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ONLINE COURSES RELATED TO ALGORITHMIC TRADING & QUANTITATIVE FINANCE 

The core of these courses is to deliver an expertise from online educational platforms and top universities in the field of quantitative finance, investing and trading

CATEGORIES OF COURSES RELATED TO ALGORITHMIC TRADING, QUANTITATIVE FINANCE, INVESTING, AND FINANCIAL MARKETS

Design your own trading strategy – Culminating Project | Indian School of Business | Coursera

In the culminating project, you will develop new trading strategies, evaluate them using the tools learned in the course, integrate them with the existing portfolio and also develop a plan to start a hedge fund.

LEARN MORE

Trading Algorithms | Indian School of Business | Coursera

This course covers two of the seven trading strategies that work in emerging markets. The seven include strategies based on momentum, momentum crashes, price reversal, persistence of earnings, quality of earnings, underlying business growth, behavioral biases and textual analysis of business reports about the company.

LEARN MORE

Advanced Trading Algorithms | Indian School of Business | Coursera

This course will provide back test results for all the strategies in developed and emerging markets. The learner will also be taught scientific ways of back testing without succumbing to either look ahead (or) survival bias.

LEARN MORE

Trading Basics | Indian School of Business | Coursera

The purpose of this course is to equip you with the knowledge required to comprehend the financial statements of a company and understand the various transactions that take place in the stock market so that you can replicate the strategies discovered by the extant academic literature.

LEARN MORE

Investments | Massachusetts Institute of Technology | MIT OpenCourseWare

This course teaches how to make sound investment decisions through in-depth knowledge of the financial markets, rigorous analytical thinking, and precise mathematical derivation.

LEARN MORE

Computational Investing  | Georgia Institute of Technology | Coursera

You will learn many of the principles and algorithms that hedge funds and investment professionals use to maximize return and reduce risk in equity portfolios.

LEARN MORE

Investment Analysis | Carnegie Mellon University | Academic Financial Trading Platform

Investment analysis develops the concepts and tools needed to analyze publicly traded securities and apply these tools to real world situations. You should sign up for free enrolment.

LEARN MORE

Analytics of Finance | Massachusetts Institute of Technology | MIT OpenCourseWare

This course covers the key quantitative methods of finance: financial econometrics and statistical inference for financial applications; dynamic optimization; Monte Carlo simulation; stochastic calculus.

LEARN MORE

Topics in Mathematics with Applications in Finance | Massachusetts Institute of Technology | MIT OpenCourseWare

The course covers the mathematical concepts and techniques used in the financial industry.

LEARN MORE

Machine Learning for Trading  | Georgia Institute of Technology | Udacity

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering to market orders.

LEARN MORE

Algorithmic Trading | Stevens Institute of Technology

This course investigates methods implemented in quantitative trading strategies with emphasis on automated trading and quantitative finance based approaches to enhance the trade-decision making mechanism.

LEARN MORE

 Electronic Trading in Financial Markets | New York Institute of Finance | EDx

Learn about technology’s impact on financial markets and the characteristics of financial instruments that are traded on electronic markets. Taught by instructors with decades of experience on Wall Street, Electronic Trading in Financial Markets is a comprehensive study of the impact of technology on financial market systems.

LEARN MORE

Financial Engineering and Risk Management, Part 1 | University of Chicago | Coursera

The emphasis of this course will be on the use of simple stochastic models to price derivative securities in various asset classes including equities, fixed income, credit and mortgage-backed securities.

LEARN MORE

Financial Engineering and Risk Management, Part 2 | University of Chicago | Coursera

The emphasis of  Part II of this course will be on the use of simple stochastic models to solve portfolio optimization problems, price derivative securities in various asset classes including equities and credit and consider some advanced applications of financial engineering including algorithmic trading and the pricing of real options.

LEARN MORE

Interest Rate Models | EPFL | Coursera

This course gives you an easy introduction to interest rates and related contracts. We will learn how to apply the basic tools duration and convexity for managing the interest rate risk of a bond portfolio. We will gain practice in estimating the term structure from market data. We will learn the basic facts from stochastic calculus that will enable you to engineer a large variety of stochastic interest rate models. In this context, we will also cover the industry standard Black and Bachelier formulas for pricing caps, floors, and swaptions.

LEARN MORE

Fundamentals of Market Structure | New York Institute of Finance | edX

Learn the basics of market structure, including key market participants and what determines a market’s development.

LEARN MORE

Financial Markets | Yale University | Coursera

In this course, Professor Robert Shiller, 2013 Nobel Prize winner in Economic Sciences, explores the topic of Financial Markets.

LEARN MORE

Global Financial Markets and Instruments | Rice University | Coursera

This course is designed to help you become an informed investor by providing you with the essential concepts for long-term success in managing money.

LEARN MORE

Understanding Financial Markets | University of Geneva | Coursera

In this course, you will learn what the main financial markets and their characteristics are as well as how they are linked to the economy

LEARN MORE

Introduction to Financial Markets | Indian School of Business | Coursera

This course is designed to help students with very little or no finance background to learn the basics of investments and general concepts of financial markets and economy.

LEARN MORE

Financial Institutions and Markets | University of Michigan | edX

Learn about the structure and design of global financial markets and institutions such as banks and credit rating agencies.

LEARN MORE

Options, Futures, and Other Derivatives | University of Toronto | Academic Financial Trading Platform

This course covers forwards, futures, swaps, and options and provides students with an understanding of how derivative products work, how they are traded, how they are used, and how they are valued. You should sign up for free enrolment.

LEARN MORE

Foreign Exchange Markets – Instruments, Risks and Derivatives | IIMB | edX

Delve into the fascinating world of Foreign Exchange Markets and Currency Derivatives as you learn the theories and practices that govern foreign exchange.

LEARN MORE

Investments I: Fundamentals of Performance Evaluation | University of Illinois | Coursera

In this course, you will learn fundamental principles of trading off risk and return, portfolio optimization, and security pricing. You will study and use risk-return models such as the Capital Asset Pricing Model (CAPM) and multi-factor models to evaluate the performance of various securities and portfolios.

LEARN MORE

Investments II: Lessons and Applications for Investors | University of Illinois | Coursera

You will study the fundamentals of investments, including the trading off of return and risk when forming a portfolio, asset pricing models such as the Capital Asset Pricing Model (CAPM) and the 3-Factor Model, and the efficient market hypothesis.

LEARN MORE

Portfolio and Risk Management | University of Geneva | Coursera

In this course, you will gain an understanding of the theory underlying optimal portfolio construction, the different ways portfolios are actually built in practice and how to measure and manage the risk of such portfolios.

LEARN MORE

Portfolio Selection and Risk Management | Rice University | Coursera

In this course, you’ll learn the basic principles underlying optimal portfolio construction, diversification, and risk management.

LEARN MORE

Investment Strategies and Portfolio Analysis | Rice University | Coursera

In this course, you will learn about latest investment strategies and performance evaluation. You will start by learning portfolio performance measures and discuss best practices in portfolio performance evaluation.

LEARN MORE

Biases and Portfolio Selection | Rice University | Coursera

In this course, you will learn how to capitalize on understanding behavioral biases and irrational behavior in financial markets.

LEARN MORE

Capstone: Build a Winning Investment Portfolio | Rice University | Coursera

By the end of the capstone project, you will have the following incorporated concepts: Analyzing multiple asset classes, Asset allocation and risk management, Current market trends, Behavioral Finance, Investment styles and strategies, Financial market innovation, Investment performance evaluation;

LEARN MORE

Creating a Portfolio | Indian School of Business | Coursera

This course integrates all the learning from the first three courses and guides the learner about ways of building a portfolio of strategies and integrating the same into a hedge fund.

Learn More

Measuring Risk: Equity, Fixed Income, Derivatives and FX | NYIF | edX

This economics and finance course is a survey of risk measures and risk measurement practices applied to individual securities and portfolios. Students will also study risk reports of publicly traded financial institutions.

LEARN MORE

Technical Analysis – A practical approach for trade entry | Udemy

Technical Analysis is a vital tool to assist in proper trade entry.

LEARN MORE

Model a Quantitative Trading Strategy in R | QuantInsti Faculty | DataCamp

This is an introductory course for beginners in R to get familiarized with a trading strategy and experience coding a technical indicator in R. You will learn technical terms associated with a trading strategy, work with data tables in R, and manipulate the input data to create trading signals and profit-and-loss columns. You will also learn about optimizing parameters.

LEARN MORE

How to work with Quandl in R | Quandl | DataCamp

In this tutorial, you will learn how to effortlessly pull any of Quandl’s data into R.

LEARN MORE

Mastering Data Analysis in Excel | Duke University | Coursera

This course teaches the concepts and mathematical methods and focuses on the two most common types of predictive model – binary classification and linear regression.

LEARN MORE

Analyzing and Visualizing Data with Excel | Microsoft | edX

You will learn how to gather and transform data from multiple sources, how to discover and combine data in data mash ups, about creating data models, exploration, analysis, and visualization of data.

LEARN MORE

Options Pricing · Interactive Brokers

The Options Pricing course is designed to familiarize traders with the variables in options pricing models.

Click Here

Options – Greeks · Interactive Brokers

The Options Greeks course is designed to familiarize traders with a set of Greek risk factors used to monitor a portfolio’s profile.

Click Here

Options – Strategies · Interactive Brokers

The Options Strategies course is designed to show how options work as a tool for hedging positions and how they can be used for speculative purposes.

Click Here

Forex Markets · Interactive Brokers

The Forex Markets course is designed to help investors recognize the nature and needs of participants in the currency market along with how various foreign currency instruments have been developed to create the largest traded market around the globe.

Click Here

Introduction to Technical Analysis · Interactive Brokers

The Technical Analysis video explains the important role of the chart analyst and how technical and fundamental analyses differ. In this introductory tour, you will learn how to identify areas of support and resistance on a chart, the role of different time frames, and how to interpret basic trend formation.

Click Here

Managing Big Data with MySQL · Duke University, Coursera

You will learn how relational databases work, and how to use entity-relationship diagrams to display the structure of the data held within them.

Click Here

Pattern Discovery in Data Mining · University of Illinois at Urbana-Champaign, Coursera

This course provides the opportunity to learn skills and content to practice and engage in scalable pattern discovery methods on massive transactional data, discuss pattern evaluation measures, and study methods for mining diverse kinds of patterns, and sub-graph patterns.

Click Here

Math, Statistics, and Optimization · MATLAB, YouTube

Some Introductions into MATLAB tools.

Click Here

Discrete Optimization | University of Melbourne | Coursera

This class teaches you how to solve complex search problems with discrete optimization concepts and algorithms, including constraint programming, local search, and mixed-integer programming.

LEARN MORE

Nasdaq Investor Tools · NASDAQ

NASDAQ offers a suite of free and premium tools that can help you make better investing decisions.

Click Here

Options Education Center · Options Institute, CBOE

These programs can help novice and advanced investors alike more effectively use options and volatility strategies to manage risk and achieve their goals.

Click Here

Options on Futures Guide · CME Group

This introductory guide will walk you through the basic fundamentals, strategy and vocabulary of CME options markets, providing a solid base of knowledge that will make you well-prepared to tackle these opportunities.

Click Here

Trading with Python · Trading with python

The course focuses on hands-on examples of real problems involved in quantitative trading.

Click Here

The R Trader Blog | Thertrader

This blog discusses the use of R in the context of systematic investment strategies.

LEARN MORE

Design your own trading strategy – Culminating Project | Indian School of Business | Coursera

In the culminating project, you will develop new trading strategies, evaluate them using the tools learned in the course, integrate them with the existing portfolio and also develop a plan to start a hedge fund.

LEARN MORE

Trading Algorithms | Indian School of Business | Coursera

This course covers two of the seven trading strategies that work in emerging markets. The seven include strategies based on momentum, momentum crashes, price reversal, persistence of earnings, quality of earnings, underlying business growth, behavioral biases and textual analysis of business reports about the company.

LEARN MORE

Advanced Trading Algorithms | Indian School of Business | Coursera

This course will provide back test results for all the strategies in developed and emerging markets. The learner will also be taught scientific ways of back testing without succumbing to either look ahead (or) survival bias.

LEARN MORE

Trading Basics | Indian School of Business | Coursera

The purpose of this course is to equip you with the knowledge required to comprehend the financial statements of a company and understand the various transactions that take place in the stock market so that you can replicate the strategies discovered by the extant academic literature.

LEARN MORE

Investments | Massachusetts Institute of Technology | MIT OpenCourseWare

This course teaches how to make sound investment decisions through in-depth knowledge of the financial markets, rigorous analytical thinking, and precise mathematical derivation.

LEARN MORE

Computational Investing  | Georgia Institute of Technology | Coursera

You will learn many of the principles and algorithms that hedge funds and investment professionals use to maximize return and reduce risk in equity portfolios.

LEARN MORE

Investment Analysis | Carnegie Mellon University | Academic Financial Trading Platform

Investment analysis develops the concepts and tools needed to analyze publicly traded securities and apply these tools to real world situations. You should sign up for free enrolment.

LEARN MORE

Analytics of Finance | Massachusetts Institute of Technology | MIT OpenCourseWare

This course covers the key quantitative methods of finance: financial econometrics and statistical inference for financial applications; dynamic optimization; Monte Carlo simulation; stochastic calculus.

LEARN MORE

Topics in Mathematics with Applications in Finance | Massachusetts Institute of Technology | MIT OpenCourseWare

The course covers the mathematical concepts and techniques used in the financial industry.

LEARN MORE

Machine Learning for Trading  | Georgia Institute of Technology | Udacity

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering to market orders.

LEARN MORE

Algorithmic Trading | Stevens Institute of Technology

This course investigates methods implemented in quantitative trading strategies with emphasis on automated trading and quantitative finance based approaches to enhance the trade-decision making mechanism.

LEARN MORE

 Electronic Trading in Financial Markets | New York Institute of Finance | EDx

Learn about technology’s impact on financial markets and the characteristics of financial instruments that are traded on electronic markets. Taught by instructors with decades of experience on Wall Street, Electronic Trading in Financial Markets is a comprehensive study of the impact of technology on financial market systems.

LEARN MORE

Financial Engineering and Risk Management, Part 1 | University of Chicago | Coursera

The emphasis of this course will be on the use of simple stochastic models to price derivative securities in various asset classes including equities, fixed income, credit and mortgage-backed securities.

LEARN MORE

Financial Engineering and Risk Management, Part 2 | University of Chicago | Coursera

The emphasis of  Part II of this course will be on the use of simple stochastic models to solve portfolio optimization problems, price derivative securities in various asset classes including equities and credit and consider some advanced applications of financial engineering including algorithmic trading and the pricing of real options.

LEARN MORE

Interest Rate Models | EPFL | Coursera

This course gives you an easy introduction to interest rates and related contracts. We will learn how to apply the basic tools duration and convexity for managing the interest rate risk of a bond portfolio. We will gain practice in estimating the term structure from market data. We will learn the basic facts from stochastic calculus that will enable you to engineer a large variety of stochastic interest rate models. In this context, we will also cover the industry standard Black and Bachelier formulas for pricing caps, floors, and swaptions.

LEARN MORE

Fundamentals of Market Structure | New York Institute of Finance | edX

Learn the basics of market structure, including key market participants and what determines a market’s development.

LEARN MORE

Financial Markets | Yale University | Coursera

In this course, Professor Robert Shiller, 2013 Nobel Prize winner in Economic Sciences, explores the topic of Financial Markets.

LEARN MORE

Global Financial Markets and Instruments | Rice University | Coursera

This course is designed to help you become an informed investor by providing you with the essential concepts for long-term success in managing money.

LEARN MORE

Understanding Financial Markets | University of Geneva | Coursera

In this course, you will learn what the main financial markets and their characteristics are as well as how they are linked to the economy

LEARN MORE

Introduction to Financial Markets | Indian School of Business | Coursera

This course is designed to help students with very little or no finance background to learn the basics of investments and general concepts of financial markets and economy.

LEARN MORE

Financial Institutions and Markets | University of Michigan | edX

Learn about the structure and design of global financial markets and institutions such as banks and credit rating agencies.

LEARN MORE

Options, Futures, and Other Derivatives | University of Toronto | Academic Financial Trading Platform

This course covers forwards, futures, swaps, and options and provides students with an understanding of how derivative products work, how they are traded, how they are used, and how they are valued. You should sign up for free enrolment.

LEARN MORE

Foreign Exchange Markets – Instruments, Risks and Derivatives | IIMB | edX

Delve into the fascinating world of Foreign Exchange Markets and Currency Derivatives as you learn the theories and practices that govern foreign exchange.

LEARN MORE

Investments I: Fundamentals of Performance Evaluation | University of Illinois | Coursera

In this course, you will learn fundamental principles of trading off risk and return, portfolio optimization, and security pricing. You will study and use risk-return models such as the Capital Asset Pricing Model (CAPM) and multi-factor models to evaluate the performance of various securities and portfolios.

LEARN MORE

Investments II: Lessons and Applications for Investors | University of Illinois | Coursera

You will study the fundamentals of investments, including the trading off of return and risk when forming a portfolio, asset pricing models such as the Capital Asset Pricing Model (CAPM) and the 3-Factor Model, and the efficient market hypothesis.

LEARN MORE

Portfolio and Risk Management | University of Geneva | Coursera

In this course, you will gain an understanding of the theory underlying optimal portfolio construction, the different ways portfolios are actually built in practice and how to measure and manage the risk of such portfolios.

LEARN MORE

Portfolio Selection and Risk Management | Rice University | Coursera

In this course, you’ll learn the basic principles underlying optimal portfolio construction, diversification, and risk management.

LEARN MORE

Investment Strategies and Portfolio Analysis | Rice University | Coursera

In this course, you will learn about latest investment strategies and performance evaluation. You will start by learning portfolio performance measures and discuss best practices in portfolio performance evaluation.

LEARN MORE

Biases and Portfolio Selection | Rice University | Coursera

In this course, you will learn how to capitalize on understanding behavioral biases and irrational behavior in financial markets.

LEARN MORE

Capstone: Build a Winning Investment Portfolio | Rice University | Coursera

By the end of the capstone project, you will have the following incorporated concepts: Analyzing multiple asset classes, Asset allocation and risk management, Current market trends, Behavioral Finance, Investment styles and strategies, Financial market innovation, Investment performance evaluation;

LEARN MORE

Creating a Portfolio | Indian School of Business | Coursera

This course integrates all the learning from the first three courses and guides the learner about ways of building a portfolio of strategies and integrating the same into a hedge fund.

Learn More

Measuring Risk: Equity, Fixed Income, Derivatives and FX | NYIF | edX

This economics and finance course is a survey of risk measures and risk measurement practices applied to individual securities and portfolios. Students will also study risk reports of publicly traded financial institutions.

LEARN MORE

Technical Analysis – A practical approach for trade entry | Udemy

Technical Analysis is a vital tool to assist in proper trade entry.

LEARN MORE

Model a Quantitative Trading Strategy in R | QuantInsti Faculty | DataCamp

This is an introductory course for beginners in R to get familiarized with a trading strategy and experience coding a technical indicator in R. You will learn technical terms associated with a trading strategy, work with data tables in R, and manipulate the input data to create trading signals and profit-and-loss columns. You will also learn about optimizing parameters.

LEARN MORE

How to work with Quandl in R | Quandl | DataCamp

In this tutorial, you will learn how to effortlessly pull any of Quandl’s data into R.

LEARN MORE

Mastering Data Analysis in Excel | Duke University | Coursera

This course teaches the concepts and mathematical methods and focuses on the two most common types of predictive model – binary classification and linear regression.

LEARN MORE

Analyzing and Visualizing Data with Excel | Microsoft | edX

You will learn how to gather and transform data from multiple sources, how to discover and combine data in data mash ups, about creating data models, exploration, analysis, and visualization of data.

LEARN MORE

Options Pricing · Interactive Brokers

The Options Pricing course is designed to familiarize traders with the variables in options pricing models.

Click Here

Options – Greeks · Interactive Brokers

The Options Greeks course is designed to familiarize traders with a set of Greek risk factors used to monitor a portfolio’s profile.

Click Here

Options – Strategies · Interactive Brokers

The Options Strategies course is designed to show how options work as a tool for hedging positions and how they can be used for speculative purposes.

Click Here

Forex Markets · Interactive Brokers

The Forex Markets course is designed to help investors recognize the nature and needs of participants in the currency market along with how various foreign currency instruments have been developed to create the largest traded market around the globe.

Click Here

Introduction to Technical Analysis · Interactive Brokers

The Technical Analysis video explains the important role of the chart analyst and how technical and fundamental analyses differ. In this introductory tour, you will learn how to identify areas of support and resistance on a chart, the role of different time frames, and how to interpret basic trend formation.

Click Here

Managing Big Data with MySQL · Duke University, Coursera

You will learn how relational databases work, and how to use entity-relationship diagrams to display the structure of the data held within them.

Click Here

Pattern Discovery in Data Mining · University of Illinois at Urbana-Champaign, Coursera

This course provides the opportunity to learn skills and content to practice and engage in scalable pattern discovery methods on massive transactional data, discuss pattern evaluation measures, and study methods for mining diverse kinds of patterns, and sub-graph patterns.

Click Here

Math, Statistics, and Optimization · MATLAB, YouTube

Some Introductions into MATLAB tools.

Click Here

Discrete Optimization | University of Melbourne | Coursera

This class teaches you how to solve complex search problems with discrete optimization concepts and algorithms, including constraint programming, local search, and mixed-integer programming.

LEARN MORE

Nasdaq Investor Tools · NASDAQ

NASDAQ offers a suite of free and premium tools that can help you make better investing decisions.

Click Here

Options Education Center · Options Institute, CBOE

These programs can help novice and advanced investors alike more effectively use options and volatility strategies to manage risk and achieve their goals.

Click Here

Options on Futures Guide · CME Group

This introductory guide will walk you through the basic fundamentals, strategy and vocabulary of CME options markets, providing a solid base of knowledge that will make you well-prepared to tackle these opportunities.

Click Here

Trading with Python · Trading with python

The course focuses on hands-on examples of real problems involved in quantitative trading.

Click Here

The R Trader Blog | Thertrader

This blog discusses the use of R in the context of systematic investment strategies.

LEARN MORE

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