Udemy - Algorithmic Trading - Mathematical and Strategic Theories
- Category Other
- Type Tutorials
- Language English
- Total size 2.3 GB
- Uploaded By freecoursewb
- Downloads 388
- Last checked 11 hours ago
- Date uploaded 7 months ago
- Seeders 7
- Leechers 4
Infohash : 4E5211C45B923D9DEBF8CD67E783EFA9D72A02E3
Algorithmic Trading: Mathematical & Strategic Theories
https://WebToolTip.com
Published 5/2025
Created by Domas Masiulis
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 24 Lectures ( 4h 52m ) | Size: 2.3 GB
Master mathematical models, backtesting frameworks, risk controls to design and deploy algorithmic trading strategies.
What you'll learn
Apply probability, time series analysis, and stochastic calculus to model asset price dynamics and forecast market behavior.
Design and implement mean reversion, trend following, pairs trading, and arbitrage strategies using statistical and machine learning methods.
Build event-driven backtesting frameworks, simulate execution costs, and evaluate strategy performance with Sharpe, Sortino, and drawdown metrics.
Implement risk management controls including position sizing, stop-loss, and value-at-risk to protect capital and optimize portfolio stability.
Requirements
Basic programming skills in Python, foundational knowledge of calculus, linear algebra, probability, and statistics, familiarity with trading concepts, and access to Python with numpy, pandas, and scikit-learn.
Files:
[ WebToolTip.com ] Udemy - Algorithmic Trading - Mathematical and Strategic Theories- Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 1 - Intro
- 1 -Hello and Welcome.mp4 (27.1 MB)
- 1 -Probability and Statistics Review.mp4 (95.7 MB)
- 2 -Time Series Analysis Essentials.mp4 (97.4 MB)
- 3 -Stochastic Processes and Models.mp4 (87.5 MB)
- 4 -Stochastic Calculus Basics.mp4 (136.7 MB)
- 5 -Optimization Techniques.mp4 (80.0 MB)
- 6 -Machine Learning Foundations.mp4 (112.4 MB)
- 7 -Performance Metrics and Evaluation.mp4 (185.0 MB)
- 8 -Lesson 2.8 Statistical Testing and Overfitting.mp4 (83.7 MB)
- 1 -Mean Reversion Strategies.mp4 (74.4 MB)
- 2 -Trend Following Strategies.mp4 (111.6 MB)
- 3 -Pairs Trading and Cointegration.mp4 (88.5 MB)
- 4 -Statistical and Risk Arbitrage.mp4 (85.8 MB)
- 5 -Market-Making and Microstructure.mp4 (99.8 MB)
- 6 -Factor Models and Alpha Generation.mp4 (94.8 MB)
- 7 -Machine Learning in Strategy Development.mp4 (115.3 MB)
- 8 -Strategy Optimization and Walk-Forward Analysis.mp4 (118.4 MB)
- 1 -Data Acquisition and Preprocessing.mp4 (71.4 MB)
- 2 -Backtesting Framework Architecture.mp4 (115.8 MB)
- 3 -Execution Algorithms and Order Types.mp4 (81.3 MB)
- 4 -Transaction Costs and Slippage Modeling.mp4 (74.8 MB)
- 5 -Risk Management and Position Sizing.mp4 (107.7 MB)
- 6 -Performance Monitoring and Real-Time Analytics.mp4 (114.8 MB)
- 7 -Deployment and Infrastructure Considerations.mp4 (97.7 MB)
- Bonus Resources.txt (0.1 KB)
There are currently no comments. Feel free to leave one :)
Code:
- udp://tracker.torrent.eu.org:451/announce
- udp://tracker.tiny-vps.com:6969/announce
- http://tracker.foreverpirates.co:80/announce
- udp://tracker.cyberia.is:6969/announce
- udp://exodus.desync.com:6969/announce
- udp://explodie.org:6969/announce
- udp://tracker.opentrackr.org:1337/announce
- udp://9.rarbg.to:2780/announce
- udp://tracker.internetwarriors.net:1337/announce
- udp://ipv4.tracker.harry.lu:80/announce
- udp://open.stealth.si:80/announce
- udp://9.rarbg.to:2900/announce
- udp://9.rarbg.me:2720/announce
- udp://opentor.org:2710/announce