Udemy

Algorithmic Trading & Quantitative Analysis Using Python

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  • 44,300 Students
  • Updated 2/2025
4.6
(4,696 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
22 Hour(s) 35 Minute(s)
Language
English
Taught by
Mayank Rasu
Rating
4.6
(4,696 Ratings)

Course Overview

Algorithmic Trading & Quantitative Analysis Using Python

Build fully automated trading system and Implement quantitative trading strategies using Python

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

Course Content

  • 12 section(s)
  • 127 lecture(s)
  • Section 1 Introduction
  • Section 2 Getting Data
  • Section 3 Web Scraping to Extract Financial Data
  • Section 4 Basic Data Handling and Operations
  • Section 5 Technical Indicators
  • Section 6 Performance Measurement - KPIs
  • Section 7 Backtest Your Strategies
  • Section 8 Value Investing
  • Section 9 Building Automated Trading System on a Shoestring Budget
  • Section 10 Bonus Section: Running Your Algorithms in Cloud
  • Section 11 Bonus Section: Sentiment Analysis
  • Section 12 Archived Lectures

What You’ll Learn

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


Reviews

  • S
    Shahab Jafry
    2.5

    course is outdated and i was not informed when i was buying it. alpha vantage is now behind a paywall for years. when you advertise this course this should have been mentioned. it's a good course but i feel very disappointed at this issue.

  • N
    Nathaniel Diamond
    5.0

    Efffectively introduced into automated/algorithmic trading and hosting a cloud infrastructure. Many thanks

  • C
    Chris Amato
    5.0

    Very clear instructions so far!

  • Y
    Yogesh Bhat
    4.5

    Good course for Algo reading!

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