atlas news
Data School
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 ï ï
15 septembre
17h40
Simulate the Monty Hall problem in Python s
Kevin Markham
Use Python to solve this classic probability puzzle that has stumped mathematicians and Nobel Prize winners
13 septembre
14h25
Find the perfect dataset for your Data Science project
Kevin Markham
Working on a project for your Data Science portfolio Here are excellent sources for unique, high quality datasets
27 juin
18h08
Make your own private GPT with Python ’
Kevin Markham
Learn how to use the power of GPT to interact with your private documents. All using Python, all private, all free
12 avril
13h29
Building a dataset of Python versions with regular expressions
Kevin Markham
Learn how to use pandas, requests, and regular expressions regex to create a dataset of every Python version and its release date
23 mars
17h59
Why I offer location-based pricing for my courses
Kevin Markham
I offer a discount on my courses up to to people in countries, to account for the differences in purchasing power across the globe.
15 mars
16h32
Working with Time Zones & Daylight Saving Time in pandas
Kevin Markham
Are you working with datetime data in pandas Learn how to become timezone aware so that your dataset cooperates with Daylight Saving Time
17 février
15h30
Fly through Jupyter with keyboard shortcuts s
Kevin Markham
Learn the most useful keyboard shortcuts for Jupyter Notebook or Lab including hidden gems ’ so that you can speed up your workflow
07 février
18h12
How to use Python’s f-strings with pandas
Kevin Markham
Learn how to use Python’s f strings for substitution and formatting, and then combine those features to solve a real world pandas problem
23 août
15h12
How to write a great Stack Overflow question
Kevin Markham
Need help with your code Learn my step by step process for asking great Stack Overflow questions that will get answered quickly