Courses
See all Beginner courses
Understanding Data Science
Introduction to Python
Introduction to R
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
ETL in Python
Introduction to Airflow 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)
See all courses
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
See all courses
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
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
Machine Learning for Finance 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
Tracks
See all Skill 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
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
See Tracks
Python Fundamentals
Python Toolbox
Python Programmer
Importing & Cleaning Data with Python
Machine Learning Fundamentals with Python
R
See R Courses
Introduction to R
Introduction to the Tidyverse
Intermediate R
Data Manipulation with dplyr
Introduction to Data Visualization with ggplot2
See Tracks
R Programming
Importing & Cleaning Data with R
Tidyverse Fundamentals with R
Shiny Fundamentals
Data Visualization with R
SQL
See SQL Courses
Introduction to SQL
Introduction to SQL Server
Joining Data in SQL
Introduction to Relational Databases in SQL
Reporting in SQL
See Tracks
SQL Fundamentals
SQL Server Fundamentals
SQL for Business Analysts
SQL for Database Administrators
SQL Server for Database Administrators
PowerBI
See Power BI Courses
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
See Excel & Spreadsheet
Introduction to Spreadsheets
Data Analysis in Excel
Data Analysis in Spreadsheets
Intermediate Spreadsheets
Pivot Tables in Spreadsheets
Data Visualization in Spreadsheets
See all courses
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
See Tracks
Data Literacy Fundamentals
Python Fundamentals
R Programming
Python Programming
SQL Fundamentals
Tableau Fundamentals
See all Blogs
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
See all Technologies
Python
R
SQL
Power BI
Tableau
Shell
Git
Scala
Podcasts
See all
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
See all courses
Understanding Data Science
Data Science for Business
See Tracks
Data Scientist with R
Data Scientist with Python
See Tracks
Data Analyst with R
Data Analyst with Python
Data Analyst with SQL Server
See all courses
Data Analysis in Excel
Data Analysis in Spreadsheets
See all courses
Understanding Data Engineering
Introduction to Data Engineering
Data Engineer with Python
Database Design
AWS Cloud Concepts
NoSQL Concepts
See all courses
Understanding Machine Learning
Introduction to Deep Learning in Python
AI Fundamentals
Machine Learning for Business
See Tracks
Machine Learning Scientist with Python
See all courses
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
See Tracks
R Programming
Python Programming
Data Visualization with Python
Spreadsheet Fundamentals
Data Skills for Business
See all Cheat Sheets
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
See all
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
Get Started
Templates
Integrations
Documentation
Competitions
Join a Competition
Skills Assessments
Take an Assessment
See all courses
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 Tracks
Python Programmer
R Programmer
Data Scientist with R
Data Scientist with Python
Data Analyst with R
Data Analyst with Python
Data Engineer with Python
Statistician with R
Machine Learning Scientist with Python
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
See all
[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
See all courses
Understanding Data Science
Data Science for Business
Introduction to Data Science in Python
Data Manipulation with pandas
Data Types for Data Science in Python
See Tracks
Data Scientist with R
Data Scientist with Python
See all courses
Data Analysis in Excel
Data Analysis in Spreadsheets
Exploratory Data Analysis in Python
Exploratory Data Analysis in SQL
Exploratory Data Analysis in R
See Tracks
Data Analyst with R
Data Analyst with Python
Data Analyst with SQL Server
See all courses
Understanding Data Engineering
Introduction to Data Engineering
Database Design
AWS Cloud Concepts
NoSQL Concepts
See Tracks
Data Engineer with Python
See all courses
Understanding Machine Learning
Introduction to Deep Learning in Python
AI Fundamentals
Machine Learning for Business
Machine Learning with Tree-Based Models in Python
See Tracks
Machine Learning Scientist with Python
Machine Learning Scientist with R
Workspace
Get Started
Templates
See all templates
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
See all datasets
E-Commerce Data
Google Play Store Apps
Netflix Movie Data
Measles Data
Integrations
Github
Dropbox
S3 Bucket
Redshift
PostgreSQL
Documentation
What is DataCamp Workspace?
Getting Started
Creating a Workspace
Creating a Publication
Support
Find a Data Job
See all jobs
Senior Data Scientist, Analytics
Senior Data Scientist, Analytics
Data Scientist
Senior Data Analyst
Data Scientist, CryptoEconLab
Analytics Engineer
Hire Data Professionals
Certification
Gain a Professional Certification
See all certifications
Get Certified
Data Scientist Certification
Data Analyst Certification
Documentation
Resources
Webinars
Exploratory Data Analysis in Julia for Absolute Beginners
AI for Climate Change with Omdena
DataCamp Donates Celebrates International Womens’ Day
Gender Bias Text Analysis in Python
DataCamp: Q1 Roadmap 2023
Calculating KPIs with DAX in Power BI
How Consultancies Enable Data Transformation
Time Series Analysis in Python
DCI Connect - Session 1: Welcome to Instructor Success at DataCamp
DCI Connect - Session 5: Course Creation at DataCamp
Upcoming Events
Blog
Q4 2022 DataCamp Donates Digest
New: Scale Tailored Learning Paths with Our Updated Custom Tracks Editor
The Environmental Impact of Digital Technologies and Data
Excitement for DataCamp’s Radar 2023 Event Intensifies
Google Developer Student Club IBA Empowers Students to Reach Pakistani Tech Giants With Help From DataCamp Donates
Why is Data Literacy Important? The Top 10 Data Literacy Stats for 2023
Introducing The State of Data Literacy Report 2023
The Essential Power BI Interview Questions For Every Level
The Latest On OpenAI, Google AI, and What it Means For Data Science
What is TinyML? An Introduction to Tiny Machine Learning
Cheat Sheets
ChatGPT Cheat Sheet for Data Science
Reshaping Data with tidyr in R
Reshaping Data with pandas in Python
Quarto Cheat Sheet (Previously Known as RMarkdown)
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
Tutorials
Logical Functions in Tableau: IF and CASE statements
GeoPandas Tutorial: An Introduction to Geospatial Analysis
Setting Up VSCode For Python: A Complete Guide
An Introduction to Python Subprocess: Basics and Examples
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
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
E-Books
The Definitive Guide to Machine Learning for Business Leaders
Podcast
See all
Becoming a Kaggle Grandmaster
Increasing Diverse Representation in Data Science
Unlocking Scalable ROI for Data Teams
How Data Scientists Can Thrive in Consulting
Make Your A/B Testing More Effective and Efficient
Building Trust in Data with Data Governance
Using AI to Improve Data Quality in Healthcare
Why We Need More Data Empathy
How Organizations Can Bridge the Data Literacy Gap
ChatGPT and How Generative AI is Augmenting Workflows
Podcast
See all
Becoming a Kaggle Grandmaster
Increasing Diverse Representation in Data Science
Unlocking Scalable ROI for Data Teams
How Data Scientists Can Thrive in Consulting
Make Your A/B Testing More Effective and Efficient
Building Trust in Data with Data Governance
Using AI to Improve Data Quality in Healthcare
Why We Need More Data Empathy
How Organizations Can Bridge the Data Literacy Gap
ChatGPT and How Generative AI is Augmenting Workflows
Pricing
For Business
Julia vs R in 2023
Become a Data Engineer
Become a Statistician
Data Analytics Projects
Everything About GPT-4
SQL vs Python
Data Analyst Salaries
R vs SQL in 2023
Promo
Skip to main content
We're Hiring
Ho Kah Chin
Share Profile
This profile is set to private
