× Services Our Schools Our Solutions Support 14 day free trial
Log in

Python for Finance and Algorithmic Trading with QuantConnect

Learn to use Python, Pandas, Matplotlib, and the QuantConnect Lean Engine to perform financial analysis and trading

0( 0 REVIEWS )

Created by :

October 6, 2021 • 50 Days • 3 lectures • 1 Sections

Description

Learn to use Python, Pandas, Matplotlib, and the QuantConnect Lean Engine to perform financial analysis and trading

Course Instruction

  • Learn to use powerful Python libraries such as NumPy, Pandas, and Matplotlib
  • Understand Modern Portfolio Theory
  • Use Monte Carlo simulation techniques to optimize portfolio allocation
  • Understand SciPy minimization algorithms to create optimized portfolio holdings
  • Use and understand stock fundamentals data, such as CFC, Revenue, and EPS
  • Calculate the Sharpe Ratio for any stock
  • Understand cumulative returns and daily average returns in stocks
  • Learn to use QuantConnect's LEAN engine for automated trading
  • Learn about Bollinger Bands and other classic technical analysis
  • Use algorithmic trading to trade derivative futures contracts
  • Dive into understanding CAPM - Capital Asset Pricing Model
  • Use fundamental stock company data to create rules based trading algorithms
  • Learn about alternatives to the Sharpe Ratio, such as the Sortino Ratio
  • Learn to read and understand a Backtest, including Probabilistic Sharpe Ratios
  • Conduct Research on QuantConnect, including full universe stock selection screening

Course Curriculum

Course Welcome and Overview
Course Welcome Message 00:00:00
Course Overview Lecture (PLEASE DO NOT SKIP) 00:00:00
QUICK CHECK IN 00:00:00

Instructor

Student • 2  Courses

0

Frequently Bought Together

Python for Finance and Algorithmic Trading with QuantConnect

roman patel
0( 0 REVIEWS )

£0

The Complete Node.js Developer Course (3rd Edition)

Admin
0( 0 REVIEWS )

£0

Total : £0

Get more with Business, Management & Law School

Complete C++ Course

Shriley
Array

£1250

The Complete Foundation Stock Trading Course

Hobbs luke
Array

£450

Instructor course

Admin
Array

FREE

Get more with Data Science & Big Data
Get more with IT & Computing School
More Course by

Watching ice melt. This is fun.

Admin
Array

FREE

Instructor course

Admin
Array

FREE

Virtual Classroom

Admin
Array

FREE

Reviews

No Reviews found for this course.

X