Part 4: We will check out the admin functionality of Django and cover its benefits — Welcome to Part 4 of the web development with Python and Django tutorial series. In this tutorial, we will check out the admin functionality of Django and cover its benefits. In the previous tutorial, we saw that we could create records in a database by using the Django shell…

Part 3: An introduction to the concept of Models. This is where the majority of the value of Django comes from — Welcome to Part 3 of the web development with Python and Django tutorial series. This part will cover a model, its declaration, and some main field types. It also briefly shows a few main ways to access model data. Django’s web applications access and process data through Python objects…

Part 2: How you can create a “skeleton” website, which you can then populate with site-specific settings models, paths, views, and templates. — Welcome to the second tutorial part, where we’ll create our first Django app. In our first tutorial, we learned how to prepare our Django project backbone for development. Django is meant to be highly modular. …

A basic understanding of what Django is, why people use it, how it’s different from other frameworks, and how to run your first basic page — Welcome to ‘Python Website Development with Django’s Basic’ tutorial series. In this series, we’ll take a look at everything you need, and I’ll be able to take a look at getting started and getting to know the Django web framework. To make things easier I will create a Pylessons.com-like…

Bitcoin Trading Bot Part 7: Integration of more technical indicators, implementing normalization techniques, and testing everything. — In this tutorial, we will continue developing a Bitcoin trading bot. We’ll integrate more technical indicators into our code, we try a newly proposed normalization technique, and of course, I’ll slightly modify the whole code that it could be much easier to test our trained models.

Bitcoin Trading Bot Part 6: A guide to using cryptocurrency OHCL data to train RL Bitcoin trading agent to beat the market. — This tutorial will guide you through the simplest way to download historical cryptocurrency OHCL market data via exchange APIs. We’ll use this data to train our Reinforcement Learning Bitcoin trading agent that could finally beat the market! Algorithmic trading is a popular way to address the rapidly changing and…

Bitcoin Trading Bot Part 5: A tutorial on integrating technical indicators into our trading bot to make it learn better trading decisions. — This tutorial will integrate a few most popular technical indicators into our Bitcoin trading bot to learn even better decisions while making automated trades in the market. In my previous tutorials, we already created a python custom Environment to trade Bitcoin; we wrote a Reinforcement Learning agent to do…

Part 4: A guide to improving deep RL Bitcoin trading agent code to make more money with a better reward strategy. — Let’s improve our deep RL Bitcoin trading agent code to make even more money with a better reward strategy and test different model structures. In the previous tutorial, we used deep reinforcement learning to create a Bitcoin trading agent that could beat the market. Although our agent was profitable…

Bitcoin Trading Bot Part 3: A tutorial for developing a Bitcoin trading bot using reinforcement learning. — In this tutorial, we will continue developing a Bitcoin trading bot, but this time instead of making trades randomly, we’ll use the power of reinforcement learning. The purpose of the previous and this tutorial is to experiment with state-of-the-art deep reinforcement learning technologies to see if we can create…