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应用数据科学

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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精选

成为人工智能开发者

由以下讲师授课:

使用 OpenAI 和 LangChain 构建人工智能系统

掌握 OpenAI API 和 LangChain 包,并在此过程中构建 AI 概念验证。

Richie Cotton
GPT 和 LangChain 大型语言模型简介

Richie Cotton

Olivier Mertens
使用 GPT 和 LangChain 进行快速工程

Olivier Mertens

Korey Stegared-Pace
使用 LangChain 和 OpenAI API 构建多模态 AI 应用

Korey Stegared-Pace

使用 GPT 和 Pinecone 开发 AI 应用

结合 Pinecone 矢量数据库和 OpenAI API 的强大功能,构建具有长期记忆的聊天机器人。

Group培训2人或以上?试试DataCamp for Business

所有编程练习

Build Event-Driven Data Pipelines with Snowflake & Airflow

Jake McGrath, Senior Software Engineer at Hike2, guides you through constructing an event-driven data pipeline from ingestion to transformation.
Jake McGrath's photo

Jake McGrath

2025年12月5日

Create a Customer Insights Pipeline with Airflow and dbt

Manohar Sai Jasti, Analytics Engineer at Workday, guides you through building a simple yet production-ready pipeline that turns raw customer data into actionable insights.
Manohar Sai Jasti's photo

Manohar Sai Jasti

2025年12月4日

Unlock New LLM Architectural Capabilities By Retraining

Jacob Buckman, the CEO at Manifest AI, guides you through cutting-edge methods for LLM design, retraining, and deployment.
Jacob Buckman's photo

Jacob Buckman

2025年11月24日

Create a Deepfake AI Puppet of Yourself with Gemini & Elevenlabs

Rhys Phillips, Content Operations Manager at DataCamp, will show you how to generate AI videos from reference images and AI audio from sound clips, then combine them into a controllable avatar.
Rhys Phillips's photo

Rhys Phillips

2025年11月19日

Build Your First AI Agent with n8n

Nadia Privalikhina, Founder at AI Insiders, walks you through building your first AI agent using n8n.
Nadia Privalikhina's photo

Nadia Privalikhina

2025年10月29日

Deploying Python on AWS

Eric Riddoch, Director of Machine Learning Platform at Pattern, will guide you through deploying a Python-based machine learning model on AWS.
Eric Riddoch's photo

Eric Riddoch

2025年10月14日

Getting Started with AI Automation Using Make

Thiago Ramos, Business Automation & AI Lead in People & Culture at Make, will show you how to use Make to build a simple yet powerful AI automation.
Thiago Ramos's photo

Thiago Ramos

2025年9月10日

AI Agents For Everyone with n8n

Frank Nillard, former founder of a data-analysis AI agent software startup and now founder of Neural-Architects.com, one of the leading and fastest growing AI communities out there, will guide you through building your first AI agent with n8n.
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Frank Nillard

2025年9月3日

Creating AI Agents on AWS

Sowjanya Pandruju, Cloud Application Architect at AWS, teaches you how to develop and deploy AI agents using AWS.
Sowjanya Pandruju's photo

Sowjanya Pandruju

2025年8月27日

Building Scalable Data Pipelines

Ciro Greco, CEO and Co-founder at Bauplan, teaches you how to design and build scalable data pipelines from the ground up.
Ciro Greco's photo

Ciro Greco

2025年8月20日

Creating a Podcast Generation AI Multi-Agent with CrewAI

Tony Kipkemboi, Developer Advocate at CrewAI, teaches you how to use CrewAI to build a multi-agent system that generates podcast-style audio from text.
Tony Kipkemboi's photo

Tony Kipkemboi

2025年8月13日

Grounded Vibe Coding with Model Context Protocol and Qdrant

Kacper Łukawski, Senior Developer Advocate at Qdrant, teaches you how to rapidly build a Retrieval Augmented Generation system based on the Qdrant vector database.
Kacper Łukawski's photo

Kacper Łukawski

2025年8月6日