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applying data science

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.

All Code-Alongs

Software Services

Getting Started with Java for Data

Bogdan, a Senior Software Engineer at DataCamp, takes you through the basics of programming with Java. You'll encounter core techniques like defining variables and flow control, and work through a problem involving data.
Bogdan Floris's photo

Bogdan Floris

August 15, 2024

Machine Learning

Engineering Retrieval Augmented Generation Applications for the Enterprise with Pinecone

Roie, a Staff Developer Advocate at Pinecone, shows you how to build an enterprise-quality RAG application.
Roie Schwaber-Cohen's photo

Roie Schwaber-Cohen

July 30, 2024

Machine Learning

Fine-tuning Open Source LLMs with Mistral

Andrea, a Computing Engineer at CERN, and Josep, a Data Scientist at the Catalan Tourist Board, will walk you through the steps needed to customize the open-source Mistral LLM.
Josep Ferrer's photo

Josep Ferrer

Andrea Valenzuela's photo

Andrea Valenzuela

July 16, 2024

Machine Learning

Natural Language Interfaces to Software with GPT-4o Function Calling

Richie, a Senior Data Evangelist at DataCamp, shows you how to use the function calling features in the OpenAI API and GPT-4o to create a simple AI assistant that has a natural language interface.
Richie Cotton's photo

Richie Cotton

July 11, 2024

Data Analysis

Analyzing Euro 2024 Soccer Data in SQL

Thomas, an analytics engineer at Metabase, takes you through a complete SQL data analysis project.
Thomas Schmidt's photo

Thomas Schmidt

July 9, 2024

Data Analysis

Analyzing European Championship Soccer Data in Power BI

Join Iason, a Curriculum Manager at DataCamp, in creating a Power BI dashboard of historical information from the UEFA European Football Championship.
Iason Prassides's photo

Iason Prassides

July 5, 2024

Data Science

Machine Learning in Production with Python

Michelle Conway, Lead Data Scientist at Lloyds Banking Group, will walk you through a simple machine learning example on banking data, including feature engineering, training a model, making predictions, and assessing model performance.
Michelle Conway's photo

Michelle Conway

July 2, 2024

Data Science

Creating Data Pipelines with Airflow

Join Mike, an experienced data engineering consultant, as he guides you through the fundamentals of data pipelines with Airflow and Python.
Mike Metzger's photo

Mike Metzger

June 19, 2024

Machine Learning

Creating AI Assistants with GPT-4o

In this code-along, Richie shows you how to use the OpenAI API and GPT-4o to create an AI assistant for data science tasks.
Richie Cotton's photo

Richie Cotton

June 11, 2024

Data Analysis

Getting Started with BigQuery

Eduardo Oliveira, CTPO at DataCamp, walks you through how to master the syntax and structure of SQL within the BigQuery environment.
Eduardo Oliveira's photo

Eduardo Oliveira

June 4, 2024