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.
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.
Building AI Systems with Hugging Face
Uncover the power of the open source AI ecosystem with Hugging Face.
Training 2 or more people?Try DataCamp for Business
All Code-Alongs
Building Effective Dashboards in Tableau
Jahanvee, a Senior Data Analyst at Walmart, walks you through creating a Tableau dashboard.
Jahanvee Narang
October 25, 2024
Introduction to DuckDB SQL
Mehdi, a data engineer and developer advocate, introduces you to DuckDB SQL. You'll learn about the use cases, the changes to SQL syntax to make data analysis easier (no more SELECT *!), and how to include DuckDB in your analytics workflow.
Mehdi Ouazza
October 8, 2024
Building Applications with ChatGPT O1-preview
Adel, the VP of Media at DataCamp, walks you through coding workflows with ChatGPT o1-preview, going over multiple use-cases, highlighting how it differs from other models on the market today, and when you should use o1 vs other ChatGPT models.
Adel Nehme
October 2, 2024
Understanding LLMs for Code Generation
Explore the role of LLMs for coding tasks, focusing on hands-on examples that demonstrate effective prompt engineering techniques to optimize code generation.
Andrea Valenzuela
Josep Ferrer
October 1, 2024
Introduction to Microsoft Fabric
Two Microsoft experts teach you how to get started with Microsoft Fabric. You'll learn about common use cases, how to build Fabric into your data workflows, and get tips on how to be productive with Fabric.
Shannon Lindsay
Angie Rudduck
August 28, 2024
Fine-Tuning Your Own Llama 3 Model
Maxime, one of the world's leading thinkers in generative AI research, shows you how to fine-tune the Llama 3 LLM using Python and the Hugging Face platform.
Maxime Labonne
August 27, 2024
Building Trustworthy AI with Agents
Shingai Manjengwa, the Head of AI Education at Theoriq (ChainML Labs), will discuss the principles of responsible AI and demonstrate how they may be implemented in a world with multiple collaborating agents.
Shingai Manjengwa
August 20, 2024
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
August 15, 2024
Introduction to Claude
Aimée, a Learning Solutions Architect at DataCamp, takes you through how to use Claude. You'll get prompt engineering tips, see a data analysis workflow, and learn how to generate Python and SQL code with Claude.
Aimée Gott
August 1, 2024
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
July 30, 2024
Analyzing Olympics Data in SQL & Databricks
In this session, Holly, a Staff Developer Advocate at Databricks, teaches you how to get started using the Databricks platform while working through an analysis of Olympics sporting data.
Holly Smith
July 23, 2024
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
Andrea Valenzuela
July 16, 2024