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 2020Deep 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 2019Deep 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 2018Machine 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 2018Deep 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 2017Machine 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 2017Machine 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 2017Machine 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 2016Algorithms, Machine Learning