Data Elixir - Data Elixir - Issue 440
ISSUE 440 · June 13, 2023TrendsManaging the Risks of Generative AIGenerative AI has become wildly popular but it can have unintended consequences and potentially cause real harm. Here's how to identify and mitigate the risks for your organization. Sponsored LinkStep-by-step guide to find your data ingestion toolConfused about finding the right data ingestion tool for your team? Download the free 5-day step-by-step guide to find your perfect data ingestion tool. Posts & TutorialsData JockeyData Jockey is a passion project that applies a wide variety of data tools and methodologies to music collections. The goal is to do things like match similar songs, build a recommendation engine, create playlists from thousands of songs, derive clusters, etc. There's a lot here, organized as a collection of jupyter notebooks. Neural NetworksIn this latest post from the popular MLU-Explain series, Jared Wilber explores the fundamentals of feed-forward neural networks. This is an interactive explainer, starting with basic building blocks. Fitting many statistical models at once using dplyrA common task in applied statistics is to fit and interpret a number of statistical models at once. For instance, suppose you're using the Palmer Penguins data and you want to compare bill length, bill depth, flipper length, and body mass between species. You could manually run a separate model for each, but here’s an easier way that automates the process using R and produces plots and a nice table of results. Sequential Testing at Booking.comGroup Sequential Testing allows for intermediate opportunities to judge the outcome of A/B tests and act accordingly. That means decisions can be made faster and, as Nils Skotara explains in this post, it can also significantly increase the quality of those decisions. TEMPLATE | Data planning with your business teamsStakeholders should be your partners in building, testing, and iterating on metrics. Record how metrics like leads, users, and customers are defined, and use it to document how other North Star metrics, like ARR, are being tracked. Get the fillable template here. Tools & CodeWeave - Interactive Data Exploration ToolkitWeave is an interactive toolkit for ML and data app development. Start with a table of data and create beautiful and performant interactive dashboards, easily switching between code and UI along the way. Get started with Weave open source with just two lines of code. Changes to popular R packages for spatial dataThree popular R packages for handling spatial data won't be available after October. Whether you're a user or a developer, if you use these packages, your workflows will break. Here's what you need to know, including solutions and resources. ResourcesAn Introduction to 🏈 NFL Analytics with RThis new book by Brad Congelio shows how to do analytics with NFL data. It uses R but if you're not an R user, there's a section that covers what you need for this book. Covers NFL data access, data wrangling, NFL analytics, visualization and advanced modeling. Free to read online. PapersFinGPT: Open-Source Financial Large Language ModelsThis paper introduces FinGPT, an open-source large language model for the finance sector. FinGPT takes a data-centric approach to help researchers and practitioners develop FinLLMs that are much more practical than proprietary models like BloombergGPT. Was this email forwarded to you? Sign up here >> |
Key phrases
Older messages
Data Elixir - Issue 439
Monday, June 12, 2023
Data podcasts. What are embeddings? Road trip maps. Dependency management. The {marginaleffects} book. A first course in causal inference.
Data Elixir - Issue 438
Tuesday, May 30, 2023
State of GPT. Interview questions and answers. Hierarchical vs rectangular data. Intro to Vega-Lite.
Data Elixir - Issue 437
Tuesday, May 23, 2023
How db indexes work. ML vs climate change. Word salad. Guide to MLOps. Intro to data viz for the web.
Data Elixir - Issue 436
Tuesday, May 16, 2023
privateGPT. Julia 1.9 highlights. Built on probability. Tidy Finance. Python packaging.
Data Elixir - Issue 435
Tuesday, May 9, 2023
Demand forecasting. Cookbook for Self-Supervised Learning. Mojo, a hot new programming language. Causal inference for data analysis. Optical illusions in viz.
You Might Also Like
📧 Did you watch the free MMA chapters? (1+ hours of content)
Monday, April 29, 2024
Did you watch the free MMA chapters? Hey there! 👋 I wish you a fantastic start to the week. Last week, I launched Modular Monolith Architecture. More than 300+ students are already deep into the MMA
WP Weekly 191 - Essentials - Duplicate in Core, White Label Kadence, Studio for Mac
Monday, April 29, 2024
Read on Website WP Weekly 191 / Essentials It seems many essential features are being covered in-house, be it the upcoming duplicate posts/pages feature in the WordPress core or the launch of Studio
SRE Weekly Issue #422
Monday, April 29, 2024
View on sreweekly.com A message from our sponsor, FireHydrant: FireHydrant is now AI-powered for faster, smarter incidents! Power up your incidents with auto-generated real-time summaries,
Quick question
Sunday, April 28, 2024
I want to learn how I can better serve you
Kotlin Weekly #404 (NOT FOUND)
Sunday, April 28, 2024
ISSUE #404 28st of April 2024 Announcements Kotlin Multiplatform State of the Art Survey 2024 Help to shape and understand the Kotlin Multiplatform Ecosystem! It takes 4 minutes to fill this survey.
📲 Why Is It Called Bluetooth? — Check Out This AI Text to Song Generator
Sunday, April 28, 2024
Also: What to Know About Emulating Games on iPhone, and More! How-To Geek Logo April 28, 2024 📩 Get expert reviews, the hottest deals, how-to's, breaking news, and more delivered directly to your
Daily Coding Problem: Problem #1425 [Easy]
Sunday, April 28, 2024
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by Microsoft. Suppose an arithmetic expression is given as a binary tree. Each leaf is an
PD#571 Software Design Principles I Learned the Hard Way
Sunday, April 28, 2024
If there's two sources of truth, one is probably wrong. And yes, please repeat yourself.
When Procrastination is Productive & Ghost integrating with ActivityPub
Sunday, April 28, 2024
Automattic, Texts, and Beeper join forces to build world's best inbox, Reflect launches its iOS app, how to start small rituals, and a lot more in this week's issue of Creativerly. Creativerly
C#503 Building pipelines with System.Threading.Channels
Sunday, April 28, 2024
Concurrent programming challenges can be effectively addressed using channels