## Blog Post Tag - Algorithms

# 11 posts tagged with "Algorithms"

### An Overview of Linear Regression Models

#### Modeling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables…

December 24th 2018#### Machine Learning, Algorithms

### A Practical guide to Autoencoders using Keras

#### Usually in a conventional neural network, one tries to predict a target vector y from input vectors x . In an auto-encoder network, one…

April 26th 2018#### Deep Learning, Machine Learning, Algorithms

### Understanding Boosted Trees Models

#### In the previous post , we learned about tree based learning methods - basics of tree based models and the use of bagging to reduce…

August 31st 2017#### Machine Learning, Algorithms

### A Practical Guide to Tree Based Learning Algorithms

#### Tree based learning algorithms are quite common in data science competitions . These algorithms empower predictive models with high…

July 22nd 2017#### Machine Learning, Algorithms

### An Overview of Descriptive Statistics

#### One of the first tasks involved in any data science project is to get to understand the data. This can be extremely beneficial for several…

June 11th 2017#### Algorithms, Statistics

### Support Vector Machines

#### In this post we will explore a class of machine learning methods called Support Vector Machines also known commonly as SVM . SVM is a…

November 11th 2016#### Algorithms, Machine Learning

### Moore's Law and Algorithms - Case of Fibonacci Numbers

#### The world of computers is moving fast. While going through some materials on algorithms, I have come across an interesting discussion…

July 12th 2015#### Algorithms

### Two Simple Math Puzzles: Prime Numbers and Shortest Path

#### Here are two math puzzles, solve, comment and enjoy the discussion! Puzzle 1: Prime Numbers Prove that is divisible by 24, where is a…

June 20th 2015#### Algorithms

### Shortest Non-repeating Substring

#### Given an alphanumeric string, find the shortest substring that occurs exactly once as a (contiguous) substring in it. Overlapping…

January 27th 2015#### Algorithms

### Puzzle 2: Consumer Transport Problem

#### Here is another puzzle starring a monkey, transportation and money! Short summary - avoid dealing with fools! Problem Statement The owner of…

September 5th 2014#### Algorithms

### Puzzle 1: Train Speed Problem

#### As promised in the intro post, here is the first puzzle! Problem Statement A man needs to go through a train tunnel to reach the other side…

August 23rd 2014#### Algorithms