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Data School
22  septembre     16h24
What is AI versus Machine Learning ?
Kevin Markham    AI is a field that creates intelligent systems, and Machine Learning is the dominant approach for achieving that intelligence by learning patterns from data.
19  septembre     16h56
Book preview: Master Machine Learning with scikit-learn
Kevin Markham    This is a practical guide to help you transform from Machine Learning novice to skilled ML practitioner. Download the first 3 chapters for free
28  mai     14h13
AI progress in 2025
Kevin Markham    Thoughts on the current state of AI progress and the most important developments in 2025
17  mars     13h49
How to calculate scoring streaks with pandas
Kevin Markham    Learn how to identify & analyze consecutive events in your data using advanced DataFrame methods
03  février     17h03
Should you still learn to code in 2025?
Kevin Markham    Is coding dead in the age of AI? Not at all Here are 16 reasons why coding is a must-have skill for 2025 and beyond.
30  janvier     18h04
How to keep up with AI in 2025
Kevin Markham    These 7 AI experts will guide you through the most important developments in Artificial Intelligence.
26  janvier     14h54
Stop overthinking your AI prompts
Kevin Markham    Writing effective prompts for ChatGPT doesn’t have to be complicated Learn six simple tips for getting better results from any AI model.
11  janvier     00h38
Use premium AI models for pennies
Kevin Markham    Learn how to access ChatGPT, Claude, and more for pennies per conversation rather than paying for expensive subscriptions
28  décembre     12h36
Upgrade your terminal app s
Kevin Markham    Tired of wrestling with your terminal? Try Warp, a modern & intelligent app that is packed with power user features and easily customizable.
25  avril     14h51
How to prevent data leakage in pandas scikit-learn
Kevin Markham    What is data leakage, why is it problematic, and how can you prevent it when working on a supervised Machine Learning problem in Python?
10  avril     15h12
Should you discretize continuous features for Machine Learning?
Kevin Markham    Learn how to discretize or bin your continuous features using Python’s scikit-learn, and find out why I usually don’t recommend doing so.
18  mars     18h58
Jupyter IPython terminology explained
Kevin Markham    Are you trying to understand the differences between Jupyter Notebook, JupyterLab, IPython, Colab, and related terms? You’re in the right place
06  mars     17h58
Get started with conda environments
Kevin Markham    Discover the benefits of virtual environments and learn the six conda commands you need to know to get started
07  janvier     16h57
What are conda, Anaconda, and Miniconda?
Kevin Markham    What is the Anaconda distribution and why do people use it? How is it related to conda & Miniconda? As a Data Scientist, which should I use?
29  septembre     17h29
Solve a medical mystery with a confusion matrix
Kevin Markham    You’ve been tested for a disease and it came back positive. What’s the probability that you actually have the disease? Let’s find out