Amazon DocumentDB (with MongoDB compatibility) now supports an in-place major version upgrade (MVU) from Amazon DocumentDB versions 3.6 and 4.0 to version 5.0. Instead of backing up and restoring the … Read more
AI Ethics Toolkits are everywhere, but do we really understand them? Published in · 8 min read · 1 hour ago Photo by Todd Quackenbush on Unsplash — It’s time … Read more
Part 3 of a study on generative AI usage and testing Published in · 5 min read · Just now Photo by Randy Fath on Unsplash GPT-4 is bigger and … Read more
Can a language model invent unique fantasy character names? Let’s build it from scratch Published in · 11 min read · 2 hours ago Source: pixabay.com To truly grasp the … Read more
48-hour hackathon on Amazon Bedrock & SageMaker Published in · 10 min read · 3 hours ago Image by Israel Andrade (Unsplash) Large companies aren’t entirely sure what to do … Read more
Amazon SNS message data protection is a set of capabilities that leverage pattern matching, machine learning models, and content policies to help security and engineering teams facilitate real-time data protection … Read more
Published in · 6 min read · 1 day ago Photo by Mojahid Mottakin on Unsplash Can LLMs like ChatGPT accurately make translations better than humans? What options of LLMs … Read more
How do benchmarks birth breakthroughs? Published in · 13 min read · Just now You can’t improve what you don’t measure. — Peter Drucker The Olympic rings. Image created by … Read more
Published in · 11 min read · Aug 1
A step-by-step tutorial for data professionals Published in · 14 min read · 1 hour ago In my recent articles, I noted that a significant challenge for many companies today … Read more
Linear regression is a fundamental statistical technique used to model the relationship between a dependent variable and one or more independent variables. While fitting a linear model is relatively straightforward … Read more
Enhancing your data analysis performance with Python’s Numexpr and Pandas’ eval/query functions Published in · 10 min read · Just now Use Numexpr to help me find the most livable … Read more
How to implement an advanced neural network model in several different time series contexts Published in · 11 min read · 3 hours ago Photo by Andrew Svk on Unsplash … Read more
Integrate Triton Inference Server With Amazon SageMaker Published in · 7 min read · 4 hours ago Image from Unsplash In the past we’ve explored SageMaker Multi-Model Endpoints (MME) as … Read more
Dear rOpenSci friends, it’s time for our monthly news roundup! You can read this post on our blog. Now let’s dive into the activity at and around rOpenSci! rOpenSci HQ … Read more
Published in · 6 min read · Just now Photo by Simon Wilkes on Unsplash In a previous article: you have learned about rewriting decision trees using a Differentiable Programming … Read more
Now that we have all the components of the code ready let’s add them all up to a fully functional code. You can copy the code from here or you … Read more
Historically (i.e. less than 1 year ago), training large-scale language models (10b+ parameters) was an esoteric activity reserved for AI researchers. However, with all the AI and LLM excitement post-ChatGPT, … Read more
Doing cool things with Data! Published in · 9 min read · 1 day ago Photo by Dan Dimmock on Unsplash Recent advances in large language models (LLMs) like GPT-4 … Read more
Creating tools with LLMs requires multiple components, such as vector databases, chains, agents, document splitters, and many other new tools. However, one of the most crucial components is the LLM … Read more
And they had to create new tools to handle such large volume of protein structural models Published in · 7 min read · 6 hours ago One of the resources … Read more
You can now inject random Amazon EC2 Spot Instance interruptions into your Spot Fleets directly from the Amazon EC2 console. In 2022, we launched the ability for you to use … Read more
Image by the author. Visualizing geospatial population data across multiple scales using Python: global, country, and urban-level data Published in · 9 min read · 1 hour ago I have … Read more
Solving operations research (OR) problems with ChatGPT Published in · 10 min read · Just now Photo by Jakob Owens on Unsplash Ever since the emergence of ChatGPT, I’ve been … Read more
Published in · 3 min read · Just now New tools and packages come and go, but the basic grammar of data visualization remains incredibly resilient to trends: at the … Read more
Election polls play a crucial role in predicting the outcome of elections and shaping public opinion. However, it’s important to understand that the results of any single poll should be … Read more
PYTHON PROGRAMMING Is the Pdb debugger worth learning and using? Published in · 13 min read · Just now Debugging helps you learn from your failures. Photo by Brett Jordan … Read more
Each record represents a song having attributes such as artist, title, album, year, etc (You can find field descriptions in this link). CID is cluster ID and the records having … Read more
Source Separation AI, explained Published in · 9 min read · Just now Image by Author. What is Source Separation? In the field of signal processing, source separation describes the … Read more
A hands-on guide to implementing BigQuery Subscriptions in Pub/Sub for simple message and streaming ingestion Published in · 8 min read · 4 hours ago Google’s latest planet-scale data warehouse … Read more
(Photo by Erik Cats) Yet another Blood Bowl post! If you don’t know about Blood Bowl and/or FUMBBL, See my previous blog posts on Blood Bowl for more background and … Read more
[view raw Rmd] Summary: Prediction on large datasets can be time-consuming, but with enough computing power, this task can be parallelized easily. Some algorithms provide native multithreading like predict() function … Read more
How to control for false-discovery and selection biases when measuring your organization’s total impact Published in · 16 min read · Just now Photo by CHUTTERSNAP on Unsplash Data-driven organizations … Read more
How to Identify and Analyze Performance Issues in the Backward Pass with PyTorch Profiler, PyTorch Hooks, and TensorBoard Published in · 8 min read · 4 hours ago Photo by … Read more
Conducting the exploratory data analysis (EDA) using data visualization is recommended to help understand the data. Charts such as bar or pie charts are basic choices for plotting simple categorical … Read more
Today, AWS Identity and Access Management (IAM) Roles Anywhere released credential helper version 1.1.0 to include support for X.509 certificates and private keys that are stored in Public-Key Cryptography Standards … Read more
Stop wasting your time manually importing multiple files Published in · 6 min read · 1 hour ago Photo by ThisisEngineering RAEng on Unsplash In my data scientist job, I … Read more
nimbleHMC provides Hamiltonian Monte Carlo samplers for use with NIMBLE, in particular NUTS samplers. NIMBLE’s HMC samplers can be flexibly assigned to a subset of model parameters, allowing users to … Read more
As we’ve seen before, it’s a rather trivial task to anonymize the text since we have the beginning and end offsets of each of the entities within the text. However, … Read more
Last week, a stereotypical “French” ceremony opened the 10th Rugby World Cup in Stade de France, in the suburbs of Paris, France. As a small boy growing up in the … Read more
A working ant. Image created with Dall-E 2 by the author. Member-only story Solving optimization problems and enhancing results with ACO in Python Published in · 10 min read · … Read more
Data visualization is a powerful tool in a data scientist’s toolkit. It not only helps us understand our data but also presents it in a way that is easy to … Read more
Warning: I highly recommend you read this blog post first, which will explain how to run a pipeline inside Nix in detail. This blog post will assume that you’ve read … Read more
On the side of my full-time job as the CEO of a small machine-learning company, my hobby is creating beautiful data visualizations. I usually do that using Matplotlib, but I … Read more
Figure 4 above shows what the result could be. There, 12 data domains are presented with about 100 sub-domains. All the organization’s data can be mapped back to the types … Read more
Amazon QuickSight introduces a range of exciting enhancements to KPI visual, including templated KPI layouts, support for sparklines, improvements in conditional formatting, and a revamped format pane. The KPI visual … Read more
In this section, we will discuss descriptive analytics that use forecasts and historical sales (actuals) in the calculations. Let’s note that all forecasts and actuals are for volumes sold at … Read more
Do our definitions of “mistake” make sense when it comes to ML/AI? If not, why not? Published in · 11 min read · 1 day ago Photo by Kind and … Read more
An introduction to a basic prompt engineering strategy Published in · 5 min read · 3 hours ago Image by Alexandra_Koch from Pixabay Introduction Despite their seemingly supernatural capabilities, LLMs … Read more