 2025 with Richie Cotton
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