ODSC - Open Data Science

MARCH 30, 2023

Using Azure ML to Train a Serengeti Data Model, Fast Option Pricing with DL, and How To Connect a GPU to a Container Using Azure ML to Train a Serengeti Data Model for Animal Identification In this article, we will cover how you can train a model using Notebooks in Azure Machine Learning Studio.

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ODSC - Open Data Science

MAY 8, 2023

To get the data, you will need to follow the instructions in the article: Create a Data Solution on Azure Synapse Analytics with Snapshot Serengeti — Part 1 — Microsoft Community Hub, where you will load data into Azure Data Lake via Azure Synapse. Lastly, upload the data from Azure Subscription.

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AWS Machine Learning Blog

SEPTEMBER 5, 2023

We first highlight how we use AWS Glue for highly parallel data processing. We then discuss how Amazon SageMaker helps us with feature engineering and building a scalable supervised deep learning model. Dan Volk is a Data Scientist at the AWS Generative AI Innovation Center. Kexin Ding is a fifth-year Ph.D.

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ODSC - Open Data Science

NOVEMBER 19, 2024

This blog highlights some of the most impactful AI slides from the world’s best data science instructors, focusing on cutting-edge advancements in AI, data modeling, and deployment strategies. Here’s a breakdown of ten top sessions from this year’s conference that data professionals should consider.

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ODSC - Open Data Science

MARCH 23, 2023

Real-time Analytics & Built-in Machine Learning Models with a Single Database Akmal Chaudhri, Senior Technical Evangelist at SingleStore, explores the importance of delivering real-time experiences in today’s big data industry and how data models and algorithms rely on powerful and versatile data infrastructure.

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The MLOps Blog

JUNE 27, 2023

Model versioning, lineage, and packaging : Can you version and reproduce models and experiments? Can you see the complete model lineage with data/models/experiments used downstream? LakeFS LakeFS is an open-source platform that provides data lake versioning and management capabilities.

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ODSC - Open Data Science

NOVEMBER 18, 2024

Reinforcement Learning with Human Feedback Luis Serrano, PhD | Author of Grokking Machine Learning and Creator of Serrano Academy In this session, you’ll explore the widely used LLM fine-tuning method of Reinforcement Learning with Human Feedback (RLHF).

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