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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Vedettes
Devenir un développeur IA
Enseigné par des instructeurs de :
Construire des systèmes d’IA avec OpenAI et LangChain
Maîtrisez l’API OpenAI et les packages LangChain et créez des démonstrations de faisabilité d’IA en cours de route.
Développer des applications d’IA avec GPT et Pinecone
Combinez la puissance des bases de données vectorielles Pinecone et de l’API OpenAI et créez des chatbots avec une mémoire à long terme.
Construire des systèmes d’IA avec Hugging Face
Découvrez la puissance de l’écosystème de l’IA open source avec Hugging Face.
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Tous les code-alongs
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
1 octobre 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
28 août 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
27 août 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
20 août 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
15 août 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
1 août 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
30 juillet 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
23 juillet 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
16 juillet 2024
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
11 juillet 2024
Analyzing Euro 2024 Soccer Data in SQL
Thomas, an analytics engineer at Metabase, takes you through a complete SQL data analysis project.
Thomas Schmidt
9 juillet 2024
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
5 juillet 2024