Machine Learning

Image by Editor   # Introduction  Dask is a set of packages that leverage parallel computing capabilities — extremely useful when handling large datasets or building efficient, data-intensive applications such as advanced analytics and machine learning systems. Among its most prominent advantages is Dask’s seamless integration with existing Python frameworks, including support for processing large datasets …

Processing Large Datasets with Dask and Scikit-learn Read More »

n8n workflows in production, you know the stress of hearing that a process failed and needing to dig through logs to find the root cause. User: Samir, your automation does not work anymore, I did not receive my notification! The first step is to open your n8n interface and review the last executions to identify …

Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP Read More »

Sponsored Content      In today’s data-driven world, organizations across every industry depend on skilled professionals who can turn complex data into meaningful insights. Bay Path University’s online Master’s in Applied Data Science program empowers you to do just that – transform raw data into real, measurable impact. Designed for working professionals, this program goes …

Transform Raw Data Into Real Impact Read More »

, sooner or later, you’re going to hit a block when it comes to your code execution speed. If you’ve ever written a computationally heavy algorithm in Python, such as string distance, matrix math, or cryptographic hashing, you’ll know what I mean. Sure, there are times when external libraries like NumPy can come to your …

Make Python Up to 150× Faster with C Read More »

Image by Author   # Introduction  If you’ve spent any time building modern web and mobile applications, you know the truth: the real work often starts long after the initial idea hits. Before you can write a single line of business logic, you’re wrestling with configuration. You need a functioning IDE, a local environment with the …

Building Full Stack Apps with Firebase Studio Read More »

Show code library(tibble) library(ggplot2) library(dplyr) library(tidyr) library(latex2exp) library(scales) library(knitr) Over the past few years working in marketing measurement, I’ve noticed that power analysis is one of the most poorly understood testing and measurement topics. Sometimes it’s misunderstood and sometimes it’s not applied whatsoever despite its foundational role in test design. This article and the series …

Power Analysis in Marketing: A Hands-On Introduction Read More »

Sponsored Content      So let me tell you about ChatLLM. I’ve been exploring this AI platform from Abacus.AI, and it’s honestly one of those tools that makes you wonder why you’ve been juggling five different AI subscriptions when you could just use one.   What Even Is ChatLLM?   Here’s the deal: ChatLLM is …

ChatLLM. An Honest Review of Our All-in-One AI Platform Read More »

Never miss a new edition of The Variable, our weekly newsletter featuring a top-notch selection of editors’ picks, deep dives, community news, and more. When we encounter a new technology — say, LLM applications — some of us tend to jump right in, sleeves rolled up, impatient to start tinkering. Others prefer a more cautious approach: reading …

TDS Newsletter: The Theory and Practice of Using AI Effectively Read More »

Sponsored Content      Training and maintaining AI models require a steady flow of high-quality, up-to-date data, especially from dynamic sources like search engines. Manually scraping Google, Bing, YouTube, or other search engine results pages involves challenges such as CAPTCHA, rate limits, and changing HTML structures. For developers and data scientists building AI systems, these …

Automating Web Search Data Collection for AI Models with SerpApi Read More »

running a series where I build mini projects. I’ve built a Personal Habit and Weather Analysis project. But I haven’t really gotten the chance to explore the full power and capability of NumPy. I want to try to understand why NumPy is so useful in data analysis. To wrap up this series, I’m going to …

NumPy for Absolute Beginners: A Project-Based Approach to Data Analysis Read More »