atlas news
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