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Introduction to Alteryx
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Learn ChatGPT
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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 Apache 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 Apache Airflow in Python
Introduction to NoSQL
Monitoring Machine Learning Concepts
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
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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
Monitoring Machine Learning Concepts
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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Understanding Microsoft Azure Architecture and Services
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Artificial Intelligence (AI)
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Introduction to ChatGPT
Understanding Prompt Engineering
Generative AI Concepts
Understanding Artificial Intelligence
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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
Machine Learning for Business
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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
Learn Power BI
Introduction to Tableau
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Introduction to Data Visualization with Seaborn
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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
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Data Communication Concepts
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Microsoft Azure Fundamentals (AZ-900)
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Python
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Introduction to Python
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R
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Introduction to R
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Importing & Cleaning Data with R
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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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Introduction to 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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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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Understanding Microsoft Azure
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Introduction to Java
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Data Types and Exceptions in Java
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Java Fundamentals
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Alteryx
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Introduction to Alteryx
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Alteryx Fundamentals
Snowflake
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dbt
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dbt Fundamentals
Spark
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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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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
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
DataLab
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Templates
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Create a Word Cloud
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Google Play Store Apps
Netflix Movie Data
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Documentation
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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
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Resources
Upcoming Webinars
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Create a Customer Insights Pipeline with Airflow and dbt
Build Event-Driven Data Pipelines with Snowflake & Airflow
Using The Hero’s Journey in Data and AI
Using AI To Increase Your Productivity
Prepare Yourself for the 2026 AI Job Market
Data & AI Trends for 2026
AI Regulations to Watch Out For in 2026
Trends in Business Intelligence & Analytics for 2026
Past Webinars
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Make AI Work More Than 5% of the Time
Calculate the Value of Machine Learning Projects
Reimagining Data and AI Education
Unlocking SAS Academic Resources
Get AI Audit Ready!
Mastering Microsoft Azure AI Fundamentals
Build a Multi-Agent App with MCP & MongoDB: Promotion Tycoon
Introduction to Model Context Protocol
Code Alongs
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Unlock New LLM Architectural Capabilities By Retraining
Create a Deepfake AI Puppet of Yourself with Gemini & Elevenlabs
Build Your First AI Agent with n8n
Deploying Python on AWS
Getting Started with AI Automation Using Make
AI Agents For Everyone with n8n
Creating AI Agents on AWS
Building Scalable Data Pipelines
Blog
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dbt Certification: A Detailed Guide
n8n vs. Zapier: Which Automation Tool is Right For You?
ChatGPT Prompts: Real Examples for Every Use Case
Gemini vs. ChatGPT: Which AI Model Performs Better?
Claude Opus 4.5: Benchmarks, Agents, Tools, and More
Top 40 TypeScript Interview Questions and Answers for 2025
Gemini 3: Google’s Most Powerful LLM
Grok 4.1: Improved Emotional Intelligence and Creative Writing
Cheat Sheets
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AI Agents Cheat Sheet
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Tutorials
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FLUX.2 Tutorial: Build a Capsule Wardrobe Visualizer with Gradio
Copilot in PowerPoint: From Blank Slide to Polished Deck in Minutes
CREATE TABLE in SQL: Master Schema Design and Best Practices
Requesty Tutorial: The Unified LLM Gateway With Automatic Failovers
SAM3 Tutorial (Segment Everything Model 3): Build a Privacy Filter
Git Worktree Tutorial: Work on Multiple Branches Without Switching
Databricks Genie: How AI-Powered Q&A Works in Databricks
Google File Search Tool Tutorial: Build RAG Applications With Gemini API
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White Papers
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Your Fast-Track Guide to EU AI Act Readiness
The Learning Leader's Guide to AI Literacy
The Finance Leader's Guide to Data Science Use Cases
DataCamp Signal: An Effective Tool for Data Skill Assessment
2022 Data Trends and Predictions
Why 89% of Companies are Prioritizing Data Fluency
What Your Employees Must Learn to Work With Data in the 21st Century
Your Organization's Guide to Data Maturity
Podcast
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The State of Data & AI with Tom Tunguz, VC at Theory Ventures
Creating an AI-First Data Team with Bilal Zia, Head of Data Science & Analytics at DuoLingo
How to Build AI Your Users Can Trust with David Colwell, VP of AI & ML at Tricentis
The Future of Data & AI Education Just Arrived with Jonathan Cornelissen & Yusuf Saber
Harnessing AI to Help Humanity with Sandy Pentland, HAI Fellow at Stanford
Building Trust in AI Agents with Shane Murray, Senior Vice President of Digital Platform Analytics at Versant Media
The Challenges of Enterprise Agentic AI with Manasi Vartak, Chief AI Architect at Cloudera
Building a Sales and Marketing Capability for Data Applications with Denise Persson, CMO at Snowflake, and Chris Degnan, former CRO at Snowflake
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Explore Jun's work
Jun Hong Koh's
AI Engineer for Data Scientists Associate certificate
Obtained: 19 February 2025.
Expires:
19 February 2027
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