Algorithmic Trading & Quantitative Analysis Using Python
My bestselling and top rated course on algorithmic trading. The course is available on both Udemy and Skillshare
Udemy: https://www.udemy.com/course/algorithmic-trading-quantitative-analysis-using-python/?referralCode=DD5EAB639816E54E3865
Skillshare: https://www.skillshare.com/classes/Algorithmic-Trading-Quantitative-Analysis-Using-Python/5561706/projects
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
Algorithmic Trading using Interactive Brokers Python API
Interactive Brokers is the largest discount broker and its electronic trading platform boasts of executing the largest volume of trades globally. No wonder then that IB is the platform of choice for many serious traders.
However, the uptake of IB’s API to implement algorithmic trading has been muted due to their complicated API architecture and lack of engaging training material on this topic. Based on the feedback from my students, I have created this course which delves into IB’s API architecture and help build and deploy reasonably sophisticated algorithmic trading strategies on IB’s platform. The course is available on both my personal teachable website and on Udemy.
Design and deploy trading strategies on Interactive Broker’s platform. Automate every step of your strategy including, extracting data (stock data and fundamental data), performing technical/fundamental analysis, generating signals, placing trades, risk management etc. Gain a thorough understanding of native interactive broker’s API.
You can expect to gain the following skills from this course
- API trading
- Advanced python concepts (OOP concepts, multi-threading etc.)
- Extracting historical data
- Extracting fundamental data
- Harnessing streaming tick level data
- Incorporating technical indicators using python
- End to End strategy design and deployment
- Handling asynchronous calls
- Sqlite database management
- Interactive Broker’s TWS terminal
- Relevant account settings in IB
Excel Automation Using Python
Excel spreadsheets are ubiquitous and no corporate job is possible without them. Like you, I have been working with them since I started my career. However, I rarely use excel now since I have automated most of my excel based tasks using python which has done wonders to my productivity and I want to help you do the same. I have created this course to help you automate your excel spreadsheets based tasks using python and improve your productivity manifold. The course is available on Udemy.
https://www.udemy.com/course/excel-automation-using-python/?referralCode=70C30BFB50DE0FA2C477
This course will start from the basics and will help you automate reasonably sophisticated excel based tasks. The course will also provide you with enough preparation to explore more advanced topics pertaining to automation/data analysis.
The course covers following topics
- Creating python environment
- Importing excel into python
- Aggregating data from multiple files
- Splitting data into multiple files
- Interacting with your OS programmatically
- Automating popular excel functions such as vlookup, sumif, countif etc
- Replicating excel visualizations
- Automating pivot tables
