Getting Started with Algorithmic Trading
Introduction to algorithmic trading, research workflow, signals and backtesting.
Request syllabus & pricing ↗Learn the method.
Master the practice.
31 programmes connecting mathematics, data, Python and rigorous quantitative validation. Advanced live online training for individuals and organizations.
THEORY→MODELING→PYTHON→VALIDATION
01 — FULL CATALOGUE · 31 COURSESEvery programme.
Every programme.
A tailored learning journey.
Explore 31 courses and workshops drawn from the original syllabi. Ask for a detailed syllabus, pricing and upcoming sessions. Courses are offered live online subject to scheduling.
05 COURSES
Algorithmic Trading Foundations
Stock Market Basics
Equity markets, instruments, transactions and market mechanics.
Request syllabus & pricing ↗Getting Market Data
Market data acquisition, cleaning and preparation in Python.
Request syllabus & pricing ↗Data & Feature Engineering for Trading
Feature construction, time-series processing and prevention of data biases.
Request syllabus & pricing ↗Financial Time Series Analysis for Trading
Statistical methods and financial time-series models for trading.
Request syllabus & pricing ↗05 COURSES
Algorithmic Trading Strategies
Technical Indicators Strategies
Technical indicators, systematic rules and signal validation.
Request syllabus & pricing ↗Day Trading Strategies
Intraday strategies, market data, execution and risk controls.
Request syllabus & pricing ↗Mean Reversion Strategies
Stationarity, cointegration and mean-reversion strategy design.
Request syllabus & pricing ↗Momentum Trading Strategies
Trend and cross-sectional momentum with robust backtesting.
Request syllabus & pricing ↗Short Selling in Trading
Short selling, long/short exposures, risk and execution constraints.
Request syllabus & pricing ↗05 COURSES
Financial Markets & Quantitative Systems
Forex Trading
Foreign-exchange markets, FX mechanics and systematic strategies.
Request syllabus & pricing ↗Futures Trading
Futures contracts, trading strategies and risk management.
Request syllabus & pricing ↗Crypto Trading Strategies
Crypto markets, quantitative strategy design and evaluation.
Request syllabus & pricing ↗Quantitative Trading Strategies and Models
Quantitative trading models, decision rules and empirical evaluation.
Request syllabus & pricing ↗Quantitative Portfolio Management
Portfolio construction, factors, allocation and risk.
Request syllabus & pricing ↗05 COURSES
Machine Learning for Algorithmic Trading
Trading with Regression
Regression models, market signals and predictive validation.
Request syllabus & pricing ↗Trading with Classification and SVM
Classification, SVM and financial model validation protocols.
Request syllabus & pricing ↗Unsupervised Learning in Trading
Clustering and unsupervised learning for financial time series.
Request syllabus & pricing ↗Decision Trees in Trading
Decision trees, ensembles and quantitative signal applications.
Request syllabus & pricing ↗Quantitative Trading Project
Integrated project: research, Python strategy, backtesting and reporting.
Request syllabus & pricing ↗05 COURSES
Advanced AI for Trading Systems
Neural Networks in Trading
Neural networks, predictive modeling and financial validation.
Request syllabus & pricing ↗Deep Reinforcement Learning in Trading
Deep reinforcement learning for sequential trading decisions.
Request syllabus & pricing ↗NLP in Trading
Financial natural language processing, textual signals and transformer models.
Request syllabus & pricing ↗News Sentiment Trading Strategies
News sentiment analysis and event-driven trading strategies.
Request syllabus & pricing ↗Machine Learning for Option Trading
Machine learning for options and implied volatility.
Request syllabus & pricing ↗03 COURSES
Derivatives & Volatility Trading
Option Trading Strategies
Systematic options strategies, sensitivities and risk.
Request syllabus & pricing ↗Volatility Trading Strategies
Volatility-driven strategies, instruments and risk controls.
Request syllabus & pricing ↗Option Volatility Trading
Implied volatility, volatility surfaces and quantitative approaches.
Request syllabus & pricing ↗01 COURSES
Trading Infrastructure & Deployment
Quantitative Trading Infrastructure & Strategy Deployment
Software infrastructure, advanced backtesting, validation and deployment.
Request syllabus & pricing ↗02 COURSES
Professional Quantitative Trading Project
Professional Quantitative Trading Project
Capstone project: quantitative strategy, testing and presentation.
Request syllabus & pricing ↗Professional Quant Career Preparation
Quant interview preparation, case studies and career readiness.
Request syllabus & pricing ↗Proposed training catalogue based on 31 syllabi. These courses do not constitute an approved MSc degree, award ECTS, or imply that every session is currently scheduled.
02 — TWO WAYS TO LEARNTraining tailored
Training tailored
to your needs.
Individuals & professionals
Live masterclasses and intensive courses, hands-on exercises and teaching materials.
Ask about upcoming sessions ↗Companies & teams
Programs tailored to your team's needs, technical level and learning objectives, by quotation.
Request a corporate quote ↗03 — TEACHING PREVIEWStrong foundations.
Strong foundations.
Hands-on practice.
Example from an actual slide deck: “Algorithmic Trading — Introduction”. The module covers decision timing, causal backtesting, costs and risk assessment.
Full course material and coding labs are reserved for participants; this page showcases our teaching approach.
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ACTUAL TEACHING MATERIAL