Algorithmic Trading & Quantitative Analysis Using Python

Descripción

Build a fully automated trading bot on a shoestring budget. Learn quantitative analysis of financial data using python. Automate steps like extracting data, performing technical and fundamental analysis, generating signals, backtesting, API integration etc. You will learn how to code and back test trading strategies using python. The course will also give an introduction to relevant python libraries required to perform quantitative analysis. The USP of this course is delving into API trading and familiarizing students with how to fully automate their trading strategies. You can expect to gain the following skills from this course • Extracting daily and intraday data for free using APIs and web-scraping • Working with JSON data • Incorporating technical indicators using python • Performing thorough quantitative analysis of fundamental data • Value investing using quantitative methods • Visualization of time series data • Measuring the performance of your trading strategies • Incorporating and backtesting your strategies using python • API integration of your trading script • FXCM and OANDA API • Sentiment Analysis

Lo que aprenderás

• Algorithmic trading and quantitative analysis using python
• Carrying out both technical analysis and fundamental analysis programatically
• API trading

Requisitos

• Intermediate level expertise in python
• high school level familiarity with mathematics and statistics
• Basic understanding of equity/forex trading