QuantConnect Boot Camp in Python

QuantConnect Boot Camp in Python

QuantConnect Boot Camp in Python

Learn how to design your own algorithms in python for quantitative trading

Language: english

Note: 4.8/5 (190 notes) 12,033 students

Instructor(s): QuantConnect Team

Last update: 2020-06-03

What you’ll learn

  • Working with financial and alternative data
  • Implementing trading strategies
  • QuantConnect’s API
  • Robust algorithm design

 

Requirements

  • A good working knowledge of python is required.

 

QuantConnect Boot Camp in Python

Natural Language Processing [Coursera]

Description

In QuantConnect’s Boot Camp tutorial series you’ll learn the tools for quantitative trading. You’ll build skills in finance, statistics, and software development while learning about QuantConnect’s API with code-along tasks. After this course, you’ll be able to implement your own trading strategies in python and have a foundation in robust algorithm design.

We’ll start out with the fundamentals for individual algorithm creation and move on to building an institutional-grade system using the Algorithm Framework. You’ll be able to use its architecture to deploy your own flexible investment strategies.

In each lesson, we’ll code together on QuantConnect’s integrated development environment to create algorithms that you can backtest and use. You’ll manage your portfolio, use indicators in technical trading strategies, trade on universes of assets, automate trades based on market behavior, and understand how data moves in and out of your algorithm.

QuantConnect is one of the largest quantitative trading communities in the world. Part of what makes it so special is the diverse backgrounds in the community. We’re so excited to make these skills accessible to you so you can implement your own unique ideas. Hope to see you in the first lesson!

 

Who this course is for

  • Python developers who want to build trading algorithms.

 

Course content

  • Introduction
    • Welcome to Boot Camp
  • Buy and Hold / Equities
    • Buy and Hold / Equities
    • Buy and Hold / Equities Quiz
  • Buy and Hold / Forex
    • Buy and Hold / Forex
    • Buy and Hold / Forex Quiz
  • Buy and Hold with a Trailing Stop
    • Buy and Hold with a Trailing Stop
    • Buy and Hold with a Trailing Stop Quiz
  • Momentum-Based Tactical Allocation
    • Momentum-Based Tactical Allocation
    • Momentum-Based Tactical Allocation Quiz
  • Opening Range Breakout
    • Opening Range Breakout
    • Opening Range Breakout Quiz
  • Fading the Gap
    • Fading the Gap
    • Fading the Gap Quiz
  • Liquid Universe Selection
    • Liquid Universe Selection
    • Liquid Universe Selection Quiz
  • 200-50 EMA Momentum Universe
    • 200-50 EMA Momentum Universe
    • 200-50 EMA Momentum Universe Quiz
  • The Algorithm Framework
    • The Algorithm Framework
    • The Algorithm Framework Quiz
  • Pairs Trading with SMA
    • Pairs Trading with SMA
    • Pairs Trading with SMA Quiz
  • Liquid Value Stocks
    • Liquid Value Stocks
    • Liquid Value Stocks Quiz
  • Tiingo Sentiment Analysis on Stocks
    • Tiingo Sentiment Analysis on Stocks
    • Tiingo Sentiment Analysis on Stocks Quiz
  • Buy and Hold / Futures
    • Buy and Hold / Futures
    • Buy and Hold / Futures Quiz

 


 

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