Constructing Hexagon Maps with H3 and Plotly: A Comprehensive Tutorial
Unlocking the Potential of Hexagon Maps for Data Analysis Published in · 7 min read · Just now Sam Balye in Unsplash Typically, when we want to visualize a variable … Read more
Month: October 2023
False Prophet: a Homemade Time Series Regression Model
Borrowing ideas from Meta’s Prophet to build a powerful time series regression model Published in · 16 min read · Just now Photo by Niklas Rhöse on Unsplash In this … Read more
CI/CD Pipelines for Data Processing Applications on Azure Part 1: Container Instances
Image generated with The AI Comic Factory: https://huggingface.co/spaces/jbilcke-hf/ai-comic-factory A Step-by Step Guide to Deploying Docker Containers with GitHub Actions 7 min read · 2 hours ago Introduction Manually creating and … Read more
Announcing provider-generated notifications for AWS Data Exchange
Today, AWS announces the general availability of provider-generated notifications for AWS Data Exchange. This launch allows AWS Data Exchange data providers to inform their subscribers about important events related to … Read more
A primer on statistical estimation and inference
The law of large numbers and sound statistical reasoning are the foundation for effective statistical inference in data science Published in · 17 min read · Just now Photo by … Read more
An Implementation of VGG
A beginner-friendly tutorial Published in · 9 min read · 1 hour ago In this post, we look at a VGG implementation and its training on STL10 [2, 3] dataset. … Read more
How Human Labor Enables Machine Learning
You almost certainly already know this one — LLMs require extraordinary quantities of text data to train. We often think about this in hundreds or thousands of gigabytes of data … Read more
Amazon S3 Object Lambda now integrates with Amazon Athena
Amazon S3 Object Lambda now integrates with Amazon Athena, allowing you to automatically modify S3 data as it is being queried. With S3 Object Lambda, you can add your own … Read more
Protect your web apps from modern threats with Microsoft Defender for Cloud
This blog was co-written with Loren Lachapelle, Dotan Patrich, and Assaf Berenson. In this era of AI-driven competition, enterprises of all sizes have prioritized the value of migrating their app … Read more
What’s new in Data & AI: Prioritize AI safety to scale with confidence
A few months ago, I had the opportunity to speak to some of our partners about what we’re bringing to market with Azure AI. It was a fast-paced hour and … Read more
Is Generative AI Worth Its Environmental Footprint?
Generative AI might have a noticeable environmental footprint, and this story discusses what we may stand to gain in return. Published in · 8 min read · Just now Photo … Read more
Multinomial Distribution in R
The multinomial distribution is a probability distribution that describes the probability of obtaining a specific number of counts for k different outcomes, when each outcome has a fixed probability of … Read more
Introduction to MLOps Principles
A beginner-friendly introduction to MLOps Published in · 9 min read · Just now Photo by Silvestri Matteo on Unsplash If you’re looking to elevate your MLOps projects to the … Read more
From Biological Learning to Artificial Neural Network: What’s Next?
Can artificial intelligence help us understand how the brain works? Published in · 10 min read · 4 days ago Back in the beginning of the 21st century, when I … Read more
Introducing Azure Bastion Developer: Secure and cost-effective access to your Azure Virtual Machines
Microsoft Azure is constantly evolving to meet the needs of its growing user base. In response to the feedback and requirements of developers, we have announced a new SKU for … Read more
Knowledge Graph Transformers: Architecting Dynamic Reasoning for Evolving Knowledge
Published in · 7 min read · 1 day ago Knowledge graphs, which represent facts as interconnected entities, have emerged as a pivotal technique for enhancing AI systems with the … Read more
Project Flash update: Advancing Azure Virtual Machine availability monitoring
Flash, as the project is internally known, derives its name from our steadfast commitment to building a robust, reliable, and rapid mechanism for customers to monitor virtual machine (VM) health. … Read more
Topic Modelling in production
In the previous article, we discussed how to do Topic Modelling using ChatGPT and got excellent results. The task was to look at customer reviews for hotel chains and define … Read more
The Comprehensive Guide to Moving Averages in Time Series Analysis
Member-only story Exploring the Nuances of Simple Moving Averages and Exponentially Weighted Moving Averages Published in · 9 min read · 2 hours ago Moving averages are a fundamental tool … Read more
A comprehensive guide of Distributed Data Parallel (DDP)
A comprehensive guide on how to speed up the training of your models with Distributed Data Parallel (DDP) Published in · 12 min read · 6 hours ago Image by … Read more
Building Analytically Mature Organizations (AMO)
A few simple frameworks to pinpoint what the analytical needs of your organization are and how to make it more data-driven Published in · 13 min read · Just now … Read more
The Rise of Two-Tower Models in Recommender Systems
A deep-dive into the latest technology used to debias ranking models Published in · 7 min read · Just now Photo by Evgeny Smirnov Recommender systems are among the most … Read more
Data is the Foundation of Language Models
How high-quality data impacts every aspect of the LLM training pipeline… Published in · 16 min read · 1 hour ago (Photo by Joshua Sortino on Unsplash) Large Language Models … Read more
Transfer Learning For Beginner
A practical guide to transfer learning in image classification Published in · 7 min read · 2 hours ago In this post, we will look at the concept of transfer … Read more
Pipeline Dreams: Automating ML Training on AWS
Published in · 11 min read · 3 days ago Photo by Arnold Francisca on Unsplash In the world of machine learning, automated training pipelines streamline the journey from data … Read more
I landed my first Data job, what’s next?
How to succeed in your first data role Published in · 4 min read · 5 hours ago Photo by Jon Tyson on Unsplash You diligently attend bootcamps, take courses … Read more
Exploratory Data Analysis: What Do We Know About YouTube Channels
Getting statistical insights using Pandas and the YouTube Data API Published in · 19 min read · Just now Photo by Glenn Carstens-Peters, Unsplash Nowadays, there are more than 2.7 … Read more
Beta Distributions: A Cornerstone of Bayesian Calibration
Exploring the Versatility of Beta Distributions in Bayesian Inference Published in · 9 min read · 1 hour ago Photo by Google DeepMind on Unsplash Hi there! Distributions may not … Read more
Constrained Optimization and the KKT Conditions
Optimization is ubiquitous in the realms of computer science, physics, mathematics, and economics. It stands as an essential tool for AI and machine learning (ML) professionals, applicative in diverse domains … Read more
Is it Time to Start Talking About Prompt Architecture in LLMs?
From prompt engineering to prompt architecture Published in · 7 min read · 4 hours ago Image by the author. (AI generated) Summarize. It started with a single word.Not happy … Read more
Taking dependencies is actually good
[This article was first published on Code R, 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 IoT ExpressLink announces Technical Specification v1.2 with BLE connectivity
Today, AWS IoT ExpressLink, a connectivity software that powers a range of hardware modules developed and offered by AWS Partners, announces the release of Technical Specification v1.2. The updated specification provides … Read more
5 Steps to Build Beautiful Line Charts with Python
How to use the full capabilities of Matplotlib to tell a more compelling story Published in · 7 min read · 1 hour ago GDP Evolution over time of the … Read more
Amazon Security Lake is now available in four additional Regions
Starting today, Amazon Security Lake is available in AWS Regions Canada (Central), Europe (Paris), Europe (Stockholm), and Asia Pacific (Osaka). You can now automatically centralize your security data from AWS … Read more
Amazon SNS now supports in-place message archiving and replay for FIFO topics
Amazon Simple Notification Service (Amazon SNS) First-In-First-Out (FIFO) topics now support a no-code, in-place option to store and replay your messages, without the need to provision a separate archival resource. … Read more
Super Charge Your ML Systems In 4 Simple Steps
Published in · 8 min read · Just now Welcome to the rollercoaster of ML optimization! This post will take you through my process for optimizing any ML system for … Read more
Python Callables: The Basics and the Secrets
PYTHON PROGRAMMING Learn how powerful Python callables can be. Published in · 10 min read · Just now In Python, there are many callables to choose from. Photo by Pavan … Read more
Don’t Apply to Tech Without Mastering These 6 Must-Have Data Science Skills — A Spotify Data…
Into The Wizarding World of Tech A glimpse into the wizarding world of Tech & what you need to make your way in and succeed as a Data Wizard-ist Published … Read more
Quantisation and co. Reducing inference times on LLMs by 80%
Published in · 12 min read · 4 hours ago Source: https://www.pexels.com/photo/cropland-in-autumn-18684338/ Quantisation is a technique used for a range of different algorithms but has gained prevalence with the fairly … Read more
Decision Science Meets Design
A Dive into Solving Generative Design Problems Through Deep Reinforcement Learning Published in · 9 min read · 6 hours ago Photo by Igor Omilaev on Unsplash The design process … Read more
Well Log Measurement Prediction Using Neural Networks with Keras
An example of predicting bulk density (RHOB) with Keras and illustrating impacts of normalisation on prediction results Published in · 11 min read · 16 hours ago Image representing neural … Read more
Outlier Detection with Scikit-Learn and Matplotlib: a Practical Guide
Learn how visualizations, algorithms, and statistics help you to identify anomalies for your machine learning tasks. Published in · 10 min read · 1 hour ago What do balloons have … Read more
Managing Multiple CUDA Versions on a Single Machine: A Comprehensive Guide
Installing multiple versions of the CUDA Toolkit on your system can cause several effects and consequences, some of which may impact your system: It may lead to conflicts in the … Read more
Why Probabilistic Linkage is More Accurate than Fuzzy Matching or Term Frequency based approaches
How effectively do different approaches to record linkage use information in the records to make predictions? Published in · 4 min read · Just now Wringing information out of data. … Read more
Which Data Format to Use For Your Big Data Project?
Pickle, Parquet, CSV, Feather, HDF5, ORC, JSON: which one should you be using and why? Published in · 6 min read · 1 hour ago Image by Maarten van den … Read more
Read with Me: A Causality Book Club
Photo by Humberto Arellano on Unsplash Member-only story Starting from a cat story… Published in · 8 min read · 2 hours ago I have three cats. I love all … Read more
How to Create a Time Series Network Graph Visualization in Python
Use Plotly and NetworkX to show how a network evolves over time Published in · 9 min read · 3 hours ago Visualizing changes in connections to a selected physician … Read more
AWS User Notifications is now available in Israel (Tel Aviv) Region
AWS User Notifications is now available in Israel (Tel Aviv) AWS Region. User Notifications enables you to view notifications across accounts, regions, and services in a Console Notifications Center, and … Read more
Strategic Data Analysis (Part 3): Diagnostic Questions
Deep dive into the approach for answering “why” questions Published in · 14 min read · Just now This is part of a series on Strategic Data Analysis. Strategic Data … Read more
Proximity Analysis to Find the Nearest Bar Using Python
A few words about spatial data processing Published in · 10 min read · 1 hour ago Preview image (by author) Disclaimer: in this article we will demonstrate all approaches … Read more