Everything I've posted.
My Arch Linux Setup with GNOME 3Posted on:November 25, 2017 at 12:00 AM
GNOME, originally an acronym for GNU Network Object Model Environment, is a free and open-source desktop environment for Linux and other Unix-like operating systems.
Sublime Text SetupPosted on:November 10, 2017 at 12:00 AM
Sublime Text is a shareware text and source code editor available for Windows, macOS, and Linux. It natively supports many programming languages and markup languages.
Understanding Boosted Trees ModelsPosted on:August 31, 2017 at 12:00 AM
The Boosted Trees Model is a type of additive model that makes predictions by combining decisions from a sequence of base models. Gradient Boosted Machine (GBM) is one of the most effective machine learning models for predictive analytics, making it an industrial workhorse for machine learning.
Machine Learning, Algorithms
A Practical Guide to Tree Based Learning AlgorithmsPosted on:July 22, 2017 at 12:00 AM
Tree-based models use a decision tree to represent how different input variables can be used to predict a target value. Machine learning uses tree-based models for both classification and regression problems.
Machine Learning, Algorithms
Understanding Support Vector Machine via ExamplesPosted on:July 8, 2017 at 03:00 PM
In the last post on SVM, we looked at the mathematical details of the algorithm. In this post, I will be discussing the practical implementations of SVM for classification as well as regression.
Switching to Hugo from NikolaPosted on:June 23, 2017 at 12:00 AM
Nikola is a static site and blog generator based on Python. However, Hugo is one of the most popular open-source static site generators. With its amazing speed and flexibility, Hugo makes building websites fun again!
An Overview of Descriptive StatisticsPosted on:June 11, 2017 at 12:00 AM
A descriptive statistic is a summary statistic that quantitatively describes or summarizes features from a collection of information, while descriptive statistics is the process of using and analysing those statistics.
My Arch Linux Setup with Plasma 5Posted on:June 5, 2017 at 10:00 AM
Updated guide for installing Arch Linux with Plasma 5...
Support Vector MachinesPosted on:November 11, 2016 at 01:00 PM
In machine learning, support vector machines are supervised learning models with associated learning algorithms that analyze data for classification and regression analysis. In this post, we will go over mathematical details of SVM models.
Algorithms, Machine Learning
Carrot Halwa RecipePosted on:August 8, 2015 at 12:00 AM
Gajar ka halwa, also known as gajorer halua, gajrela, gajar pak, and carrot halwa is a carrot-based sweet dessert pudding made by placing grated carrots in a pot containing a specific amount of water, milk and sugar, cardamom and then cooking while stirring regularly.
Moore's Law and Algorithms - Case of Fibonacci NumbersPosted on:July 12, 2015 at 12:00 AM
The world of computers is moving fast. While going through some materials on algorithms, I have come across an interesting discussion -enhancements in hardware (cpu) vis-a-vis algorithms. One side of the coin is the hardware - the speed of computers, while the other is of algorithms...
Plasma 5 Installation on Arch LinuxPosted on:June 22, 2015 at 11:00 AM
KDE Plasma 5 is the fifth and current generation of the graphical workspaces environment created by KDE primarily for Linux systems. In this guide, we will go over its installation in Arch Linux.