Algorithmic Trading On Zerodha Kiteconnect Platform

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Tags: Algorithmic Trading

Implement algorithmic trading strategies on KiteConnect platform

Last updated 2022-01-10 | 4.4

- Algorithmic Trading
- Zerodha Kiteconnect API
- API Trading

What you'll learn

Algorithmic Trading
Zerodha Kiteconnect API
API Trading
Selenium Web Automation
AWS EC2

* Requirements

* Zerodha account
* Basic python skills (should be familiar with data types
* data structures
* loops
* functions
* installing and importing libraries etc.)
* High school level mathematics
* Intermediate level familiarity with finance/trading

Description

Design and deploy trading strategies on Kiteconnect platform. Automate every step of your strategy including authentication, extracting data, performing technical analysis, generating signals, risk management etc. Gain a thorough understanding of Restful APIs and kiteconnect python wrapper. Learn how to deploy your strategies on cloud.

You can expect to gain the following skills from this course

  • API trading

  • Harnessing streaming tick level data

  • Incorporating technical indicators using python

  • Incorporating chart pattern analysis

  • End to End strategy design and deployment

  • Selenium webdriver

  • AWS EC2

  • Sqlite database management

Who this course is for:

  • Traders looking to automate their strategies on Zerodha's platform
  • Anyone interested in Algorithmic trading in the Indian market

Course content

10 sections • 82 lectures

Introduction to Zerodha Kiteconnect 5 lectures

Course Prerequisites Preview 03:30

Zerodha Account Opening Preview 00:18

Getting started with Kiteconnect Preview 10:09

Setting Up Virtual Trading Environment Preview 07:04

Installing Kiteconnect Python Wrapper Preview 02:40

Setting up Trading App and Establishing Connection 7 lectures

Create Kiteconnect Trading App Preview 05:04

Establishing Connection and Creating a Trading Object Preview 05:46

Selenium Intro Preview 03:14

Automating request token generation - I Preview 08:30

Automating request token generation - II Preview 09:26

Automating access token generation Preview 03:29

Automating access token generation with TOTP Preview 10:48

Key API Calls 7 lectures

Getting Historical Data Preview 12:23

Getting Historical Data Over Extended Duraion Preview 09:13

Placing Orders - I Preview 09:27

Placing Orders - II Preview 08:29

Other Useful API Calls Preview 08:05

Websocket Streaming Intro Preview 05:34

Streaming Tick Data Preview 13:20

Coding Technical Indicators 16 lectures

Technical Indicators Intro Preview 04:34

MACD Overview Preview 07:04

MACD Implementation Using APIs Preview 09:01

ATR and Bollinger Bands Overview Preview 06:47

Bollinger Bands Implementation Using APIs Preview 05:02

ATR Implementation Using APIs Preview 05:21

RSI Overview Preview 09:52

RSI Implementation Using APIs Preview 12:44

ADX Overview Preview 04:13

ADX Implementation in Excel Preview 12:45

ADX Implementation Using APIs Preview 10:12

Supertrend Overview Preview 05:17

Supertrend Implementation in Excel Preview 11:49

Supertrend Implementation Using APIs Preview 11:19

Renko Overview Preview 06:57

Renko Implementation Using APIs Preview 09:11

Price Action Concepts 15 lectures

Price Action Intro Preview 06:00

Support and Resistance Levels Preview 03:24

Pivot Point Intro Preview 03:25

Pivot Point Implementation Using APIs Preview 10:25

Doji Candle Intro Preview 05:44

Doji Implementation Using APIs Preview 04:27

Hammer Candle Intro Preview 05:00

Hammer Implementation Using APIs Preview 05:31

Shooting Star Intro Preview 03:05

Shooting Star Implementation Using APIs Preview 02:55

Maru Bozu Intro Preview 02:27

MaruBozu Implementation Using APIs Preview 05:20

Engulfing & Harami Cross Patterns Preview 06:50

Slope in a Chart Preview 06:31

Slope Implementation Using APIs Preview 18:07

Building a Candlestick Pattern Scanner 3 lectures

Intro to Time Library Preview 12:44

Building Pattern Scanner - I Preview 15:11

Building Pattern Scanner - II Preview 22:34

Designing & Deploying Strategy on Zerodha Platform 8 lectures

Designing & Deploying Strategy Preview 05:41

Supertrend Strategy Intro Preview 05:58

Supertrend Strategy Implementation - I Preview 08:50

Supertrend Strategy Implementation - II Preview 10:14

Supertrend Strategy Implementation - III Preview 08:49

Supertrend Strategy Demo Preview 08:13

Square Off Automation Preview 07:54

Square Off Demo Preview 02:22

Handling Streaming Tick Data 3 lectures

Storing Streaming Data With Sqlite3 - I Preview 18:06

Storing Streaming Data With Sqlite3 - II Preview 08:22

Converting Ticks to Candles Preview 11:46

Streaming Tick Data Based Strategies 7 lectures

Renko in Real-time Intro Preview 04:18

Renko in Real-time - Part II Preview 11:50

Renko in Real-time - Part III Preview 14:14

Real-time Renko + MACD strategy Intro Preview 03:10

Real-time Renko + MACD strategy - Part II Preview 10:01

Real-time Renko + MACD strategy - Part III Preview 11:21

Real-time Renko + MACD strategy demo Preview 05:23

Deploying Strategies on Cloud 11 lectures

Why Cloud Preview 04:54

Launching AWS EC2 Instance Preview 19:57

Connecting To The EC2 Instance I Preview 15:11

Connecting To The EC2 Instance II Preview 07:48

Transferring Files to EC2 Instance Preview 12:11

Installing Chromedriver & Chrome Browser in EC2 Preview 10:47

Handling File Path in Linux Preview 07:58

Scheduling/Automating Your Scripts Using Crontab Preview 15:15

Keeping Track of Running Processes Preview 10:32

Using Screen Command with Crontab Preview 07:35

Shutting Down/Deleting EC2 Instance Preview 03:41