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Path to Becoming a Quantitative Analyst in Finance
Akshat S.
Learniverser
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Finance
4.5
(450 reviews)
Beginner
5 Lessons
Overview
Objectives
Build a simple trading bot using if-else statements in Python
TBD
TBD
TBD
TBD
Content
Foundational Mathematics and Programming
Step 1
Linear algebra and calculus
Probability and statistics
Introduction to programming (Python or R)
Basic data structures and algorithms
Introduction to Finance and Markets
Step 2
Financial markets overview
Instruments and products (stocks, bonds, derivatives)
Market mechanics and participants
Risk and return fundamentals
Quantitative Analysis Fundamentals
Step 3
Quantitative research methods
Time series analysis
Portfolio theory
Basic risk management concepts
Algorithmic Trading Strategies
Step 4
Strategy development process
Backtesting and evaluation
High-frequency trading strategies
Machine learning in trading
Advanced Quantitative Tools and Techniques
Step 5
Advanced machine learning (deep learning, reinforcement learning)
Complex derivatives pricing models
High-performance computing
Behavioral finance
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