Udemy – AI Algorithmic Trading: Buy/Sell Signal [Python] 2023-8

AI Algorithmic Trading: Buy/Sell Signal [Python], AI based trading bots are on the rise and their share of the market has been growing rapidly. Not only big trading quant financial institutions such as MLQ AI, Kavout, QuantAI, Precision Alpha, etc are using artificial intelligence for trading but also retail traders have been using this powerful tool to find the edge to the market. This makes having machine learning in your algorithmic trading bot a must. The backbone of any trading setup is buy and sell signal generation, and this comes from having a reliable and correct price prediction. That is where machine learning and artificial intelligence can shine. In this course, different asset classes’ market data are downloaded, and different types of machine learning algorithms are applied to those types of data. Those algorithms are the ones widely used in the data science and trading. They include probability based, deep learning, artificial neural networks, decision trees, etc. Then, we use those algorithms to predict price and generate signals. Every step in this course has coding sections with python. First, the intuition is explained then we develop some code to implement that idea using machine learning packages.
The very first step in any machine learning project is having access to data. Different market data providers have different ways to capture data.

What you’ll learn

• Create buy/sell signal using machine learning in your trading bot
• Price prediction using Artificial Intelligence for algorithmic trading
• Using ML Python packages (TensorFlow, PyMC, Scikit Learn, SciPy, …)
• Different types of Machine Learning models
• Deep Learning and Artificial Neural Network
• Probability based models (Bayesian) and Decision Tree based (Random Forest)
• Different market data sources (OHLC), MetaTrader5, AlphaVantage
• Using Pandas, Numpy, Jupyter-Notebook, Seaborn, Matplotlib, etc
• Model Ensemble (Bagging and Boosting)
• Feature extraction and target design for price prediction
• Inuition behind every Machine Learning model without too much maths
• Recurrent Nueral Network and LSTM

Who this course is for

• Traditional Algorithmic Trader Who Wants enjoy Artificial Intelligence Benefits
• A Python Programmer Who Would Like Use Machine Learning For Trading

Specificatoin of AI Algorithmic Trading: Buy/Sell Signal [Python]

• Publisher : Udemy
• Teacher : Ali Abdoli
• Language : English
• Level : All Levels
• Number of Course : 80
• Duration : 10 hours and 32 minutes

Content on 2024-6

Requirements

• Basic Python Programming
• Desktop Computer
• Basic High School Math Skills

Pictures

Sample Clip

Installation Guide

Extract the files and watch with your favorite player

Subtitle : Not Available

Quality: 720p

Download Links

Download Part 1 – 1 GB

Download Part 2 – 1 GB

Download Part 3 – 1 GB

Download Part 4 – 61 MB

File size

3.05 GB