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Understanding Data Science
Introduction to Python
Introduction to R
Introduction to SQL
Introduction to Tableau
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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
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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
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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
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Understanding Data Engineering
Database Design
AWS Cloud Concepts
Building Data Engineering Pipelines in Python
ETL in Python
Introduction to Airflow in Python
Introduction to Data Engineering
NoSQL Concepts
Streaming Concepts
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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
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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
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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
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
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Understanding Machine Learning
Unsupervised Learning in Python
Introduction to Deep Learning in Python
Cluster Analysis in Python
Machine Learning with Tree-Based Models in Python
Introduction to Natural Language Processing in Python
Supervised Learning in R: Classification
AI Fundamentals
Machine Learning for Business
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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
Intermediate Data Visualization with Seaborn
Creating Dashboards in Tableau
Data Visualization in Power BI
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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 Spreadsheets
Quantitative Risk Management in Python
Credit Risk Modeling in Python
Financial Analytics in Spreadsheets
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
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Tracks
Data Literacy
Python Fundamentals
Python Programming
R Programming
Data Manipulation with R
Data Manipulation with Python
Power BI Fundamentals
Machine Learning Fundamentals with Python
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Data Analyst with R
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Data Engineer with Python
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Python
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Introduction to Python
Introduction to Data Science in Python
Intermediate Python
Python Data Science Toolbox (Part 1)
Writing Efficient Python Code
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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
Intermediate SQL
Introduction to Relational Databases in SQL
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SQL Fundamentals
SQL Server Fundamentals
SQL for Business Analysts
SQL for Database Administrators
SQL Server for Database Administrators
PowerBI
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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
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
Shell
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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
Introduction to Python
Introduction to R
Introduction to SQL
Deep Learning in Python
Understanding Data Science
Data-Driven Decision Making for Business
Introduction to Statistics in Spreadsheets
Introduction to Data Engineering
Introduction to Tableau
Creating Dashboards in Tableau
Data Literacy Fundamentals
Python Fundamentals
R Programming
Python Programming
SQL Fundamentals
Tableau Fundamentals
How to Become a Data Scientist
How to Make Time for Learning
The 9 Most In-Demand Skills in the Data Industry
What Exactly is Data?
What is A/B Testing?
Quantitative vs. Qualitative Data
An Overview of Descriptive Statistics
Python
R
SQL
Power BI
Tableau
Shell
Git
Scala
Understanding Data Science
Data Science for Business
Data Scientist with R
Data Scientist with Python
Data Analyst with R
Data Analyst with Python
Data Analyst with SQL Server
Data Analysis in Excel
Data Analysis in Spreadsheets
Understanding Data Engineering
Introduction to Data Engineering
Data Engineer with Python
Database Design
AWS Cloud Concepts
NoSQL Concepts
Understanding Machine Learning
Machine Learning Scientist with Python
Introduction to Deep Learning in Python
AI Fundamentals
Machine Learning for Business
Writing Efficient Python Code
Python Data Science Toolbox (Part 1)
Joining Data in SQL
Data Manipulation with pandas
Data Analysis in Excel
Cleaning Data with PySpark
Creating Chatbots in Python
Data-Driven Decision Making in SQL
Improving Your Data Visualizations in Python
Reporting in SQL
R Programming
Python Programming
Data Visualization with Python
Spreadsheet Fundamentals
Data Skills for Business
Python Seaborn Cheat Sheet
Pandas Cheat Sheet: Data Wrangling in Python
Importing Data in Python Cheat Sheet
Data Visualization Cheat Sheet
PySpark Cheat Sheet: Spark in Python
Jupyter Notebook Cheat Sheet
Data Science Cheat Sheet for Business Leaders
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Understanding Data Science
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Introduction to Portfolio Risk Management in Python
Introduction to Python for Finance
Financial Analytics in Spreadsheets
Marketing Analytics for Business
Machine Learning for Business
Python Programmer
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Data Scientist with R
Data Scientist with Python
Data Analyst with R
Data Analyst with Python
Data Engineer with Python
Statistician with R
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DataFramed: Launching a Data Career in 2022
The Top 15 Data Scientist Skills
How to Become a Data Engineer
How to Become a Machine Learning Engineer
How to Become a Data Architect
Find a data job
Understanding Data Science
Data Science for Business
Introduction to Data Science in Python
Data Manipulation with pandas
Data Types for Data Science in Python
Data Scientist with R
Data Scientist with Python
Data Analysis in Excel
Data Analysis in Spreadsheets
Exploratory Data Analysis in Python
Exploratory Data Analysis in SQL
Exploratory Data Analysis in R
Data Analyst with R
Data Analyst with Python
Data Analyst with SQL Server
Understanding Data Engineering
Introduction to Data Engineering
Database Design
AWS Cloud Concepts
NoSQL Concepts
Data Engineer with Python
Understanding Machine Learning
Introduction to Deep Learning in Python
AI Fundamentals
Machine Learning for Business
Machine Learning with Tree-Based Models in Python
Machine Learning Scientist with Python
Machine Learning Scientist with R
Workspace
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Templates
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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Documentation
Resources
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Getting Started with Machine Learning in Python
Dashboard Design in Power BI
The State of Data Literacy in 2023
Exploratory Data Analysis in SQL for Absolute Beginners
Fostering Confidence with Data Across Your Organization
Data Trends & Predictions 2023
Exploratory Data Analysis in R for Absolute Beginners
How Data Leaders Can Build an Impactful Data Team in 2023
Exploratory Data Analysis in Python for Absolute Beginners
How to Land a Role in Data Science in 2023
Upcoming Events
Blog
DataCamp Instructor Connect Summit: February 15-16, 2023
The Top 10 Data Analytics Careers: Skills, Salaries & Career Prospects
DataCamp Classrooms Annual Report 2022
G2 Names DataCamp as a Leader Across Enterprise and Mid-Market Course Providers
How to Install Python
How to Write a Data Analyst Job Description
[Infographic] Data Science Learning Checklist
2022 Year In Review: DataCamp Customer Support
How to Write a Data Scientist Job Description
Julia vs R - Which Should You Learn?
Podcast
Why We Need More Data Empathy
How Organizations Can Bridge the Data Literacy Gap
ChatGPT and How Generative AI is Augmenting Workflows
Data Trends & Predictions for 2023
Data-Driven Thinking for Everyday Life
How Power BI Empowers Collaboration
Successful Data & Analytics in the Insurance Industry
Value Creation Within the Modern Data Stack
Inside the Generative AI Revolution
How Chelsea FC Uses Analytics to Drive Matchday Success
Cheat Sheets
Data Governance Fundamentals Cheat Sheet
Introduction to Probability Rules Cheat Sheet
Excel Basics Cheat Sheet
Text Data In Python Cheat Sheet
Dates and Times in R Cheat Sheet
Text Data In R Cheat Sheet
Unsupervised Machine Learning Cheat Sheet
Supervised Machine Learning Cheat Sheet
Python Cheat Sheet for Beginners
Plotly Express Cheat Sheet
Tutorials
Top Techniques to Handle Missing Values Every Data Scientist Should Know
Docker for Data Science: An Introduction
Association Rule Mining in Python Tutorial
An Introduction to Hierarchical Clustering in Python
Precision-Recall Curve in Python Tutorial
How to Create a Histogram with Plotly
Understanding Data Drift and Model Drift: Drift Detection in Python
Git Reset and Revert Tutorial for Beginners
Multiple Linear Regression in R: Tutorial With Examples
Working with Geospatial Data: A Guide to Analysis in Power BI
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
Data Literacy for Responsible AI
Your Organization's Guide to Data Maturity
Case Studies
Case Study: Just IT Accelerates its Learning Program with DataCamp
Case Study: How Allianz Upskilled 6,000+ Employees with DataCamp
Case Study: Rolls-Royce 100x'ed the Speed of Engineering Processes
Case Study: AutoDesk Keeps Team's Python & SQL Skills Up-to-Date
Case Study: DataBird Address France’s Demand for Data Professionals
Case Study: LumiraDx Grows Python Skills with Custom Tracks
Case Study: Essex County Council Upskills Staff in Data Analytics
Case Study: Omdena's Engineers Use Data to Solve Real-world Problems
Case Study: UCD Bridges Ireland's Analytics Skill Gap with DataCamp
Case Study: Higher-Education Institutions Upskill on Python and R
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Julia vs R in 2023
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