QWE AI Academy E-Waste GPUs Benchmarked: What This Means for Your Homelab
The viral esologic benchmark of 15 e-waste GPUs is trending. Here's how to read the results and pick the right cheap card for local AI without wasting money.
AI Data Analysis
Analyze data, create visualizations, and extract insights using AI-powered tools.
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ChatGPT & LLMs
jdate & Julian Dates: A Practical Guide for ML Pipelines
How to use jdate and Julian date formats in AI data pipelines - parsing satellite filenames, avoiding day-of-year traps, and doing it right in Python.
How to Use AI for Geospatial Data Visualization: Advanced Guide
Advanced workflows for AI-driven geospatial data visualization using Kepler.gl, ChatGPT, GeoPandas, and the GeoAI package - with real gotchas tested.
Best AI Tools for Time Series Data Forecasting (2026)
A working engineer's guide to the best AI tools for time series data forecasting - foundation models, classical libraries, and when each one actually wins.
How to Create Dashboards With AI Tools: 2 Methods Tested
Two real ways to create dashboards with AI tools - prompt-to-dashboard generators vs. code interpreters. Trade-offs, file limits, and a walkthrough.
How to Visualize Data with AI Automatically: A Real Guide
Skip the dashboard tools. Here's how to visualize data with AI automatically using ChatGPT - plus the chart types that actually stay interactive.
AI Tools for Energy Consumption Data Analysis: A Practical Guide
How to turn raw kWh exports into useful insights using AI tools for energy consumption data analysis - workflows, pitfalls, and when to skip AI entirely.
AI PDF Data Extraction Tools: A Practical Guide
AI PDF data extraction tools work - until tables and scans break them. Here's how to pick the right tool and prompt it so it doesn't hallucinate.
AI Tools for Log File Analysis: Skip the Generic Setup
Most teams pick AI log tools wrong. Compare the dump-and-pray approach vs. structured pipelines, with real configs, costs, and edge cases.
AI Tools for Sentiment Analysis of Reviews: What Actually Works
AI tools for sentiment analysis of reviews - when to use an LLM, when to use a dedicated API, and the aspect-based trick most tutorials skip.
How to Use Pandas with ChatGPT: A Hybrid Workflow Guide
Learn how to use Python pandas with ChatGPT through a hybrid workflow that avoids sandbox limits, hallucinations, and lost sessions.
AI for Inventory Data Management: Real Workflow Guide
A practical, hands-on guide to using AI for inventory data management - covering CSV uploads, forecasting models, and the gotchas no tutorial mentions.