BTC trading bot #3
In this tutorial, we will continue developing a Bitcoin trading bot, but this time instead of doing trades randomly, we'll use the power of reinforcement learning.
BTC trading bot #2
In this part, we are going to extend the code written in my previous tutorial to render a visualization of RL Bitcoin trading bot using Matplotlib and Python
BTC trading bot #1
In this tutorial, we will write a step-by-step foundation for our custom Bitcoin trading environment where we could do further development, tests and experiments.
BipedalWalker-v3 PPO
In this tutorial we'll solve BipedalWalker-v3 environment, that is a very hard environment in the Gym. Our agent should run very fast, should not trip himself off, should use as little energy as possible...
Lunarlander-v2 PPO
In this step-by-step reinforcement learning tutorial with gym and TensorFlow 2. I’ll show you how to implement a PPO for teaching an AI agent how to land a rocket (Lunarlander-v2).
Everything about YOLO
In these tutorials, I’m going to explain to you an easy way to train YOLOv3 and YOLOv4 on TensorFlow 2. Will give you examples with Google Colab, Rpi3, TensorRT and more...
Reinforcement Learning
This is Reinforcement Learning tutorial series where we'll learn everything from DQN basics up to PPO agens and how to use them to lean playing games.
YOLOv3 explained
In this tutorials I will explain you what is YOLOv3 object detection, how it works behind the math and how you can make your own custom detector.
Deep neural networks
In this tutorial series I will step you through a deep learning TensorFlow and Keras framework that will allow you to build neural networks more easily.
Deep neural networks
In last tutorial series we wrote 2 layers neural networks model, now it's time to build deep neural network, where we could have whatever count of layers we want.
Neural network (2 layers)
It's time to build neural network, with one hidden layer. You will see that there is no big difference between this model and logistic regression.
Logistic regression tutorial
In this tutorial, we will start analysing how we can predict correct cat or dog in a given picture using logistic regression as neural network.
OpenCV image stiching tutorials
In this tutorials you will learn how to make panorama and image stitching using Python and OpenCV. I'll demonstrate step by step how image stitching can be performed.
Selenium with Python
In this short tutorial I will show you how to use Selenium with Python if you want to automate human work on your browser. I will introduce you with Selenium basics.
Tensorflow CAPTCHA solver tutorial
In this tutorial we will learn how to do step by step custom object detection from images, used technique we will use to solve simple CAPTCHA images.
Tensorflow CS:GO aim bot
In this tutorial we will learn how to create our real time TensorFlow custom object detection by using it like an aim bot on CS:GO shooter game.
Python basics
In this tutorial series I will introduce you with python programming language basics (features, benefits, possibilities and more).