Courses
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Understanding Data Science
Introduction to Python
Introduction to R
Introduction to ChatGPT
Introduction to SQL
Introduction to Tableau
Introduction to Power BI
Introduction to Data Engineering
Introduction to Data Visualization with ggplot2
Introduction to PySpark
Introduction to Statistics in Speadsheets
Data-Driven Decision Making for Business
Introduction to SQL Server
Introduction to Julia
See all Intermediate courses
Python Data Science Toolbox (Part 1)
Reporting in SQL
Data Manipulation with pandas
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 Data Science Toolbox (Part 2)
Introduction to Natural Language Processing in R
Intermediate Data Modeling in Power BI
Cleaning Data in Python
See all Advanced courses
Modeling with tidymodels in R
Analyzing Survey Data in R
Hyperparameter Tuning in Python
Building Recommendation Engines in Python
Developing Python Packages
Feature Engineering with PySpark
Machine Learning with Tree-Based Models in Python
Machine Learning with Tree-Based Models in R
Intermediate Regression in R
Advanced Deep Learning with Keras
Object-Oriented Programming in Python
Machine Learning with caret in R
See Data Engineering Courses
Understanding Data Engineering
Database Design
AWS Cloud Concepts
Building Data Engineering Pipelines in Python
Introduction to Data Engineering
NoSQL Concepts
Streaming Concepts
See Data Analysis Courses
Data Analysis in Excel
Exploratory Data Analysis in Power BI
Data Analysis in Spreadsheets
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
See all Programming courses
Introduction to Data Science in Python
Introduction to Python
Introduction to R
Introduction to SQL
Introduction to SQL Server
Intermediate Python
Intermediate R
Intermediate SQL
Python Data Science Toolbox (Part 1)
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Introduction to Importing Data in Python
Introduction to Importing Data in R
Cleaning Data in Python
Cleaning Data in R
Intermediate Importing Data in Python
Web Scraping in Python
Streamlined Data Ingestion with pandas
Connecting Data in Tableau
Cleaning Data with PySpark
Data Preparation in Power BI
See all Data Manipulation courses
Joining Data in SQL
Data Manipulation with pandas
Data Transformation in Power BI
Intermediate DAX in Power BI
Data Analysis in Excel
Joining Data with pandas
Data Manipulation with dplyr
Exploratory Data Analysis in SQL
PostgreSQL Summary Stats and Window Functions
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Statistical Thinking in Python (Part 1)
Statistical Thinking in Python (Part 2)
Exploratory Data Analysis in Python
Introduction to Statistics in R
Introduction to Regression in R
Correlation and Regression in R
Exploratory Data Analysis in R
Introduction to Statistics in Spreadsheets
Time Series Analysis in Python
See Machine Learning Courses
Generative AI Concepts
Implementing AI Solutions in Business
Introduction to ChatGPT
Large Language Models (LLMs) Concepts
Understanding AI
Working with AI APIs
Introduction to Deep Learning in Python
Introduction to Natural Language Processing in Python
Machine Learning for Business
Machine Learning for Finance in Python
Understanding Machine Learning
Unsupervised Learning in Python
See Data Visualization courses
Data Visualization for Everyone
Introduction to Power BI
Introduction to Tableau
Data Visualization in R
Data Visualization in Spreadsheets
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
See all Applied Finance courses
Introduction to Python for Finance
Introduction to R for Finance
Introduction to Portfolio Risk Management in Python
Financial Trading in Python
Financial Modeling in Spreadsheets
Quantitative Risk Management in Python
Credit Risk Modeling in Python
Financial Analytics in Spreadsheets
Importing and Managing Financial Data in Python
See all Reporting courses
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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AI Fundamentals
Data Literacy
Python Fundamentals
Python Programming
R Programming
Data Manipulation with R
Data Manipulation with Python
Power BI Fundamentals
Machine Learning Fundamentals with Python
SQL Fundamentals
Marketing Analytics
See all Career Tracks
Data Analyst with R
Data Analyst with Python
Data Analyst with Power BI
Data Scientist with R
Data Scientist with Python
Python Programmer
R Programmer
Data Engineer with Python
Machine Learning Scientist with R
Machine Learning Scientist with Python
Python
See Python Courses
Introduction to Python
Intermediate Python
Python Data Science Toolbox (Part 1)
Writing Efficient Python Code
Introduction to Python for Finance
Introduction to Optimization in Python
Natural Language Processing with SpaCy
See Tracks
Python Fundamentals
Python Toolbox
Python Programmer
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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R Programming
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
See Tableau Courses
Introduction to Tableau
Tableau Fundamentals
Analyzing Data in Tableau
Creating Dashboards in Tableau
Connecting Data in Tableau
Statistical Techniques in Tableau
Shell
See Shell Courses
Introduction to Shell
Introduction to Bash Scripting
Data Processing in Shell
Excel & Spreadsheets
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Introduction to Spreadsheets
Data Analysis in Excel
Data Analysis in Spreadsheets
Intermediate Spreadsheets
Pivot Tables in Spreadsheets
Data Visualization in Spreadsheets
ChatGPT & OpenAI
See AI Courses
Introduction to ChatGPT
Working with the OpenAI API
ChatGPT Prompt Engineering for Developers
Introduction to Embeddings with the OpenAI API
Julia
See Julia Courses
Introduction to Julia
Intermediate Julia
Docker
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Introduction to Docker
Git
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Introduction to Git
GitHub Concepts
Introduction to Version Control with Git
Scala
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Introduction to Scala
Snowflake
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Introduction to Snowflake
dbt
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Introduction to dbt
AI
Data Engineering
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
Workspace
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Templates
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Create a Word Cloud
Visualize a Heatmap
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 DataCamp Workspace?
Getting Started
Creating a Workspace
Creating a Publication
Support
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
Certification
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Data Scientist Certification
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Senior Data Scientist, Analytics
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Resources
Upcoming Webinars
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Why High Leverage Analytics is a Cross-Functional Team Sport
Retrieval Augmented Generation with LlamaIndex
The Secret to Successful Data Literacy Programs
Fine-tuning GPT3.5 with the OpenAI API
Exploratory Data Analysis in Python for Beginners
Modernizing Sales Analytics with Snowflake
Past Webinars
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Unleashing the Synergy of LLMs and Knowledge Graphs
Designing Data & AI Products
Best Practices for Putting LLMs into Production
Using AI in Robotics
Revolutionizing Decision Making using AI
GPT-4 Turbo, Custom GPTs & the Assistants API: How OpenAI's New Tools Will Affect You
A High-Level Approach for Solving MLOps Challenges
Driving Learning Engagement with Community and AI
Code Alongs
See all code alongs
Evaluating LLM Responses
Getting Started with Data Analysis in Snowflake using Python and SQL
Fine-Tuning Your Own Llama 2 Model
Running Machine Learning Experiments in Python
Simplifying Image Recognition using ApertureDB and Python
Retrieval Augmented Generation with the OpenAI API & Pinecone
Image Classification with Hugging Face
Building NLP Applications with Hugging Face
Blog
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Making the Most of Your Year In Data 2023
Data Analyst vs Business Analyst: What Are The Differences?
Introducing New SQL Associate Certification
Mastering API Design: Essential Strategies for Developing High-Performance APIs
The 13 Essential AI Engineer Skills You Need to Know
How to Become A Business Intelligence Analyst in 2024: 5 Steps For Success
A Guide to Docker Certification: Exploring The Docker Certified Associate (DCA) Exam
ChatGPT & Generative AI: The Year in Review – Top 17 Moments
Cheat Sheets
See all cheat sheets
PostgreSQL Basics Cheat Sheet
Bash & zsh Shell Terminal Basics Cheat Sheet
Excel Shortcuts Cheat Sheet
MySQL Basics Cheat Sheet
Markdown Cheat Sheet
Deep Learning with PyTorch Cheat Sheet
Data Transformation with Power Query M in Power BI
Working with Tables in Power Query M in Power BI
Tutorials
See all tutorials
Building a GPT Model with Browsing Capabilities Using LangChain Tools
Understanding Skewness And Kurtosis And How to Plot Them
Pandas Profiling (ydata-profiling) in Python: A Guide for Beginners
What is A Confusion Matrix in Machine Learning? The Model Evaluation Tool Explained
Fine-tuning Stable Diffusion XL with DreamBooth and LoRA
How to Make Custom ChatGPT Models: 5 Easy Steps to Personalized GPTs
A Comprehensive Introduction to Anomaly Detection
What is Bagging in Machine Learning? A Guide With Examples
White Papers
See all white papers
DataCamp Donates 2020/2021 Impact Report
Data Trends & Predictions 2023
How to Win the Competition for Data Professionals in 2022
5 Best Practices for Building Data Science Skills Academies
2022 Data Trends and Predictions
8 Rules for Better Data Storytelling
Becoming a Data-driven Marketer
Insights from Data Leaders
Podcast
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Optimizing Cloud Data Warehouses with Salim Syed, VP, Head of Engineering at Capital One Software
Data & AI for Good, with Marga Hoek, Founder & CEO, Business for Good
Driving Data Democratization with Lilac Schoenbeck, Vice President of Strategic Initiatives at Rocket Software
Upgrading Company Culture Using The Geek Way with Andrew McAfee, Principal Research Scientist at the MIT Sloan School of Management
Scaling Data Engineering in Retail with Mo Sabah, SVP of Engineering & Data at Thrive Market
Fighting for Algorithmic Justice with Dr. Joy Buolamwini, Artist-in-Chief and President of The Algorithmic Justice League
Adapting to the AI Era with Jason Feifer, Editor in Chief of Entrepreneur Magazine
Building Trustworthy AI with Beena Ammanath, Global Head of the Deloitte AI Institute
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