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If you are a complete beginner to the world of quantitative finance, I suggest you take a look at the Start Here page first then return here for more specific articles.
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Quantitative Finance Articles List. The following topics are discussed on QuantStart: Top 5 Essential Beginner Books for Algorithmic Trading Building an Algorithmic Trading Infrastructure Installing a Desktop Algorithmic Trading Research Environment using Ubuntu Linux and Python Securities Master Databases for Algorithmic Trading Securities Master Database with MySQL and Python Downloading Historical Futures Data From Quandl Research Backtesting Environments in Python with pandas Continuous Futures Contracts for Backtesting Purposes Downloading Historical Intraday US Equities From DTN IQFeed with Python Backtesting Successful Backtesting of Algorithmic Trading Strategies - Part I Successful Backtesting of Algorithmic Trading Strategies - Part II Best Programming Language for Algorithmic Trading Systems?
Event-Driven Backtesting with Python - Part I Event-Driven Backtesting with Python - Part II Event-Driven Backtesting with Python - Part III Event-Driven Backtesting with Python - Part IV Event-Driven Backtesting with Python - Part V Event-Driven Backtesting with Python - Part VI Event-Driven Backtesting with Python - Part VII Event-Driven Backtesting with Python - Part VIII Should You Build Your Own Backtester?
My Experiences as a Quantitative Developer in a Hedge Fund A Day in the Life of a Quantitative Developer Careers in Quantitative Finance What are the Career Paths in Systematic Trading?
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Setting up an Algorithmic Trading Business Undergraduates What Classes Should You Take To Become a Quantitative Analyst? Why Study for a Mathematical Finance PhD?
Why a Masters in Finance Won't Make You a Quant Trader Best Undergraduate Degree Course For Becoming A Quant? The Top 5 UK Universities For Becoming A Quant Forex trading software mac osx to Learn Advanced Mathematics Without Heading to University - Part 1 How to Learn Advanced Mathematics Without Heading to University - Part 2 How to Learn Advanced Mathematics Without Heading to University - Part 3 Postgraduates Junior Quant Jobs - Beginning a Career in Financial Engineering after a PhD How To Get A Quant Job Once You Have A PhD Getting a Job in a Top Tier Quant Hedge Fund How to Get a Job at a High Frequency Trading Firm Which Programming Language Should You Learn To Get A Quant Developer Job?
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Career Changers Can You Still Become a Wow guild make money in Your Thirties? Self-Study Plan for Becoming a Quantitative Trader - Forex trading software mac osx I Self-Study Plan for Becoming a Quantitative Trader - Part II Self-Study Plan for Becoming a Quantitative Developer Self-Study Plan for Becoming a Quantitative Analyst Mailbag: Can You Get A Job In HFT Without A Degree?
Quant Finance Career Skills - What Are Employers Looking For? A Guide for Beginners Supervised Learning for Document Classification with Scikit-Learn The Bias-Variance Tradeoff in Statistical Machine Learning - The Regression Setting Using Cross-Validation to Optimise a Machine Learning Method - The Regression Setting Beginner's Guide to Unsupervised Learning Beginner's Guide to Decision Trees for Supervised Machine Learning Maximum Likelihood Estimation for Linear Regression Bootstrap Aggregation, Random Forests and Boosted Trees K-Means Clustering of Daily OHLC Bar Data Rough Path Theory and Signatures Applied To Quantitative Finance - Part 1 Bayesian Statistics Bayesian Statistics: A Beginner's Guide Bayesian Inference of a Binomial Proportion - The Analytical Approach Markov Chain Monte Carlo for Bayesian Inference - The Metropolis Algorithm Bayesian Linear Regression Models with PyMC3 Deep Learning Deep Learning with Theano - Part 1: Logistic Regression What is Deep Learning?
A Useful Array Class for CUDA Monte Carlo Simulations In CUDA - Barrier Option Pricing Matrix-Matrix Multiplication on the GPU with Nvidia CUDA Python Implementation Options Pricing in Python European Vanilla Call-Put Option Pricing with Python LU Decomposition in Python and NumPy Cholesky Decomposition in Python and NumPy QR Decomposition with Python and NumPy Jacobi Method in Python and NumPy Parallelising Python with Threading and Multiprocessing Quick-Start Python Quantitative Research Environment on Ubuntu Speaking at QuantCon in April How to Write a Great Quant Blog QuantStart April News Advanced Algorithmic Trading and QSTrader Updates Advanced Algorithmic Trading and QSTrader - Second Update QuantStart Events in October and November QuantStart New York City October Trip Report Advanced Algorithmic Trading and QSTrader - Fourth Update QuantStart Gets a Makeover QuantStart Singapore November Trip Report Advanced Algorithmic Trading and QSTrader - Fifth Update QuantStart Upcoming Content Survey