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  • Free

AI in Trading

  • Course
  • 24 Lessons

πŸ’°Merge the power of AI with the intricacies of financial markets. Our AI Trading Course blends technology and strategy for unparalleled trading insights. πŸ“ˆπŸ“‰πŸ“ŠπŸ’‘
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Contents

Module 0: Get Started

0.1 Welcome to the course
  • 2 mins
  • 139 MB
0.2. Earned Recognition
  • 2 mins
  • 115 MB
0.3 How to Get Help
  • 2 mins
  • 134 MB
0.4 Course Overview
  • 7 mins
  • 232 MB

Module 1: Introduction to AI in Trading

1.1: State of the Art techniques and algorithms for trading bots.
  • 6 mins
  • 115 MB
1.2: How can a trading bot compare to a human broker? [Theory]
  • 9 mins
  • 227 MB
1.2.1: APIs [Theory and Practical]
  • 9 mins
  • 98 MB
1.2.2.1: Installations [Theory and Practical]
  • 5 mins
  • 102 MB
1.2.2.2: Installations [Theory and Practical]
  • 11 mins
  • 305 MB
1.3: Fundamentals of Trading Bots
  • 8 mins
  • 127 MB
1.4: Risk Management in AI Trading
  • 6 mins
  • 70.3 MB

Module 2: Building Your First Trading Bot

2.1.1: Data Acquisition via API. [Practical] (Part 1)
  • 13 mins
  • 166 MB
2.1.1: Data Acquisition via API. [Practical] (Part 2)
  • 7 mins
  • 62.5 MB
2.1.1: Data Acquisition via API. [Practical] (Part 3)
  • 10 mins
  • 116 MB
2.1.2: Plot the data using Plotly. [Practical] (Part 1)
  • 13 mins
  • 159 MB
2.1.2: Plot the data using Plotly. [Practical] (Part 2)
  • 9 mins
  • 152 MB
2.1.3: Get your own Alpaca Paper Money API key for simulated trading! [Practical]
  • 4 mins
  • 60.3 MB

3.2: Back testing

2.2: Let us code a basic DNN and train on custom data [Theory and Practical] (Part 1)
  • 15 mins
  • 133 MB
2.2: Let us code a basic DNN and train on custom data [Theory and Practical] (Part 2)
  • 12 mins
  • 132 MB
2.2: Let us code a basic DNN and train on custom data [Theory and Practical] (Part 3)
  • 19 mins
  • 242 MB

3.3: Predict the Model

2.3.1: Save the model and predict on hardcoded data. [Practical] (Part 1)
  • 18 mins
  • 267 MB
2.3.1: Save the model and predict on hardcoded data. [Practical] (Part 2)
  • 18 mins
  • 267 MB

Module 4: Where to from here?

AI in Trading Course
  • 8 mins
  • 967 MB
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