Courses
Our programs are delivered in partnership with Trading Heads - structured, practical, and built to take you from fundamentals to live, systematic execution.
Trading Transformation Program (Foundation)
Python for Quantitative Analysis & Systematic Trading
Learn Python for trading from scratch - no coding background required. With complete hand-holding from installation to live coding, you will analyze market data, build and backtest trading strategies, and code live alongside the instructor to build real confidence.
Course structure
Eight modules plus a special class
A guided path from Python basics to backtesting, portfolio construction, and automated trading.
Introduction to Python
Environment setup, variables and primitive data types, the print() method and expressions, libraries and packages.
Data Structures & Basics
Lists, tuples, dictionaries, sets; importing and visualizing time-series data; control flow, loops, comprehensions and functions.
Market Data & Visualization
Reading CSV/Excel, fetching historical data, data cleaning, and Matplotlib charts - line, bar, scatter, histogram, multi-panel.
NumPy for Trading
Arrays, indexing and slicing for market data, vectorized operations and broadcasting, statistical functions, and generating trading signals.
Pandas for Trading
Series and DataFrames, indexing and filtering, time-series operations (returns, lags, rolling stats), cleaning, and signal generation.
Statistics & TA Principles
Statistics for technical analysts, principles of technical analysis, strategy-testing concepts, and evaluating performance metrics.
Strategies & Backtesting
SMA, EMA, crossover, trend-following + momentum and Bollinger strategies; performance metrics, equity curves, Pyfolio and QuantStats.
Portfolio & Risk Management
Risk management and case studies, risk/return terminology, portfolio building, Modern Portfolio Theory, and performance metrics.
Automated Trading for HFT & MFT
System architecture and infrastructure, order and execution management systems, market-data feed and exchange connectivity, latency, co-location and hardware core.
What you get
Everything you need to learn by doing
Your instructors
Learn from practising market professionals
Vivek Jain
Founder of Decode Charts. A Certified Financial Technician (CFTe) who has completed all levels of the CMT program and earned the EPAT from QuantInsti. With a decade+ of investment experience and 6+ years of profitable trading, he applies technical and quantitative methods to design and refine trading systems.
Sovit Manjani
CEO of Trading Heads. A Chartered Market Technician with 16+ years in markets, he designs profitable algorithmic trading systems across stocks, futures and indices. A dedicated mentor, he has coached CMT aspirants across all three levels and taught at the BSE Institute and NISM (Summer School and PGP).
Technical Analysis Course
A structured program on reading charts, market structure, and building a disciplined technical edge - from beginner foundations to confident execution.
Previous batches
Trading Transformation Program - past cohorts
