March 8th, 2023 Newsletter: Building Both a Fraud & Not-Fraud Model, Leveraging Time-Series Segmentation, and Top AI News in 2023 So Far
Opposites Don’t Always Attract: Building Both a Fraud & Not-Fraud Model If you ever have modeled fraud, have you considered creating a model to predict fraud as well as a model to predict not-fraud? Let’s explain some more. Leveraging Time-Series Segmentation and Machine Learning for Better... Read more
March 2nd, 2023 Newsletter: Open Source Data Exploration Tools You Need to Know, GitHub Codespaces and Copilot, and Meta’s New LLM
11 Open Source Data Exploration Tools You Need to Know in 2023 In this article, we’re going to cover 11 data exploration tools that are specifically designed for exploration and analysis.  Pedro Domingos on the Quest for the Ultimate Machine Learning Algorithm We recently spoke to... Read more
February 23rd, 2023 Newsletter: Create Audience Segments Using K-Means Clustering, Churn Prevention with Reinforcement Learning, and AI Foundations
Create Audience Segments Using K-Means Clustering in Python This mini-tutorial will demonstrate how to get started with K-means clustering in Python using the scikit-learn library and ways to create audience segments that can inform marketing strategies. State of Machine Learning Survey Results Part One We recently... Read more
February 16th, 2023 Newsletter: ChatGPT: The Google Killer, Distributed Training with PyTorch and Azure ML, and Many Models Batch Training
Distributed Training with PyTorch and Azure ML Continue reading to learn the simplest way to do distributed training with PyTorch and Azure ML. Many Models Batch Training at Scale with Ray Core In this blog, we demonstrate how to conduct batch training on the NYC Taxi... Read more
February 9th, 2023 Newsletter: Top NLP Skills & Frameworks for 2023, Faster Training with Azure ML, and Learning-Aware Mechanism Design
Top NLP Skills, Frameworks, Platforms, and Languages for 2023 We looked at over 25,000 job descriptions for jobs related to NLP, and here are the most important skills, frameworks, programming languages, and cloud services that you should know for careers in NLP. Faster Training and Inference... Read more
February 2nd, 2023 Newsletter: The Ascent of ChatGPT, Data Engineering Summit Highlights, and Ten Industries Generative AI is Disrupting
The Ascent of ChatGPT Since its release in November 2022 by OpenAI, ChatGPT has taken the world by storm. Here’s what it is and why it’s making the news so often. Highlights from the Data Engineering Summit Now Available On Demand Our first Data Engineering Summit... Read more