AI-Powered Algorithmic Trading
Published 9/2025
Duration: 2h 27m | .MP4 1920x1080 30 fps(r) | AAC, 44100 Hz, 2ch | 851.33 MB
Genre: eLearning | Language: English
Published 9/2025
Duration: 2h 27m | .MP4 1920x1080 30 fps(r) | AAC, 44100 Hz, 2ch | 851.33 MB
Genre: eLearning | Language: English
Algorithmic Trading
What you'll learn
- Develop a strong understanding of core algorithmic trading principles and how they are applied in financial markets.
- Build, backtest, and analyze quantitative trading strategies using Python and relevant libraries.
- Apply concepts such as moving average crossover, mean reversion, and machine learning-based feature engineering to real-world trading scenarios.
- Evaluate trading strategy performance and implement risk management techniques to optimize trading results.
Requirements
- Foundational Understanding of Programming and the Stock Market.
Description
Step into the future of finance withAI-Powered Algorithmic Trading, a comprehensive interactive video course designed for learners at all levels. Whether you're just starting out or refining advanced strategies, this hands-on program blends artificial intelligence, Python programming, and financial market insights to help you build, test, and execute intelligent trading systems from scratch.
Begin with thefoundations of algorithmic trading, explore how AI is transforming global markets, and set up your Python environment with ease and confidence. Learn toextract, clean, and visualize data, then apply technical indicators likeRSI, DMI, and Bollinger Bandsusing Python and real-world datasets.
Design and implement strategies such asmoving average crossovers,mean reversion, andmomentum trading. Build robustback-testing frameworks, evaluate performance, and understandrisk-adjusted returnswith practical examples and metrics.
Advance intomachine learning and deep learning models, including TensorFlow-based architectures. Masterorder execution algorithms, manageslippage and transaction costs, and connect to live markets viaZerodha and Alpaca APIsfor real-time trading.
Explore real-worldcase studies, uncover lessons from successful bots and failures, and stay ahead with insights intoemerging technologies,regulatory risks, and future innovations.
By the end, you’ll be fully equipped to launch your own AI-driven trading bot with clarity, confidence, and a competitive edge.
Who this course is for:
- Management Students (Ph.D. and MBA), Commerce Students, Chartered Accountants.
- Engineering Graduates, Finance Professionals (Investment Analysts, Banking Professionals, Accountants, Credit Analysts).
- Private and Part-Time Traders or anyone Interested in Industry Insights.
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