4 Ways You Can’t Use the ChatGPT Code Interpreter That Will Disrupt Your Analytics
I don’t think the Code Interpreter is as big a leap as people are hyping it up to be. Data professionals should beware of these problems. Can there be a … Read more
Month: July 2023
All Large Language Models (LLMs) You Should Know in 2023
Intuitive explanations of the most popular LLMs Published in · 5 min read · Just now Image by Freepik In my last article, we dived into the world of machine … Read more
Generating Synthetic Data with Python
A Comprehensive Guide to Creating Synthetic Data Published in · 14 min read · 1 hour ago Image by author We keep hearing time and again about the pivotal role … Read more
Amazon EMR Serverless adds API support for Application UIs
Amazon EMR Serverless is a serverless option that makes it simple for data analysts and engineers to run open-source big data analytics frameworks like Apache Spark and Apache Hive without … Read more
Double Machine Learning Simplified: Part 2 — Extensions & the CATE
Member-only story Learn how to utilize DML for estimating individual level treatment effects to enable data-driven targeting Published in · 9 min read · 1 hour ago This article is … Read more
Enhancing CSV File Query Performance in ChatGPT
with LangChain’s Self-Querying based on a customized CSV Loader Published in · 9 min read · Just now The advent of sophisticated language models, like ChatGPT, has brought a novel … Read more
Building an interactive ML dashboard in Panel
Published in · 6 min read · Jun 6 By Andrew Huang, Sophia Yang, Philipp Rudiger Demo of the image classification app. HoloViz Panel is a versatile Python library that … Read more
A Data Scientist’s Guide to Python Typing: Boosting Code Clarity
The importance of typing and how it can be carried in Python Published in · 5 min read · 4 hours ago Photo by Pankaj Patel on Unsplash By typing … Read more
4-bit Quantization with GPTQ
Quantize your own LLMs using AutoGPTQ Published in · 10 min read · 5 hours ago Image by author Recent advancements in weight quantization allow us to run massive large … Read more
How I Built A Cascading Data Pipeline Based on AWS
Automatic, scalable, and powerful Published in · 14 min read · 8 hours ago Today I’m going to share some experience of building a data engineering project that I always … Read more
R-Ladies Morelia, Mexico, hosts First Anniversary Event on July 31, 2023
[This article was first published on R Consortium, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on … Read more
One Weird Trick to Make Ggplot2 Columns the Same Width
[This article was first published on pacha.dev/blog, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
The replicate() function in R
As a programmer, you must have encountered situations where you need to repeat a task multiple times. Repetitive tasks are not only tedious but also prone to errors. What if … Read more
Linear model and Transformations
The linear model still remains a reference point towards advanced modeling of some datasets as foundation for Machine Learning, Data Science and Artificial Intelligence in spite of some of her … Read more
Quantum Entanglement
[This article was first published on Foundations, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
Practical Prompt Engineering
Tips and tricks for successful prompting with LLMs… Published in · 15 min read · Just now (Photo by Jan Kahánek on Unsplash) Due to their text-to-text format, large language … Read more
Reproducible data science with Nix, part 3 — frictionless {plumber} api deployments with Nix
This is the third post in a series of posts about Nix. Disclaimer: I’m a super beginner with Nix. So this series of blog posts is more akin to notes … Read more
Posit Package Manager for Linux R Binaries
[This article was first published on tshafer.com, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
The Necessity of a Gradient of Explainability in AI
Too much detail can be overwhelming, yet insufficient detail can be misleading. Published in · 4 min read · Just now Photo by No Revisions on Unsplash “Any sufficiently advanced … Read more
Log transforms, geometric means and estimating population totals by @ellis2013nz
Motivation I usually talk about statistical inference as having one of three purposes: estimating some finite and defined population parameter, like the mean income of mechanical apprentices in 1890s London … Read more
Mr. Mastodon Farm: analysing a mastodon ActivityPub outbox.json file
[This article was first published on Rstats – quantixed, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content … Read more
Using flexdashboard to create a GitHub Actions-powered YouTube feed
[This article was first published on %>% dreams, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on … Read more
Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression
A case study with step-by-step code implementation Published in · 25 min read · 12 hours ago Photo by Steven Coffey on Unsplash Differential equations serve as a powerful framework … Read more
Comprehensive Guide to Ranking Evaluation Metrics
Explore an abundant choice of metrics and find the best one for your problem Published in · 13 min read · 1 hour ago Ranking is a problem in machine … Read more
Integrate Distributed Ray Serve Deployment with Kafka
Learn how to simply combine Ray Serve Deployment with asynchronous Kafka Consumer Published in · 5 min read · Jul 16 Image is generated by Midjourney Ray is a modern … Read more
How Random Are Goals in Soccer?
Sports Analytics Understand goal events through frequentist statistics Published in · 7 min read · Just now Soccer Goal — Photo by Chaos Soccer Gear on Unsplash Football (or soccer … Read more
Carlos Alcaraz vs. The Big 3
A visual data comparison of how the rising tennis star measures up against Roger, Rafa, and Novak Published in · 6 min read · 4 hours ago Photo by Aleksandar … Read more
Grover’s algorithm with qsimulatR
[This article was first published on Foundations, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
Fourier-transform for time-series : plotting complex numbers
Plot the Fourier-transform algorithm to understand it Published in · 12 min read · Just now Most of the time, people have trouble handling the Fourier transform of a signal … Read more
To use or not to use Machine Learning
How to decide if using ML is a good idea, and how that is changing with GenAI Published in · 8 min read · 1 hour ago Photo by Ivan … Read more
7 Ways to Monitor Large Language Model Behavior
Recall-Oriented Understudy for Gisting Evaluation (ROUGE) is a set of metrics commonly used in natural language processing to evaluate automatic summarization tasks by comparing the generated text with one or … Read more
AWS Launch Wizard now available in Hyderabad and Dubai Regions
AWS Launch Wizard now supports deployment of SAP HANA and Microsoft SQL Server workloads in Asia Pacific (Hyderabad)and Middle East (UAE) Regions. We are also announcing support for additional languages … Read more
Optimizing Connections: Mathematical Optimization within Graphs
Disconnected graphs. Image created with Dall-E 2 by the author. Member-only story An introduction to graph theory and its applications Published in · 13 min read · Just now In … Read more
Hugging Face Diffusers can correctly load LoRA now
Using the Latest Diffusers Monkey Patching function to load LoRA produces exactly the same result compare with A1111 Published in · 5 min read · Just now Pull the latest … Read more
FitBot — A Fitness Chatbot Agent
How to Create a Chatbot Agent Leveraged by OpenAI Function Calling Published in · 13 min read · 1 hour ago Photo by Gary Butterfield on Unsplash In an era … Read more
Amazon CodeCatalyst supports deployments to Elastic Kubernetes Service
Today, Amazon Web Services announces support for deploying to Kubernetes clusters running on Elastic Kubernetes Service from an Amazon CodeCatalyst workflow. A workflow is an automated procedure that describes how … Read more
AWS Wickr offers federated data retention for internal and external conversations
AWS Wickr now offers Data Retention that extends to both internal and external communications in a Wickr network. A Wickr network administrator can configure and apply Data Retention to all … Read more
3 Practical Differences Between astype() and to_datetime() in Pandas
Data Science with Python The differences you need to know for effective data analytics Published in · 7 min read · Just now Photo by Alessandro D’Antonio on Unsplash Choose … Read more
Quantum programs
[This article was first published on Foundations, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
The intersect() function in R
Welcome to another exciting blog post where we delve into the world of R programming. Today, we’ll be discussing the intersect() function, a handy tool that helps us find the … Read more
SatRdays London 2023 – Recordings
The recordings from this year’s SatRdays London conference are here! Over the next couple of weeks, we will be releasing the recordings of some of the excellent talks from the … Read more
Quantum computing with qsimulatR
[This article was first published on Foundations, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? … Read more
A Memorable Experience: Attending the NYC-R Conference and Key Takeaways
[This article was first published on R Consortium, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on … Read more
AWS SimSpace Weaver now supports custom container images and new clock
We’re excited to announce the release of two new AWS SimSpace Weaver features. First, we’re launching support for custom container images. Before today, all SimSpace Weaver applications ran on standard … Read more
Always learning, always adapting: Unpacking Azure’s continuous cybersecurity evolution
In the first blog of our series on Azure Security, we discussed our approach to tackling cloud vulnerabilities. Our second blog highlighted our use of variant hunting to detect patterns and … Read more
Microsoft responsible AI practices: Lead the way in shaping development and impact
With the rapid expansion of AI services in every aspect of our lives, the issue of responsible AI is being hotly debated. Responsible AI ensures that these advancements are made … Read more
Using Plotly Express Sunburst Charts to Explore Geological Data
An Easy and Quick Way to Understand Your Geological Hierarchical Data with Python Published in · 5 min read · 7 hours ago Geological hierarchy represented on an interactive Plotly … Read more
3 Use-Cases for Gaussian Mixture Model (GMM)
Feature engineering, unsupervised classification, and anomaly detection with the versatility of the GMM algorithm Published in · 10 min read · 2 hours ago Gaussian Mixture Model (GMM) is a … Read more
From SQL to Julia: Data Science’s Other Programming Languages
Published in · 3 min read · Just now Python might be the bread-and-butter coding language for data scientists and ML practitioners, but the benefits of becoming a programming polyglot … Read more
Histogram Equalization: A Step-by-Step Guideline (06)
Histogram Equalization of Image in Detail Published in · 5 min read · Just now Original Image by Dan Fador from Pixabay (Top left image is the main image, and … Read more