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.

Em destaque

Seja um desenvolvedor de IA

Ministrado por instrutores de:

Criação de sistemas de IA com OpenAI e LangChain

Domine os pacotes d API da OpenAI e LangChain e crie provas de conceitos de IA ao longo do caminho.

Introdução aos Modelos de Linguagem Grande com GPT & LangChain

Richie Cotton

Engenharia de prompts com GPT e LangChain

Olivier Mertens

Criação de aplicativos de IA multimodais com LangChain e a API da OpenAI

Korey Stegared-Pace

Desenvolvimento de aplicações de IA com GPT e Pinecone

Combine o poder dos bancos de dados vetoriais Pinecone e da API da OpenAI e crie chatbots com memória de longo prazo.

Pesquisa semântica com Pinecone

James Briggs

Geração aumentada de recuperação com OpenAI API e Pinecone

Vincent Vankrunkelsven

Criação de chatbots com a API da OpenAI e Pinecone

James Briggs

Construção de sistemas de IA com Hugging Face

Descubra o poder do ecossistema de IA de código aberto com o Hugging Face.

Uso de modelos de IA de código aberto com Hugging Face

Alara Dirik

Criação de aplicativos de PLN com Hugging Face

Jacob Marquez

Classificação de imagens com Hugging Face

Priyanka Asnani

Treinando 2 ou mais pessoas?Experimente DataCamp for Business

Todos os code-along

Data Visualization

Visualizing Sales Data with PivotCharts in Excel

In this code along, we delve into the world of data analysis and visualization using PivotCharts and PivotTables on a sales dataset.

Agata Bak-Geerinck

31 de outubro de 2023

Machine Learning

Retrieval Augmented Generation with GPT and Milvus

In this session you'll learn how to get started with Milvus and perform Q&A on some documents using GPT and the RAG technique.

Yujian Tang

24 de outubro de 2023

Machine Learning

Image Classification with Hugging Face

Deep dive into open source computer vision models with Hugging Face and build an image recognition system from scratch.

Priyanka Asnani

24 de outubro de 2023

Machine Learning

Building NLP Applications with Hugging Face

Perform a variety of NLP tasks from sentiment analysis to clustering with Hugging Face, and build a bot that generates marketing copy for a fashion retailer.

Jacob Marquez

24 de outubro de 2023

Machine Learning

Using Open Source AI Models with Hugging Face

Deep dive into open source AI, explore the Hugging Face ecosystem, and build an automated image captioning system.

Alara Dirik

24 de outubro de 2023

Machine Learning

Building Chatbots with the OpenAI API and Pinecone

Build a chatbot with long term memory using the OpenAI API & PineCone and use it to answer questions about research papers.

James Briggs

24 de outubro de 2023

Machine Learning

Retrieval Augmented Generation with the OpenAI API & Pinecone

Build a movie recommender system using GPT and learn key techniques to minimize hallucinations and ensure factual answers.

Vincent Vankrunkelsven

24 de outubro de 2023

Machine Learning

Semantic Search with Pinecone

Learn the fundamentals of text embedding and vector databases with Pinecone to build a simple search engine.

James Briggs

24 de outubro de 2023

Machine Learning

Building Multimodal AI Applications with LangChain & the OpenAI API

Combine the power of text and audio AI models to build a bot that answers questions about YouTube videos.

Korey Stegared-Pace

24 de outubro de 2023

Machine Learning

Prompt Engineering with GPT & LangChain

Learn prompt engineering best practices while using ChatGPT to analyze the sentiment of financial news headlines and Reddit comments.

Olivier Mertens

24 de outubro de 2023

Machine Learning

Introduction to Large Language Models with GPT & LangChain

Learn the fundamentals of working with large language models and build a bot that analyzes data.

Richie Cotton

24 de outubro de 2023

Machine Learning

Using Large Language Models with the Cohere API

In this session, you'll learn to use the Cohere API with Python to generate content based on a given prompt, extract information from documents, and build a semantic search engine.

Rishit Dholakia

5 de outubro de 2023

About DataCamp

Industries

Roles

Technologies

Topics

Data Science & AI Code-Alongs

Seja um desenvolvedor de IA

Criação de sistemas de IA com OpenAI e LangChain

Introdução aos Modelos de Linguagem Grande com GPT & LangChain

Engenharia de prompts com GPT e LangChain

Criação de aplicativos de IA multimodais com LangChain e a API da OpenAI

Desenvolvimento de aplicações de IA com GPT e Pinecone

Pesquisa semântica com Pinecone

Geração aumentada de recuperação com OpenAI API e Pinecone

Criação de chatbots com a API da OpenAI e Pinecone

Construção de sistemas de IA com Hugging Face

Uso de modelos de IA de código aberto com Hugging Face

Criação de aplicativos de PLN com Hugging Face

Classificação de imagens com Hugging Face

Todos os code-along

Visualizing Sales Data with PivotCharts in Excel

Retrieval Augmented Generation with GPT and Milvus

Image Classification with Hugging Face

Building NLP Applications with Hugging Face

Using Open Source AI Models with Hugging Face

Building Chatbots with the OpenAI API and Pinecone

Retrieval Augmented Generation with the OpenAI API & Pinecone

Semantic Search with Pinecone

Building Multimodal AI Applications with LangChain & the OpenAI API

Prompt Engineering with GPT & LangChain

Introduction to Large Language Models with GPT & LangChain

Using Large Language Models with the Cohere API

About DataCamp

Industries

Roles

Technologies

Topics