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Recently published
Deep Learning on Rails with PyTorch Lightning
In this session, youll learn how to create a simple deep learning model using PyTorch Lightning. Youll work through the steps of defining and training the model, making predictions, and evaluating model performance.
Code-Alongs
Scaling Enterprise Analytics with Libby Duane Adams, Chief Advocacy Officer and Co-Founder of Alteryx
RIchie and Libby explore the differences between analytics and business intelligence, generative AI and its implications in analytics, the role of data quality and governance, Alteryx’s AI platform, data skills as a workplace necessity, and more.
Podcasts
Using GPT on Azure
Find out how you can spin up a pay-as-you-go instance of OpenAI, and you’ll build a few simple applications that show the power of LLMs and GenAI against your data.
Code-Alongs
Managing Machine Learning Models with MLflow
Learn to use MLflow to track and package a machine learning model, and see the process for getting models into production.
Code-Alongs
The Deep Learning Revolution in Space Science
Justin Fletcher joins the show to talk about how the US Space Force is using deep learning with telescope data to monitor satellites, potentially lethal space debris, and identify and prevent catastrophic collisions.
Podcasts
Pair Programming with GitHub Copilot
In this session, Nuno, DataCamps Director of Engineering, demonstrates how to make use of GitHub Copilot. Youll see how to perform a simple data analysis in conjunction with AI, and learn how to make the most of Copilots features.
Code-Alongs
Building Multi-Modal Search with Weaviate
In this session, youll learn how to use the Weaviate vector database to store these different content types, then perform search queries on them.
Code-Alongs
Inside Algorithmic Trading with Anthony Markham, Vice President, Quantitative Developer at Deutsche Bank
Richie and Anthony cover what algorithmic trading is, the use of machine learning techniques in trading strategies, the challenges of handling large datasets with low latency, risk management in algorithmic trading and much more.
Podcasts
Expert Sessions: How to Break into AI in 2024
In this webinar, Sadie St. Lawrence, Chief AI Officer at SSL Innovations and Founder of Women in Data, will provide an in-depth exploration of best practices for breaking into AI in 2024.
Webinars
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.
Code-Alongs
Unlocking Efficiency Gains Through Process Mining with Wil van der Aalst and Cong Yu, Chief Scientist and VP Engineering at Celonis
Wil, Cong, and Richie explore process mining and its development, popular use cases of process mining, how to scale process mining systems, prospects within the field and much more.
Podcasts
Fine-tuning GPT3.5 with the OpenAI API
In this code along, youll learn how to use the OpenAI API and Python to get started fine-tuning GPT3.5.
Code-Alongs
Modernizing Sales Analytics with Snowflake
In this session, youll learn how to improve customer dashboards, sales forecasting, and sales notification systems, and see how Snowflake can be used across these areas of sales analytics.
Webinars
Retrieval Augmented Generation with LlamaIndex
In this session youll learn how to get started with Chroma and perform Q&A on some documents using Llama 2, the RAG technique, and LlamaIndex.
Code-Alongs
Building a Diffuser Model From Scratch with PyTorch
In this webinar, youll learn how to build your own diffuser model from scratch!
Code-Alongs
Unleashing the Synergy of LLMs and Knowledge Graphs
This webinar illuminates how LLM applications can interact intelligently with structured knowledge for semantic understanding and reasoning.
Webinars
Evaluating LLM Responses
In this session, we cover the different evaluations that are useful for reducing hallucination and improving retrieval quality of LLMs.
Code-Alongs
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.
Code-Alongs