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Data Science & AI Code-Alongs

From data visualization to AI, code-along with experts as they solve real-world problems. Work your way through an entire project with the help of a screencast, so you never get stuck.
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Become an AI Developer

Taught by instructors from:

Building AI Systems with OpenAI & LangChain

Master the OpenAI API & LangChain packages and build AI proof of concepts along the way.

Richie Cotton
Introduction to Large Language Models with GPT & LangChain

Richie Cotton

Olivier Mertens
Prompt Engineering with GPT & LangChain

Olivier Mertens

Korey Stegared-Pace
Building Multimodal AI Applications with LangChain & the OpenAI API

Korey Stegared-Pace

Developing AI Applications with GPT and Pinecone

Combine the power of Pinecone vector databases and the OpenAI API and build chatbots with long term memory.

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All Code-Alongs

Data Science

A/B Testing in R

Compare the performance of two groups with this introduction to A/B testing in R

Arne Warnke

February 15, 2023

Data Science

Superbowl Analysis in Python

Learn to do exploratory data analysis in Python on historic Super Bowl data.

Eric Eager

Richard Erickson's photo

Richard Erickson

February 9, 2023

Data Analysis

Analyzing Olympics Data with SQL and Python

Learn how to load data from different sources and perform exploratory analyses.
Justin Saddlemyer's photo

Justin Saddlemyer

February 7, 2023

Data Analysis

Visualizing Video Game Sales Data with ggplot2 in R

Learn to do exploratory data analysis and create visualizations with ggplot2.
Richie Cotton's photo

Richie Cotton

February 7, 2023

Data Science

NumPy Crash Course

Learn about NumPy arrays and manipulate data stored inside of them.
Izzy Weber's photo

Izzy Weber

February 7, 2023

Data Analysis

Exploring Air Force Personnel Data with Python

Learn how to answer questions about data using pandas and plotly packages.
Richie Cotton's photo

Richie Cotton

February 7, 2023

Data Science

How to Explain Black-Box Machine Learning Models

Learn about the importance of model interpretation.
Serg Masis's photo

Serg Masis

February 7, 2023

Data Science

Sentiment Analysis and Prediction in Python

Learn how to build a machine learning model predicting sentiment.
Justin Saddlemyer's photo

Justin Saddlemyer

February 7, 2023

Data Analysis

Analyzing Carbon Footprints in SQL

In this code-along, we’ll use SQL to explore data of product carbon footprints.
Izzy Weber's photo

Izzy Weber

February 7, 2023

Data Analysis

Analyzing Students’ Mental Health in SQL

Perform SQL querying and visualize results using Python Plotly.
Jasmin Ludolf's photo

Jasmin Ludolf

February 7, 2023