Top 23 Best Public Datasets for Practicing Machine Learning
Find out which public real-world datasets are best for practicing applied machine learning, deep learning and data science.
Guide to Reinforcement Learning with Python and TensorFlow
What happens when we introduce deep neural networks to Q-Learning? The new way to solve reinforcement learning problems – Deep Q-Learning!
Implementing Self-Organizing Maps with Python and TensorFlow
In this article, we explore concepts behind Self-Organizing Maps and implement them with Python and TensorFlow.
Top 9 Feature Engineering Techniques with Python
In this article, we explore the most popular Feature Engineering techniques with Python.
Understanding Gradient Descent with Python
In this article, we explore gradient descent – the grandfather of all optimization techniques and it’s variations. We implement them from scratch with Python.
Scraping Images with Python
In this article we explore how we can automatically download images from the web using BeutifulSoup, Selenium and Scrapy.
Create Deepfakes in 5 Minutes with First Order Model Method
Deepfakes have entered mainstream culture. These realistic looking fake videos, in which it seems that someone is doing and/or saying something even though they didn’t, went viral a couple of years ago. If fact, the term first appeared back in 2017. Today, even if you see a video of some celebrity or politician saying something in a video, you will take it with a grain of suspicion (or at least you should do so).
Test Driven Development (TDD) with Python
Bugs! Every application has it and no matter how careful you are you will create one sooner or later. Especially if you are working on large enterprise software. Now, I know a bunch of people have a "My code is clean and...
Machine Learning with ML.NET – Sentiment Analysis
In this article, we explore the Sentiment Analysis and implement them with ML.NET.
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