## Blog Post Tag - Machine Learning

# 8 posts tagged with "Machine Learning"

### YOLO-v4 Object Detector

#### Object detection is useful for understanding what's in an image, describing both what is in an image and where those objects are found. In…

July 5th 2020#### Deep Learning, Machine Learning, Review

### Evaluating Comet for Managing Pytorch Based Deep Learning Experiments

#### Managing multiple research experiments at a time can be overwhelming. The same applies to deep learning research as well. Beyond the usual…

April 20th 2019#### Deep Learning, Machine Learning

### 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

### Understanding Support Vector Machine via Examples

#### In the previous post on Support Vector Machines (SVM) , we looked at the mathematical details of the algorithm. In this post, I will be…

July 8th 2017#### Machine Learning

### 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