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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
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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
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
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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
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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
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 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
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
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Data Analyst with R
Data Analyst with Python
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Data Scientist with R
Data Scientist with Python
Python Programmer
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Data Engineer with Python
Machine Learning Scientist with R
Machine Learning Scientist with Python
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
Introduction to Optimization in Python
Natural Language Processing with SpaCy
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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
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
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
ChatGPT
ChatGPT
Introduction to ChatGPT
Julia
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Introduction to Julia
Intermediate Julia
Docker
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Introduction to Docker
AI
Data Engineering
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Introduction to Python
Introduction to R
Introduction to ChatGPT
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
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Data Literacy Fundamentals
Python Fundamentals
R Programming
Python Programming
SQL Fundamentals
Tableau Fundamentals
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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
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Python
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Shell
Git
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How to Make Your A/B Testing More Effective and Efficient
How Power BI Empowers Collaboration
Inside the Generative AI Revolution
Data Journalism in the Age of COVID-19
ChatGPT and How Generative AI is Augmenting Workflows
Data-Driven Thinking for the Everyday Life
Empowering the Modern Data Analyst
How to Build a Data Science Team from Scratch
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Understanding Data Science
Data Science for Business
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Data Scientist with R
Data Scientist with Python
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Data Analyst with R
Data Analyst with Python
Data Analyst with SQL Server
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Data Analysis in Excel
Data Analysis in Spreadsheets
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Understanding Data Engineering
Introduction to Data Engineering
Data Engineer with Python
Database Design
AWS Cloud Concepts
NoSQL Concepts
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Understanding Machine Learning
Introduction to Deep Learning in Python
AI Fundamentals
Machine Learning for Business
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Machine Learning Scientist with Python
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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
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R Programming
Python Programming
Data Visualization with Python
Spreadsheet Fundamentals
Data Skills for Business
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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
Podcasts
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How Organizations Can Bridge the Data Literacy Gap
How Salesforce Created a High-Impact Data Science Organization
How Data Science Drives Value for Finance Teams
How Data Science is Transforming the Healthcare Industry
How to Build a Data Science Team from Scratch
How Chelsea FC Uses Analytics to Drive Matchday Success
How an Always-Learning Culture Drives Innovation at Shopify
How Real Time Data Accelerates Business Outcomes
Workspace
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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
Skills Assessments
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Understanding Data Science
Understanding Data Engineering
Understanding Machine Learning
Understanding Data Visualization
Understanding Cloud Computing
Introduction to Portfolio Risk Management in Python
Introduction to Python for Finance
Financial Analytics in Spreadsheets
Marketing Analytics for Business
Machine Learning for Business
Data Science for Business
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Understanding Data Science
Understanding Data Engineering
Understanding Machine Learning
Understanding Data Visualization
Understanding Cloud Computing
Introduction to Portfolio Risk Management in Python
Introduction to Python for Finance
Financial Analytics in Spreadsheets
Marketing Analytics for Business
Machine Learning for Business
Data Science for Business
See Blogs
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
Podcasts
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[DataFramed Careers Series #2] What Makes a Great Data Science Portfolio
[DataFramed Careers Series #4]: Acing the Data Science Interview
Accelerating Data Careers with Writing
The Rise of Hybrid Jobs & the Future of Data Skills
Ace the Data Science Interview
Find a data job
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Understanding Data Science
Data Science for Business
Introduction to Data Science in Python
Data Manipulation with pandas
Data Types for Data Science in Python
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Data Scientist with R
Data Scientist with Python
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Data Analysis in Excel
Data Analysis in Spreadsheets
Exploratory Data Analysis in Python
Exploratory Data Analysis in SQL
Exploratory Data Analysis in R
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Data Analyst with R
Data Analyst with Python
Data Analyst with SQL Server
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Understanding Data Engineering
Introduction to Data Engineering
Database Design
AWS Cloud Concepts
NoSQL Concepts
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Data Engineer with Python
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Understanding Machine Learning
Introduction to Deep Learning in Python
AI Fundamentals
Machine Learning for Business
Machine Learning with Tree-Based Models in Python
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Machine Learning Scientist with Python
Machine Learning Scientist with R
Workspace
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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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Google Play Store Apps
Netflix Movie Data
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Senior Data Scientist, Analytics
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Tutorials & Webinars
Webinars
Making Decisions with Data & AI
Getting Started with Data Visualization in Power BI
Empowering Government with Data & AI Literacy
Effective Data Storytelling for Financial Services
SQL for Absolute Beginners
Exploratory Data Analysis in Spreadsheets
An Introduction to GPT & Whisper with the OpenAI API in Python
What ChatGPT Enterprise Means for Your Organization
What ChatGPT Enterprise Means for Your Organization
Effective Data Storytelling for Financial Services
Upcoming Events
Blog
The Top 12 AI Frameworks and Libraries: A Beginner's Guide
11 Top Tips to Use AI Chatbots to Test Your Design
5 Unique Ways to Use AI in Data Analytics
How to Build Adaptive Data Pipelines for Future-Proof Analytics
How is AI Transforming Data Management?
What is an Algorithm?
What is Continuous Learning? Revolutionizing Machine Learning & Adaptability
Introducing DataCamp in Spanish!
What is Tokenization?
Machine Learning Engineer Salaries in 2023
Cheat Sheets
Deep Learning with PyTorch
Data Transformation with Power Query M in Power BI
Working with Tables in Power Query M in Power BI
AWS, Azure and GCP Service Comparison for Data Science & AI
Microsoft Exam Comparison of PL-300: Power BI Data Analyst vs. PL-900: Power Platform Fundamentals
How to Pass the PL-300 Power BI Certification
The Data-Information-Knowledge-Wisdom Pyramid
The Generative AI Tools Landscape
The OpenAI API in Python
Business Use Cases of ChatGPT
Tutorials
Weaviate Tutorial: Unlocking the Power of Vector Search
MySQL Tutorial: A Comprehensive Guide for Beginners
How to Run Alpaca-LoRA on Your Device
An Introduction to Data Pipelines for Aspiring Data Professionals
Intro to Causal AI Using the DoWhy Library in Python
Visualizing Climate Change Data with ggplot2: A Step-by-Step Tutorial
Textacy: An Introduction to Text Data Cleaning and Normalization in Python
Introduction to Non-Linear Model and Insights Using R
Performance and Scalability Unleashed: Mastering Single Table Database Design with DynamoDB
A Beginner's Guide to BigQuery
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
How Drax Accelerates the Transition to Green Energy Using DataCamp
How Western Governors University Boosted Students’ ROI With DataCamp
How Colgate-Palmolive Used DataCamp for its Data & Analytics Academy
Case Study: How Specsavers Saved Learners 4 Hours Per Week
How Kotak Bank Transitioned to a Modern Analytics Stack
Essex Property Trust Experiences 24X Productivity Gains
How CBRE Implemented its Data Literacy Program with DataCamp
Just IT Chooses DataCamp to Accelerate its Blended Learning Program
How Allianz Upskilled 6,000+ Employees with DataCamp
Rolls-Royce 100x'ed the Speed of Engineering Processes
E-Books
The Definitive Guide to Machine Learning for Business Leaders
Podcast
Making Better Decisions using Data & AI with Cassie Kozyrkov, Google's First Chief Decision Scientist
Building Diverse Data Teams with Tracy Daniels, Head of Insights and Analytics at Truist
Building Ethical Machines with Reid Blackman, Founder & CEO at Virtue Consultants
From Data Literacy to AI Literacy with Cindi Howson, Chief Data Strategy Officer at ThoughtSpot
How Data can Enable Effective Leadership with Dr. Constance Dierickx, The Decision Doctor
How Data Science Can Sustain Small Businesses with Kendra Vant, Executive GM Data & AI Products at Xero
Unlocking the Power of Data Science in the Cloud
Expanding the Scope of Generative AI in the Enterprise with Bal Heroor, CEO and Principal at Mactores
Why AI is Eating the World with Daniel Jeffries, Managing Director at AI Infrastructure Alliance
The Past, Present & Future of Generative AI—With Joanne Chen, General Partner at Foundation Capital
Podcast
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Making Better Decisions using Data & AI with Cassie Kozyrkov, Google's First Chief Decision Scientist
Building Diverse Data Teams with Tracy Daniels, Head of Insights and Analytics at Truist
Building Ethical Machines with Reid Blackman, Founder & CEO at Virtue Consultants
From Data Literacy to AI Literacy with Cindi Howson, Chief Data Strategy Officer at ThoughtSpot
How Data can Enable Effective Leadership with Dr. Constance Dierickx, The Decision Doctor
How Data Science Can Sustain Small Businesses with Kendra Vant, Executive GM Data & AI Products at Xero
Unlocking the Power of Data Science in the Cloud
Expanding the Scope of Generative AI in the Enterprise with Bal Heroor, CEO and Principal at Mactores
Why AI is Eating the World with Daniel Jeffries, Managing Director at AI Infrastructure Alliance
The Past, Present & Future of Generative AI—With Joanne Chen, General Partner at Foundation Capital
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Context-Aware Chatbots with LangChain
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