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There are 4 modules in this course
Learners will analyze derivatives pricing, evaluate behavioral and sentiment-driven market dynamics, apply statistical reasoning to financial data, and construct objective trading systems and models for disciplined decision-making.
This course provides a comprehensive foundation for understanding how modern financial markets operate from both a theoretical and applied perspective. Learners gain practical insight into implied volatility, arbitrage-based pricing, behavioral finance, and sentiment indicators that influence price movements beyond fundamentals. The course then builds essential statistical literacy, enabling learners to interpret data correctly, assess risk, and avoid common analytical errors. Finally, learners progress into the design and evaluation of rule-based trading systems, emphasizing objectivity, capital preservation, and robust model development.
By completing this course, learners will develop the analytical skills required to interpret market behavior, evaluate trading performance, and design systematic strategies grounded in evidence rather than emotion. What makes this course unique is its integrated approach—bridging derivatives theory, behavioral finance, statistics, and trading system design within a single, cohesive learning path. Designed for CMT Part 1 candidates and serious market practitioners, the course emphasizes real-world relevance, exam alignment, and transferable analytical skills applicable across asset classes.
This module introduces the foundational concepts of derivatives pricing and market structure, focusing on implied volatility, arbitrage-based pricing relationships, and the role of noise traders in influencing asset prices. Learners explore how pricing efficiency is challenged by behavioral factors and trading dynamics.
What's included
9 videos4 assignments
Show info about module content
9 videos•Total 78 minutes
Understanding Implied Volatility•10 minutes
Put Call Parity•9 minutes
Events and Implied Volatility•14 minutes
Introduction to Behavioral Finance•3 minutes
Law of one Price•12 minutes
Fungibility•7 minutes
Noise Traders•12 minutes
Noise Trading Academic Views•6 minutes
Trend Following Noise Traders•7 minutes
4 assignments•Total 60 minutes
Graded - Derivatives, Pricing Logic, and Market Structure•30 minutes
Foundations of Implied Volatility•10 minutes
Market Pricing Principles•10 minutes
Noise and Market Participation•10 minutes
Behavioral Finance and Sentiment Models
Module 2•2 hours to complete
Module details
This module explores behavioral finance theories and sentiment indicators that explain deviations from fundamental value. Learners study herding behavior, informed versus uninformed market participants, and practical tools used to measure and interpret market sentiment.
What's included
8 videos4 assignments
Show info about module content
8 videos•Total 78 minutes
Herd Instinct Models•11 minutes
Sentiment Drives Market Price•8 minutes
Smart Money•10 minutes
Commitment of Traders•10 minutes
Insider Trading•11 minutes
Short Interest•7 minutes
Investor Surveys•11 minutes
External Sentiment Sources•9 minutes
4 assignments•Total 60 minutes
Graded - Behavioral Finance and Sentiment Models•30 minutes
Herding and Sentiment Dynamics•10 minutes
Informed vs Uninformed Market Actors•10 minutes
Measuring Market Sentiment•10 minutes
Statistical Foundations for Market Analysis
Module 3•2 hours to complete
Module details
This module builds essential statistical literacy for market analysis, covering descriptive statistics, probability distributions, and data interpretation techniques. Learners develop the ability to evaluate market data objectively and avoid common analytical pitfalls.
What's included
8 videos4 assignments
Show info about module content
8 videos•Total 55 minutes
Basics of Statistics•1 minute
Descriptive Summary Statistics•12 minutes
Anscombe Quartet•3 minutes
Probability Distributions•13 minutes
Normal Distribution and Variation•8 minutes
Basics of Technical Trading Systems•4 minutes
Objective Rules Part 1•6 minutes
Objective Rules Part 2•8 minutes
4 assignments•Total 60 minutes
Graded - Statistical Foundations for Market Analysis•30 minutes
Introduction to Statistical Thinking•10 minutes
Understanding Data Behavior•10 minutes
Variation and Distribution in Markets•10 minutes
Trading Systems and Model Development
Module 4•3 hours to complete
Module details
This module focuses on the design, evaluation, and implementation of technical trading systems and quantitative models. Learners examine performance measurement, behavioral bias, capital preservation principles, and structured model-building processes.
What's included
10 videos3 assignments
Show info about module content
10 videos•Total 88 minutes
Benchmarking Part 1•6 minutes
Benchmarking Part 2•9 minutes
Trading Bias•6 minutes
Being Right•7 minutes
Making Money•13 minutes
Stories of Winners•7 minutes
Davis Laws•12 minutes
Model Building Process•11 minutes
Model Building Process Continued•8 minutes
Relative Strength Model•10 minutes
3 assignments•Total 50 minutes
Graded - Trading Systems and Model Development•30 minutes
Performance, Bias, and Trading Psychology•10 minutes
From Profits to Robust Models•10 minutes
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