Data Elixir - Data Elixir - Issue 352
ISSUE 352 · September 7, 2021TrendsHow Midsize Companies Can Compete in AIStartups and multi-billion dollar giants are well-positioned to leverage AI's capabilities but mid-sized companies are being left behind. Here's how joint AI ventures can help them catch up. Sponsored LinkUnderstanding Bias in AI: What is it, how to identify it, and how to mitigate it.It’s no secret...bias in AI is a problem. The more powerful AI capacity becomes, the more important it becomes to ensure that we are producing tools that make life better for more people, not simply scaling and perpetuating forms of error. That’s why we’ve created a guide to understanding and addressing possible sources of bias for your AI/ML project. Tutorials, Projects & OpinionsTwelve Software Design Tips for Data ScientistsYou may not need to write large programs that scale but the tips outlined here will help make sure that even small scripts are clear, easy to maintain, and designed to evolve. This is a super useful post, especially for non-engineers. For a streamlined version, see the slides. A Gentle Introduction to Graph Neural NetworksAwesome introduction to graph neural networks, starting with the basics of graphs and what makes graph data different from other types of data. With lots of visualizations along the way, this post gradually explains and builds out a GNN from a bare-bones implementation to a state-of-the-art model. There's a lot to learn and play with here. Multiplying Matrices Without MultiplyingThis paper introduces a learning-based algorithm for multiplying matrices that greatly outperforms existing methods. It's important because matrix multiplication is one of the most fundamental operations in machine learning and this new approach looks FAST! Decision Making at NetflixThis introduction is the first in a multi-part series on how Netflix uses A/B testing to make decisions. This post lays the groundwork. Upcoming posts will cover statistical concepts, infrastructure to support and scale tests, the role of experimentation, and the importance of culture. TLDR Newsletter - Byte sized news for busy techiesTLDR is a daily newsletter with links and TLDRs of the most interesting stories in tech 📱, science 🚀, and coding 💻! Sign up for free today. ResourcesRecommendersNice collection of examples, best practices and Python utilities for building and evaluating recommendation systems. Python PackagesPython packages are a key part of the language that enable you to create reusable, organized, and shareable code. This open-source book shows how to build efficient workflows for creating Python packages, including package organization, testing, versioning, CI/CD, and more! Data VisualizationAnalyzing Geospatial Data in PythonNice introduction to working with geospatial data using Python. Covers data types, common pitfalls, map projections, and how to work with and visualize data using the GeoPandas and Shapely libraries. To find specific content from prior issues or to research topics, check out the catalogued Archives on Data Elixir's Search Page >> |
Older messages
Latest Issue
Sunday, September 5, 2021
Latest Issue Data Elixir logo September 5, 2021 Hey, it's Lon at Data Elixir. Thanks for signing up for the newsletter. If you work with data, I think you're going to love this. Data Elixir
You Might Also Like
eBook: Software Supply Chain Security for Dummies
Wednesday, January 15, 2025
Free access to this go-to-guide for invaluable insights and practical advice to secure your software supply chain. The Hacker News Software Supply Chain Security for Dummies There is no longer doubt
The 5 biggest AI prompting mistakes
Wednesday, January 15, 2025
✨ Better Pixel photos; How to quit Meta; The next TikTok? -- ZDNET ZDNET Tech Today - US January 15, 2025 ai-prompting-mistakes The five biggest mistakes people make when prompting an AI Ready to
An interactive tour of Go 1.24
Wednesday, January 15, 2025
Plus generating random art, sending emails, and a variety of gopher images you can use. | #538 — January 15, 2025 Unsub | Web Version Together with Posthog Go Weekly An Interactive Tour of Go 1.24 — A
Spyglass Dispatch: Bromo Sapiens
Wednesday, January 15, 2025
Masculine Startups • The Fall of Xbox • Meta's Misinformation Off Switch • TikTok's Switch Off The Spyglass Dispatch is a newsletter sent on weekdays featuring links and commentary on timely
The $1.9M client
Wednesday, January 15, 2025
Money matters, but this invisible currency matters more. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
⚙️ Federal data centers
Wednesday, January 15, 2025
Plus: Britain's AI roadmap
Post from Syncfusion Blogs on 01/15/2025
Wednesday, January 15, 2025
New blogs from Syncfusion Introducing the New .NET MAUI Bottom Sheet Control By Naveenkumar Sanjeevirayan This blog explains the features of the Bottom Sheet control introduced in the Syncfusion .NET
The Sequence Engineering #469: Llama.cpp is The Framework for High Performce LLM Inference
Wednesday, January 15, 2025
One of the most popular inference framework for LLM apps that care about performance. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
3 Actively Exploited Zero-Day Flaws Patched in Microsoft's Latest Security Update
Wednesday, January 15, 2025
THN Daily Updates Newsletter cover The Kubernetes Book: Navigate the world of Kubernetes with expertise , Second Edition ($39.99 Value) FREE for a Limited Time Containers transformed how we package and
The Sequence Engineering #469: Llama.cpp is The Framework for High Performce LLM Inference
Wednesday, January 15, 2025
One of the most popular inference framework for LLM apps that care about performance. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏