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Must Know Mathematical Measures For Every Data Scientist
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Must Know Mathematical Measures For Every Data Scientist
There are a large number of mathematical measures that every data scientist needs to be aware of. This article outlines the must-know…
Farhad Malik
Oct 14
What Are Artificial Neural Networks?
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What Are Artificial Neural Networks?
This article introduces readers to the concept of neural networks. Aim is to present all of the fundamental concepts of neural networks so…
Farhad Malik
Oct 8
Unsupervised Machine Learning: Clustering and K-Means
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Unsupervised Machine Learning: Clustering and K-Means
In this article, I want to explain how clustering works in unsupervised machine learning. In particular, I want to focus on K-Means…
Farhad Malik
Oct 7
Unsupervised Machine Learning: Events Management
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Unsupervised Machine Learning: Events Management
Planning, managing and organising events is a big part of our life.
Farhad Malik
Oct 1
Forecasting Exchange Rates Using ARIMA In Python
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Forecasting Exchange Rates Using ARIMA In Python
Nearly all sectors use time series data to forecast future time points. Forecasting future can assist analysts and management in making…
Farhad Malik
Sep 29
How Should I Compare Countries?
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How Should I Compare Countries?
I remember a couple of years ago I met one of friends for dinner. We started discussing latest news and the conversation diverted towards…
Farhad Malik
Sep 27
Understanding Bond Risk
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Understanding Bond Risk
In my article “Understanding Bonds”, I explained what bonds are and how their price is calculated. I will provide an overview of risk…
Farhad Malik
Sep 22
Understanding Auto Regressive Moving Average Model — ARIMA
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Understanding Auto Regressive Moving Average Model — ARIMA
In my article “How Do I Predict Time Series?”, I provided an overview of time series analysis. Core of the article focused on the concept…
Farhad Malik
Sep 19
Supervised Machine Learning: Regression Vs Classification
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Supervised Machine Learning: Regression Vs Classification
In this article, I will explain the key differences between regression and classification supervised machine learning algorithms. It is…
Farhad Malik
Sep 6
Machine Learning Algorithms Comparison
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Machine Learning Algorithms Comparison
There are a large number of Machine Learning (ML) algorithms available. In this article, I am going to describe and outline pro and cons of…
Farhad Malik
Aug 27
Best way To Learn Finance? Understand Market Data
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Best way To Learn Finance? Understand Market Data
Financial institutions consume market data on continuous basis to value their portfolios. As human body cannot function without blood…
Farhad Malik
Aug 11
What is an Interest Rate Swap?
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What is an Interest Rate Swap?
In my article “What Are Derivative Products?”, I outlined basics of derivative transactions. In this article, I will focus on a specific…
Farhad Malik
Aug 1
Python From Scratch
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Python From Scratch
Python is one of the most popular programming language for data analysis and Machine Learning. Additionally a large number of packages are…
Farhad Malik
Jul 23
Mistakes And Famous Financial Disasters
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Mistakes And Famous Financial Disasters
This article highlights famous financial disasters, why they occurred and what we can learn from them. This is also a common FRM Exam…
Farhad Malik
Jul 20
Template Software Design Pattern
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Template Software Design Pattern
Implementing algorithms in code is a common task of a software developer. Algorithms are instructions or steps which need to be performed…
Farhad Malik
Jul 19
Statistical Hypothesis Testing
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Statistical Hypothesis Testing
Test statistics (including p-value) is a must-know concept in finance and data science. Process of test statistics can be used to help us…
Farhad Malik
Jul 19
Hypothesis Analysis Explained
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Hypothesis Analysis Explained
Hypothesis analysis is a widely known concept and is used extensively by researchers, statisticians and quantitative analysts. It allows…
Farhad Malik
Jul 19
Decorator Software Design Pattern
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Decorator Software Design Pattern
Decorator design pattern is used to decorate or extend an object’s responsibilities at run time or statically without changing its…
Farhad Malik
Jul 19
Options & Trading Strategies
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Options & Trading Strategies
Options are one of the most important financial derivative contracts. In my article “What Are Derivative Products?”, I explained the basics…
Farhad Malik
Jul 19
Builder Software Design Pattern
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Builder Software Design Pattern
Builder design pattern is used to build complex objects (usually a composite) by separating the construction of a complex object from its…
Farhad Malik
Jul 19
Understanding Bonds
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Understanding Bonds
Bonds are fixed income products. They provide a regular income for a fixed period of time. Furthermore, bonds are one of the simplest…
Farhad Malik
Jul 19
Strategy Software Design Pattern
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Strategy Software Design Pattern
Strategy design pattern is one of the simplest design patterns to understand. It is one of the most famous behavioral software design…
Farhad Malik
Jul 19
What Are Derivative Products?
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What Are Derivative Products?
Derivatives are one of the most widely traded instruments in financial world. Value of a derivative transaction is derived from the value…
Farhad Malik
Jul 19
How Do I Predict Time Series?
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How Do I Predict Time Series?
Forecasting, modelling and predicting time series is increasingly becoming popular in a number of fields. Time series prediction is all…
Farhad Malik
Jul 19
Machine Learning In 8 Minutes
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Machine Learning In 8 Minutes
Machine learning is the present and the future. All technologists, data scientists and financial experts can benefit from Machine Learning.
Farhad Malik
Jul 19
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