Neural Network Trading Bot

  1. Home
  2. Bitcoin-trading
  3. Neural Network Trading Bot

Tags: Bitcoin Trading

Build a Machine Learning Trading Bot from scratch

Last updated 2022-01-10 | 3.9

- Building a Neural Network trading bot
- What is a Trading Bot
- Building a Trading bot from scratch

What you'll learn

Building a Neural Network trading bot
What is a Trading Bot
Building a Trading bot from scratch
Market indicators (Moving average
stop loss
stoch)
Network communication using HTTP
What is an API
Reading the documentation and using an API
Mathematics for Market Trend analysis
Basics of Neural Networks
Using Neural Networks for Trading
Trade cryptocurrency on various crypto exchanges

* Requirements

* No prerequisites
* Basics of Math
* Finance
* Programming will be taught in the course
* Additional resources will be made available wherever possible

Description

  • Building a Neural Network trading bot
  • What is a Trading Bot
  • Building a Trading bot from scratch
  • Market indicators (Moving average, stop loss, stoch)
  • Network communication using HTTP
  • What is an API
  • Reading the documentation and using an API
  • Mathematics for Market Trend analysis
  • Basics of Neural Networks
  • Using Neural Networks for Trading
  • Trade cryptocurrency on various crypto exchanges

Course content

7 sections • 41 lectures

Introduction 3 lectures

What is a Trading Bot ? Preview 06:30

Use cases of a Trading Bot Preview 08:21

DISCLAIMER Preview 00:11

Network communication basics 6 lectures

Basics of HTTP requests Preview 07:27

What is an API Preview 08:01

Documentation of API Preview 11:12

Parameters in a request Preview 07:02

Installing Postman Preview 00:53

Using Postman for making Requests Preview 10:14

Building a Trading Bot 7 lectures

Program structure Preview 09:47

Initialising public and private keys Preview 11:29

Getting data from binance Preview 15:08

Signed request Preview 12:12

Basics of Logging Preview 06:06

Buying and Selling Orders Preview 08:22

Upscaling Candles Preview 14:12

Technical analysis of Stocks or Cryptocurrencies 3 lectures

Simple Moving Average Preview 07:35

Exponential Moving Average Preview 05:23

Moving Average Convergence Divergence (MACD) Preview 09:03

Building a Neural Network 10 lectures

The current problem Preview 02:35

What is Gekko Preview 03:06

Installing Gekko Preview 09:48

Strategy Boilerplate Preview 08:40

Functions in a strategy Preview 08:01

Initialize the Neural Network Preview 16:39

What are neurons Preview 04:14

What are weights Preview 08:38

What are Biases Preview 07:17

Activation functions Preview 06:06

Upgrading the Neural Network 9 lectures

Training function Preview 06:39

What is SGDTrainer Preview 00:23

Normalizing inputs Preview 10:15

Predicting the candles Preview 07:54

What are Long and Short orders Preview 00:52

Calculating Loss values Preview 24:02

Update candles Preview 12:31

Stop Loss indicator Preview 00:24

Configuration file Preview 00:07

What next? 3 lectures

Extending beyond Cryptocurrencies Preview 07:31

Using multi-nodal input network Preview 06:21

BONUS Lecture Preview 00:09