AI-Powered Algorithmic Trading: Build using LSTM Model
Course Overview
What You'll Learn
- Understand how AI is transforming algorithmic trading
- Create predictive trading features from stock data
- Train LSTM models to predict buy, sell, or hold signals
- Handle imbalanced financial data using oversampling and focal loss
- Evaluate trading performance using accuracy, precision, recall, and confusion matrix
- Visualize predicted trading signals on real stock charts
- Backtest trading strategies using portfolio simulation
- Calculate Sharpe Ratio, Drawdown, and Returns for risk analysis
About This Free Course
Unlock the power of free applied artificial intelligence machine learning quizzes course in the world of trading.
In this hands-on course, you’ll learn how to build, train, and backtest AI-driven algorithmic trading strategies using Python, machine learning, and deep learning tools. Whether you're from finance or tech, this course will help you turn market data into actionable trading signals using LSTM models, sentiment analysis, and advanced evaluation metrics.
You’ll begin with the basics of algorithmic trading, explore the role of AI, and dive deep into tools like Random Forest, Gradient Boosting, CNNs, LSTM, Reinforcement Learning, Genetic Algorithms, and Ensemble Methods. From there, you’ll move into real-world implementation — loading historical stock data, creating predictive features, labeling outcomes, handling class imbalance with focal loss, and evaluating your trading strategy through backtesting and risk metrics like Sharpe Ratio and Drawdown.
This course includes:
Real Apple stock data for hands-on practice
Feature engineering using technical indicators
Custom loss functions like Focal Loss
Building an LSTM model from scratch
Visualizing trading signals and performance
Backtesting with capital growth simulations
By the end, you’ll walk away with a fully functional trading strategy powered by AI — plus the knowledge to apply these techniques across any stock, ETF, or crypto asset.
What You'll Learn
Understand how AI is transforming algorithmic trading
Create predictive trading features from stock data
Train LSTM models to predict buy, sell, or hold signals
Handle imbalanced financial data using oversampling and focal loss
Evaluate trading performance using accuracy, precision, recall, and confusion matrix
Visualize predicted trading signals on real stock charts
Backtest trading strategies using portfolio simulation
Calculate Sharpe Ratio, Drawdown, and Returns for risk analysis
Who Should Take This Course
"AI-Powered Algorithmic Trading: Build using LSTM Model" is aimed at people who want a practical, structured introduction to finance without paying full price for it. It's a solid fit if you're starting out in finance and want a guided course rather than piecing tutorials together yourself, if you've tried free YouTube content on the topic and want something more organized in around 2, or if you already work in a related area and want a refresher you can finish at your own pace. Since enrollment happens on Udemy itself, you keep full access to view the lectures, download any provided resources, and revisit the material later — this isn't a stripped-down or time-limited version of the course.
Why This Course Is Worth Taking
Our take: this listing earns a spot on FreeWebCart because the coupon we verified actually brings the price to $0, not just a token discount, and the course carries a 4.590909/5 rating on Udemy from 65+ students who've already enrolled. That combination — real reviews plus a working 100% OFF code — is what we look for before publishing a finance course. It won't replace hands-on experience or a full degree program, but as a low-risk way to test whether finance is worth pursuing further, or to pick up one specific skill, the free price tag makes it an easy yes while the coupon lasts.
Pros & Cons
👍 Pros
- 100% free to enroll via this coupon (normally $44.99)
- Lifetime access on Udemy once enrolled, even after the coupon expires
- Rated 4.590909/5 by past students on Udemy
- Self-paced — no fixed schedule or live sessions to attend
👎 Cons
- Coupon is time-limited and can expire before you enroll
- No live instructor support — questions go through Udemy's Q&A, not us
- Certificate is a Udemy completion certificate, not an accredited qualification
Frequently Asked Questions
Is "AI-Powered Algorithmic Trading: Build using LSTM Model" really free?
Yes — we verified a 100% OFF Udemy coupon for this finance course before publishing it. Enroll directly on Udemy using the button below; no credit card is needed while the coupon is active.
How long will this coupon last?
Udemy coupons typically last 1–3 days or expire after roughly 1,000 enrollments, whichever comes first. If the price on Udemy no longer shows $0 when you click through, the coupon has expired since we last checked it.
Do I keep access after the coupon expires?
Yes. Once you enroll while the coupon is live, "AI-Powered Algorithmic Trading: Build using LSTM Model" is yours to keep on Udemy — including any future updates the instructor makes — even after the coupon runs out.
Save $44.99 - Limited time offer
More Free Finance Courses
CFP Exam Success: Financial Planning Practice Tests
Personal Finance Masterclass: From Paycheck To Wealth
Advanced OSINT: Find Anything, Search & Investigate Online
