Machine Learning for Algorithmic Trading in Python
| TOTAL DURATION | CERTIFICATION VALIDITY | COURSE TYPE |
|---|---|---|
| 4 days | No Expiry | Hybrid |
For more information, please Contact:
Helpline No: 022-68646464
Counsellor :+91 8591297096 / +91 7039955340
Email id: gen_pdp@nse.co.in
The program is designed to equip participants with the knowledge and skills needed to leverage machine learning techniques in the dynamic realm of algorithmic trading.
Delve into the intricacies of python programming and its application in algorithmic trading, ensuring a hands on and practical learning experience.
Day 1:
- Setting up the Python environment
- Familiar with the IDE environment
- Introduction to Python
- Getting started with Panda and other Libraries
Day-2:
- Trend-Following Strategy 1 (single indicator)
- Trend-Following Strategy 2 (multiple indicators)
- Mean Reversion Strategy 1 (single indicator)
- Mean Reversion Strategy 2 (multiple indicators)
- Classroom or Live Stream Sessions from NSE India, Mumbai
Day-3:
- Introduction of Machine Learning and Algorithmic Trading
- Python for Algorithmic Tradi
- Important Terminologi
- Calculating retur
- Technical Requirements for Algorithmic Tradi
- Exploratory Data Analysis on Stock Pricing Da
- Formulating a Trading Strate
Day 4:
- Backtesting a Trading Strategy
- Visualize the Performance of the Strategy
- Setting up the broker’s API
- Algorithmic Trading Strategies
- Option Greek Calculations
- To empower participants with a deep understanding of machine learning applications in algorithmic trading using python.
- Participants will have acquired the skills to perform exploratory data analysis on stock pricing data, formulate effective trading strategies, and implementing algorithmic tracing models.
- The bootcamp aims to bridge the gap between theoretical knowledge and practical application, enabling participants to navigate the complexities of algorithmic trading with confidence.
This bootcamp is suitable for individuals with foundational understanding of programming languages concepts and a keen interest in finance and trading.
Whether you are a finance professional looking to enhance your skills or a programmer eager to delve into the world of algorithmic trading, this program is designed to accommodate a diverse range of backgrounds. Participants should have a basic familiarity with python, as the bootcamp will focus on its application in algorithmic trading.