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Introduction to Alteryx
Understanding Microsoft Azure
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Introduction to Python
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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 AI for Work
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
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R Programming Fundamentals
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Machine Learning Fundamentals with Python
Power BI Fundamentals
Data Literacy
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Associate Data Scientist in Python
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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
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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
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SQL
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Introduction to SQL
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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
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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
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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
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Containerization and Virtualization with Docker and Kubernetes
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Learn Git
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Introduction to Shell
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CI/CD for Machine Learning
AWS
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AWS Concepts
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Streaming Data with AWS Kinesis and Lambda
Alteryx
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Introduction to Alteryx
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Data Transformation 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
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Datasets
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E-Commerce Data
Google Play Store Apps
Netflix Movie Data
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Python
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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
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Azure Fundamentals
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Resources
Upcoming Webinars
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Understand the AI Engineer's Tech Stack
Create a Financial AI Copilot
Designing Trustworthy AI Products
Building Trustworthy AI Products
Governing Data to Govern AI
Context Engineering for AI Agents
Evals for Agents with Arize
The State of Data & AI Literacy in 2026
Past Webinars
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Build a Personal Brand To Help Your Career
DataCamp Professional Services, Served
Progress from Junior Developer to 10x Senior
Transform Your Learning Culture
Build An AI-Native Enterprise
Strategic AI Transformation
How to Get Hired in Analytics
Managing AI-First Teams
Code Alongs
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Build a No-Code Email Personalization AI Workflow with Zapier
Super Bowl Analytics with polars
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
Blog
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MiniMax M2.5 Guide: How It Works, Use Cases & More
OpenCode vs Claude Code: Which Agentic Tool Should You Use in 2026?
Gemini 3.1: Features, Benchmarks, Hands-On Tests, and More
What Is Virtualization? All That You Should Know
Claude Sonnet 4.6: Features, Access, Tests, and Benchmarks
Join us at RADAR: AI x Human Edition
Qwen3.5: Features, Access, and Benchmarks
OpenClaw vs Claude Code: Which Agentic Tool Should You Use in 2026?
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
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Bash & zsh Shell Terminal Basics Cheat Sheet
Excel Shortcuts Cheat Sheet
Tutorials
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How to Count Non-Blank Cells in Excel: 5 Main Methods
Building with Gemini 3.1 Pro: The Ultimate Coding Agent Tutorial
Google ADK Tutorial: Building an MCP Server Logistics Agent
How to Install Docker Compose: Linux, macOS, and Windows
Dollar Sign in Excel: How to Lock Cell References
Gumloop Tutorial: An Introduction to AI-Native Automation
Seedream 4.5: A Complete Guide With Python
How to Name a Range in Excel: 3 Methods to Know
Docs
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R-Documentation
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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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Let's Get Physical with AI with Ivan Poupyrev, CEO at Archetype AI
Get Quantum Ready with Yonatan Cohen, CTO at Quantum Machines
How to Drive Innovation with Brian Solis, Head of Global Innovation at ServiceNow
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
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Explore Umar's work
Umar Khan's
AI Engineer for Developers Associate certificate
Obtained: 22 February 2026.
Expires:
22 February 2028
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