Algorithmic Trading A-Z with Python, Machine Learning & AWS

Algorithmic Trading A-Z with Python, Machine Learning & AWS
2025-02-03
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

Build your own truly Data-driven Day Trading Bot | Learn how to create, test, implement & automate unique Strategies.

What you’ll learn
Build automated Trading Bots with Python and Amazon Web Services (AWS)
Create powerful and unique Trading Strategies based on Technical Indicators and Machine Learning / Deep Learning.
Rigorous Testing of Strategies: Backtesting, Forward Testing and live Testing with paper money.
Fully automate and schedule your Trades on a virtual Server in the AWS Cloud.
Truly Data-driven Trading and Investing.
Python Coding and Object Oriented Programming (OOP) in a way that everybody understands it.
Coding with Numpy, Pandas, Matplotlib, scikit-learn, Keras and Tensorflow.
Day Trading with Brokers OANDA, Interactive Brokers (IBKR) and FXCM.
Stream high-frequency real-time Data.
Understand, analyze, control and limit Trading Costs.
Use powerful Broker APIs and connect with Python.

Requirements
No prior Python knowledge required. This course provides a Python Crash Course.
No prior Finance/Trading knowledge required. This course explains the Basics.
A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. The course will walk you through installing the necessary free software.
An internet connection capable of streaming HD videos.
Some high school level math skills would be great (not mandatory, but it helps)

Description
Who this course is for:
(Day) Traders and Investors who want to professionalize and automate their Business., (Day) Traders and Investors tired of relying on simple strategies, chance and hope., Finance & Investment Professionals who want to step into Data-driven and AI-driven Finance., Data Scientists and Machine Learning Professionals.

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