A beginner-friendly guide to thinking about model selection and hyperparameter tuning — When starting a machine learning project, it’s not always easy to know what model to select, especially if you’re new to the field. We’ll tackle a few common considerations you should take when starting a project in this post. Select a Model with the Correct Prediction Type: Selecting a machine learning model with the correct output type may…

Syntax highlighting for almost any programming language is finally available on Medium! — It’s here. Syntax highlighting for most programming languages is now available in Medium code blocks! Now, if you initial a code block with three backticks (“`) and type in some code, Medium will try to auto-select the correct syntax highlighting for your programming language. If you want to select a…

Data quality is one of the most important considerations for machine learning applications — and it’s one of the most frequently overlooked. — If you’re not careful, poor data quality can cause your pipeline and models to fail in production, which is not only undesirable, but also expensive. In this post, we’ll explore why validating data quality is an essential step in the MLOps process and how to use the open source whylogs…

Robust & Responsible AI Event Recording: May 17th 2022 — In this Robust & Responsible AI (Rsqrd AI) conversation we discuss several real world applications of generative deep learning such as image generation for artists, text generation with GPT-3 for conversations, 3D object generation with Neural Radiance Fields (NeRF) for virtual reality applications, and more. Find more event recordings…

This week in AI & Machine Learning: PyTorch gets an update, NVIDIA developer conference, DeepMind predicts the past, speech recognition with unlabeled data, and more! — Authors Note: If Pi Day makes you think about food and numbers, you should join our upcoming event on March 23rd about how computer vision is changing the restaurant industry! Register for free on Eventbrite. Artificial Intelligence News:

This week in AI & Machine Learning: A pivotal year for computer vision, SEER-10B, machine learning on tractors, and more. — Authors Note: I’m hosting two live computer vision events this month! No-code Deep Learning for Faster Computer Vision [FREE Workshop] New Drive-Thru Intelligence: Video Analytics for Restaurants Artificial Intelligence News: Computer Vision and Digital Transformation: Plainsight’s CEO Joins the Alldus ‘AI In Action’ Podcast

This week in AI & Machine Learning: building better AI assistants, tiling for better computer vision, trends in reinforcement learning, and more! — Authors Note: This week I hosted a workshop on No-code Deep Learning for Faster computer vision. You can check out the recording below or join our meetup to get notifications of upcoming events! Artificial Intelligence News: Project CAIRaoke: Building the assistants of the future with breakthroughs in conversational AI

This week in AI & Machine Learning: DeepMind uses AI for nuclear fusion, robots in White Castle, computer trends in machine learning, and more! — Authors Note: There’s still time to register for the No-code Deep Learning for Faster Computer Vision workshop I’m teaching on February 23rd at 5:30 pm (PST)! Artificial Intelligence News: DeepMind Uses Reinforcement Learning AI to Run a Nuclear Fusion Reactor

This week in AI & Machine Learning: Data-centric AI, creating better virtual backgrounds, MLCon 2.0, No-code deep learning, and more. — Authors Note: I’m hosting a No-code Deep Learning for Faster Computer Vision workshop on February 23rd. You can register for free on Eventbrite. Artificial Intelligence News: Is It Time for a More Data-Centric Approach? This interview with AI pioneer Andrew Ng focuses on using data-centric machine learning, which focuses more on datasets instead of the code or model implementation. …