Free Download AI-Powered Algorithmic Trading
Published 9/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 851.35 MB | Duration: 2h 27m
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 with AI-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 the foundations of algorithmic trading, explore how AI is transforming global markets, and set up your Python environment with ease and confidence. Learn to extract, clean, and visualize data, then apply technical indicators like RSI, DMI, and Bollinger Bands using Python and real-world datasets.Design and implement strategies such as moving average crossovers, mean reversion, and momentum trading. Build robust back-testing frameworks, evaluate performance, and understand risk-adjusted returns with practical examples and metrics.Advance into machine learning and deep learning models, including TensorFlow-based architectures. Master order execution algorithms, manage slippage and transaction costs, and connect to live markets via Zerodha and Alpaca APIs for real-time trading.Explore real-world case studies, uncover lessons from successful bots and failures, and stay ahead with insights into emerging 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.
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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