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Introduction to Alteryx
Introduction to Azure
Introduction to AWS
Understanding Data Science
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Learn ChatGPT
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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 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 Airflow in Python
Introduction to NoSQL
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Data Analysis
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Data Analysis in Excel
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Exploratory Data Analysis in Python
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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
Introduction to Kafka
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
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Introduction to AWS Boto in Python
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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
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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
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Introduction to Tableau
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Introduction to Data Visualization with Seaborn
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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
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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
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Report Design in Power BI
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Python
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Introduction to Python
Intermediate Python
Python Data Science Toolbox (Part 1)
Writing Efficient Python Code
Introduction to Python for Finance
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Python Fundamentals
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Machine Learning Fundamentals with Python
R
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Introduction to R
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R Software Development
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SQL
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Introduction to SQL
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Power BI
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Introduction to Power BI
DAX Functions in Power BI
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Tableau
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Statistical Techniques in Tableau
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Introduction to Excel
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Introduction to Google Sheets
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Pivot Tables in Google Sheets
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ChatGPT & OpenAI
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Introduction to ChatGPT
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ChatGPT Prompt Engineering for Developers
Introduction to Embeddings with the OpenAI API
Azure
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Introduction to Azure
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Introduction to Julia
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Introduction to Kubernetes
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Introduction to AWS
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Alteryx
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Introduction to Alteryx
Snowflake
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Introduction to Snowflake
dbt
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Introduction to dbt
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Introduction to PySpark
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Introduction to Spark SQL in Python
Machine Learning with PySpark
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AI
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Real-world Projects
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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
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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Resources
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SQL for Absolute Beginners
Using Data and AI To Improve Your Fitness
Data & AI Trends & Predictions 2025
Dashboard Design in Power BI
How to use Free DataCamp Classrooms for Teaching
AI Python Zero-to-Hero: Build Your Own Fitness Tracker
AI Python Zero-to-Hero: Build an AI Movie Night Recommendation Tool
AI Python Zero-to-Hero: Build a Customer Feedback Analyzer
Past Webinars
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A Framework For Creating a Data Academy
How to Attract & Retain AI Talent
Preparing for the GitHub Foundations Certification Program with DataCamp
The EU AI Act: How Will It Affect Your Business?
Running a Cloud Transformation Program
How AI is Changing Data Quality
How Generative AI is Shaping Higher Education
How Generative AI is Shaping Higher Education
Code Alongs
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Introducción a SQL en Español
Introduction to Creating AI Agents in Python (Part 2: Hands on)
Working with APIs in Python
Low-Code Data Science and Analytics with KNIME
Building Effective Dashboards in Tableau
Introduction to DuckDB SQL
Building Applications with ChatGPT O1-preview
Understanding LLMs for Code Generation
Blog
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OpenAI’s O3: Features, O1 Comparison, Release Date & More
AI Talent Shortages: How to Build AI Literacy in Your Business
AI in Retail: Transforming Efficiency, Personalization, and Customer Experience
A Practical Guide to Understanding GDPR Compliance
AI in Accounting: AI's Crucial Role in the Industry
Genesis Physics Engine: A Guide With Examples
ChatGPT Projects: A Guide With Examples
Can I earn CPE credits on DataCamp?
Cheat Sheets
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Azure CLI Cheat sheet
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Bash & zsh Shell Terminal Basics Cheat Sheet
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Markdown Cheat Sheet
Deep Learning with PyTorch Cheat Sheet
Tutorials
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Metaflow Tutorial for Beginners: Build and Scale Data Workflows
Self-Organizing Maps: An Intuitive Guide with Python Examples
pytest-mock Tutorial: A Beginner’s Guide to Mocking in Python
Llama 3.3: Step-by-Step Tutorial With Demo Project
Gemini 2.0 Flash: Step-by-Step Tutorial With Demo Project
Qwen 2.5 Coder: A Guide With Examples
Heteroscedasticity: A Full Guide to Unequal Variance
OOP in Java: Classes, Objects, Encapsulation, Inheritance and Abstraction
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White Papers
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The Learning Leader's Guide to AI Literacy
The Learning Leader's Guide to AI Literacy
Insights from Data Leaders
Data Leader's Guide to Upskilling
2022 Data Trends and Predictions
5 Best Practices for Building Data Science Skills Academies
How to Win the Competition for Data Professionals in 2022
Your Organization's Guide to Data Maturity
Podcast
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Leadership in the AI Era with Dana Maor, Senior Partner at McKinsey & Company
Governing Data Models with Sarah Levy, CEO and Co-Founder at Euno
Scaling AI in the Enterprise with Abhas Ricky, Chief Strategy Officer at Cloudera
Industry Roundup #2: AI Agents for Data Work, The Return of the Full-Stack Data Scientist and Old languages Make a Comeback
No More NoSQL? How AI is Changing the Database with Sahir Azam, Chief Product Officer at MongoDB
Edge AI with Derek Collison & Justyna Bak, CEO & VP of Marketing at Synadia
What You Need to Know About the EU AI Act with Dan Nechita, EU Director at Transatlantic Policy Network
From Gen AI to Gen BI with Omri Kohl, CEO and Co-Founder of Pyramid Analytics
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