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  • Calculators
    • Agile Task Estimation Calculator
    • Job Application Keyword Calculator
    • Meeting Cost Calculator
    • System Capacity Calculator
    • Workload Capacity Calculator
  • Third Party Tools
    • Can I use?
    • Diffchecker
    • Diagrams.net
    • Minify
    • Password Generator
    • Regex Generator
    • Technology Radar
    • Tomato Timer
    • Unminify
    • WC3 HTML Validator
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14 articles ANALYSIS
Two people selecting a colour palette

Eight ways to perform feature selection with scikit-learn

Analysis Python

Explore how to apply feature selection techniques using Python. This is an important step in finding the most predictive features for machine learning.

August 5, 2023 8 minute read
Decision tree plot

Understanding Explainable AI (XAI) for classification, regression and clustering with Python

Analysis Python JavaScript

We will explore the concepts of XAI in the context of classification, regression, and clustering models, and understand how these techniques can enhance the interpretability and trustworthiness of AI and ML systems.

July 8, 2023 25 minute read
Searching a crossword puzzle

Using PyPDF2 to score keywords in a job application

Analysis Python

Count essential and desirable keywords to score, sift and rank job applications. A model like this can bring a better quantitative assessment, whereas a human reviewer can bring a better qualitative assessment. Both are valuable.

June 28, 2023 5 minute read
Stock Charts during a live trading session

How to create animated charts with Python and Plotly

Analysis Python

Learn how to build animated bar, line and scatter charts alongside animated maps.

April 14, 2023 4 minute read
Monte carlo casino

How to build and visualise a Monte Carlo simulation with Python and Plotly

Analysis Python

Learn how to construct a Monte Carlo simulation with Python and plot the results using Plotly.

January 6, 2023 12 minute read
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