Top 3 Reasons Why I Sold My M1 Macbook Pro as a Data Scientist
Apple M1 Chip will get you 90% there in early 2021. Is 90% enough? As it turns out - NO - and …
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Master Machine Learning: K Nearest Neighbors From Scratch With Python
Do you know how k-Nearest Neighbors works? This article shows you all the math and code you …
Master Machine Learning: Logistic Regression From Scratch With Python
Do you know how logistic regression works? This article shows you all the math and code you …
Master Machine Learning: Multiple Linear Regression From Scratch With Python
Do you know how linear regression works? This article shows you all the math and code you need …
Master Machine Learning: Simple Linear Regression From Scratch With Python
Do you know how linear regression works? This article shows you all the math and code you need …
How to Make Stunning Radar Charts with Python — Implemented in Matplotlib and Plotly
Learn to easily visualize data beyond the 2nd dimension with Radar Charts — implemented in both …
Concurrency in Python: How to Speed Up Your Code With Threads
Yes, Python is slow by default, but there’s a workaround. Read our hands-on guide on …
Are The New M1 Macbooks Any Good for Deep Learning? Let’s Find Out
M1 Macbook Pro vs. Google Colab for basic deep learning tasks - MNIST, Fashion-MNIST, and …
Are The New M1 Macbooks Any Good for Data Science? Let’s Find Out
Macbook M1 for Data Science? Comparison with Intel Macbook Pro in Python, Numpy, Pandas, and …
3 Ways to Tune Hyperparameters of Machine Learning Models with Python
Do you know how to tune hyperparameters of machine learning models? This article shows you 3 …
How to Create PDF Reports with Python — The Essential Guide
Yes, you can use Python to create PDF reports, and it’s easier than you think! Learn how …
Python Parallelism: Essential Guide to Speeding up Your Python Code in Minutes
Python is slow by default - but only because it uses a single CPU core. Here’s how you …
3 Essential Ways to Calculate Feature Importance in Python
There are numerous ways to calculate feature importance in Python. We find these three the …
How to Make Synthetic Datasets with Python: A Complete Guide for Machine Learning
No dataset? Not a problem - create one yourself with Python. This guide teaches you how to …
Precision-Recall Curves: How to Easily Evaluate Machine Learning Models in No Time
Evaluating machine learning models can be easy - if you know how to read Precision-Recall …
LIME: How to Interpret Machine Learning Models With Python
Machine learning models don’t have to be black boxes. Read to learn about LIME - a go-to …
Here’s Why You Should Learn Docker as a Data Scientist
Docker is a must-learn technology for Data Scientists - Here’s how to build your first …
How to Detect License Plates with Python and YOLO
Stop using traditional computer vision models - Use YOLO instead. Here’s how to detect …
Python Dictionaries: Everything You Need to Know
Learn everything about Python dictionaries in 10 minutes or less with this complete guide for …
Object Oriented Programming With Python — Everything You Need to Know
Master the concepts of Object Oriented Programming (OOP) with Python - A complete beginner …
How to Calculate Feature Importance with SQL — The Essential Guide
Yes, SQL can calculate feature importance for machine learning models - Learn how in 10 minutes …