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.

Introduction to Large Language Models with GPT & LangChain

Richie Cotton

Prompt Engineering with GPT & LangChain

Olivier Mertens

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.

Semantic Search with Pinecone

James Briggs

Retrieval Augmented Generation with OpenAI API & Pinecone

Vincent Vankrunkelsven

Building Chatbots with the OpenAI API and Pinecone

James Briggs

Building AI Systems with Hugging Face

Uncover the power of the open source AI ecosystem with Hugging Face.

Using Open Source AI Models with Hugging Face

Alara Dirik

Building NLP Applications with Hugging Face

Jacob Marquez

Image Classification with Hugging Face

Priyanka Asnani

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All Code-Alongs

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

October 31, 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

October 24, 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

October 24, 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

October 24, 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

October 24, 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

October 24, 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

October 24, 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

October 24, 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

October 24, 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

October 24, 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

October 24, 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

October 5, 2023

About DataCamp

Industries

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Technologies

Topics

Data Science & AI Code-Alongs

Become an AI Developer

Building AI Systems with OpenAI & LangChain

Introduction to Large Language Models with GPT & LangChain

Prompt Engineering with GPT & LangChain

Building Multimodal AI Applications with LangChain & the OpenAI API

Developing AI Applications with GPT and Pinecone

Semantic Search with Pinecone

Retrieval Augmented Generation with OpenAI API & Pinecone

Building Chatbots with the OpenAI API and Pinecone

Building AI Systems with Hugging Face

Using Open Source AI Models with Hugging Face

Building NLP Applications with Hugging Face

Image Classification with Hugging Face

All Code-Alongs

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