Tag:algorithms
All the articles with the tag "algorithms".
An Overview of Linear Regression Models
Posted on:December 24, 2018 at 12:00 AMLinear regression attempts to model the relationship between two variables by fitting a linear equation to observed data.
Machine Learning, Algorithms
A Practical guide to Autoencoders using Keras
Posted on:April 26, 2018 at 12:00 AMAn autoencoder is a type of artificial neural network used to learn efficient codings of unlabeled data. An autoencoder learns two functions: an encoding function that transforms the input data, and a decoding function that recreates the input data from the encoded representation.
Deep Learning, Algorithms
Understanding Boosted Trees Models
Posted on:August 31, 2017 at 12:00 AMThe 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 Algorithms
Posted on:July 22, 2017 at 12:00 AMTree-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
An Overview of Descriptive Statistics
Posted on:June 11, 2017 at 12:00 AMA 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.
Algorithms, Statistics
Support Vector Machines
Posted on:November 11, 2016 at 01:00 PMIn 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
Moore's Law and Algorithms - Case of Fibonacci Numbers
Posted on:July 12, 2015 at 12:00 AMThe 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...
Algorithms
Two Simple Math Puzzles: Prime Numbers and Shortest Path
Posted on:June 20, 2015 at 12:00 AMTwo simple maths puzzles! In the first problem we prove a well known property of prime numbers. In the second one, we are just trying to get shortest path on a chess board.
Algorithms
Shortest Non-repeating Substring
Posted on:January 27, 2015 at 12:00 AMGiven an alphanumeric string, find the shortest substring that occurs exactly once as av(contiguous) substring in it. Overlapping occurrences are counted as distinct. If there are several candidates of the same length, you must output all of them in the order of occurrence. The space is NOT considered as a valid non-repeating substring.
Algorithms
Puzzle 2: Consumer Transport Problem
Posted on:September 5, 2014 at 01:00 PMA simple puzzle based on algebra and arithmetics.
Algorithms
Puzzle 1: Train Speed Problem
Posted on:August 23, 2014 at 06:00 AMA simple maths problem based on middle school algebra and arithmetics.
Algorithms