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.
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.
Building AI Systems with Hugging Face
Uncover the power of the open source AI ecosystem with Hugging Face.
All Code-Alongs
Get Started Analyzing Survey Data with SQL & Python
In this introductory session, you'll explore a survey on business innovation. The focus will be on principles of analyzing survey data, and you'll write some simple SQL for calculations and simple Python for data visualizations.
Richie Cotton
January 24, 2024
Data Storytelling with ChatGPT
In this session, you'll learn how to use ChatGPT to perform a data analysis and assemble the results into a data story.
Joe Franklin
January 16, 2024
Chat with Your Documents Using GPT & LangChain
In this code-along, Andrea Valenzuela, Computing Engineer at CERN, and Josep Ferrer Sanchez, Data Scientist at the Catalan Tourist Board, will walk you through building an AI system that can query your documents & data using LangChain & the OpenAI API.
Andrea Valenzuela
Josep Ferrer
January 9, 2024
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
December 22, 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
December 19, 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
December 13, 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
December 6, 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
November 29, 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
November 22, 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
November 17, 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
November 14, 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
November 8, 2023