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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Criação de sistemas de IA com OpenAI & LangChain
Domine os pacotes d API da OpenAI e LangChain e crie provas de conceitos de IA ao longo do caminho.
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.
Criação de sistemas de IA com Hugging Face
Descubra o poder do ecossistema de IA de código aberto com Hugging Face.
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Todos os code-alongs
Fine-tuning GPT3.5 with the OpenAI API
In this code along, you'll learn how to use the OpenAI API and Python to get started fine-tuning GPT3.5.
Zoumana Keita
22 de dezembro de 2023
Exploratory Data Analysis in Python for Beginners
In this code-along, you will be introduced to the basics of exploring new datasets. Using data on UK Premiership soccer results, you will use Python to calculate summary statistics and draw visualizations to generate insights.
George Cunningham
19 de dezembro de 2023
Retrieval Augmented Generation with LlamaIndex
In this session you'll learn how to get started with Chroma and perform Q&A on some documents using Llama 2, the RAG technique, and LlamaIndex.
Dan Becker
13 de dezembro de 2023
Building a Diffuser Model From Scratch with PyTorch
In this webinar, you'll learn how to build your own diffuser model from scratch!
Philip Bontrager
6 de dezembro de 2023
Evaluating LLM Responses
In this session, we cover the different evaluations that are useful for reducing hallucination and improving retrieval quality of LLMs.
Josh Reini
29 de novembro de 2023
Getting Started with Data Analysis in Snowflake using Python and SQL
In this code-along session, you will learn how to use Snowpark Python and SQL to perform data analysis in the Snowflake Data Cloud.
Vino Duraisamy
22 de novembro de 2023
Fine-Tuning Your Own Llama 2 Model
In this session, we take a step-by-step approach to fine-tune a Llama 2 model on a custom dataset.
Maxime Labonne
17 de novembro de 2023
Running Machine Learning Experiments in Python
In this webinar, you'll use MLflow to manage a machine learning experiment pipeline. The session will cover model evaluation, hyperparameter tuning, and MLOps strategies, using a London weather dataset.
Folkert Stijnman
14 de novembro de 2023
Simplifying Image Recognition using ApertureDB and Python
In this session, you'll use ApertureDB to access the COCO dataset and run image recognition using Python.
Luis Remis
8 de novembro de 2023
Using ChatGPT's Advanced Data Analysis
In this session, you'll see how to use this tool to combine the text-writing skills of ChatGPT with the power of Python to perform some data analysis and machine-learning workflows.
Richie Cotton
3 de novembro de 2023
Advanced ChatGPT Prompt Engineering
In this session, you'll learn advanced prompting skills such as using prompt templates, testing the quality of your prompts, and working with images in prompts.
Isabella Bedoya
2 de novembro de 2023
ChatGPT Prompt Engineering for Beginners
In this webinar, you'll get ideas for incorporating ChatGPT into your workflows and learning the basics of writing good prompts.
Adel Nehme
1 de novembro de 2023