Open in app

Sign In

Write

Sign In

Vignesh Madanan
Vignesh Madanan

22 Followers

Home

About

Nov 23, 2020

A Simple Introduction to Python’s Collections module

The collection module in python is one of the most underrated modules of python. It can be pretty handy when dealing with iterable data. Introduction Collection module includes many container datatypes. In this post lets learn these data types and its capabilities. counter deque namedtuple OrderedDict Counter A Counter is an unordered…

Python

3 min read

A Simple Introduction to Python’s Collections module
A Simple Introduction to Python’s Collections module
Python

3 min read


Jun 29, 2019

Map, Filter, Reduce and Zip in Python

A 2 minute read on sequence processing functions for clean programming. Map, filter, reduce and zip are sequence processing functions, heavily used in functional programming. This saves you from writing an explicit loop like while or for. The map and filter function each apply some function to a sequence to…

Functional Programming

2 min read

Map, Filter, Reduce and Zip in Python
Map, Filter, Reduce and Zip in Python
Functional Programming

2 min read


May 17, 2019

Ensemble Learning Explained! Part 2

This is a two-part article on Ensemble Learning. The first part is linked here. This article is going to focus on the algorithm based on Bagging and Boosting Algorithms based on Bagging Bagging or Bootstrap Aggeregation is an ensmeble technique where the goal is to reduce the variance of a decision trees. The idea…

Machine Learning

5 min read

Ensemble Learning Explained! Part 2
Ensemble Learning Explained! Part 2
Machine Learning

5 min read


May 14, 2019

Linear regression basics and Regularisation Methods

Complete guide to all the regressions, Ridge, Lasso and Elastic Net Regression Linear Regression Linear regression is the simplest and most widely used statistical technique for predictive modeling. It basically gives us an equation, where we have our features as independent variables, on which our target variable is dependent upon. Here Y…

Machine Learning

10 min read

Linear Regression Basics and Regularization Methods
Linear Regression Basics and Regularization Methods
Machine Learning

10 min read


May 8, 2019

Ensemble Learning Explained! Part 1

Ensemble Modelling is a great way to improve the performance of a model. It uses multiple models for the prediction. This is a two-part post, Part 2 will be uploaded soon. What is Ensemble Learning? Basically, an ensemble is a supervised learning technique for combining multiple weak learners or models to produce a strong…

Machine Learning

3 min read

Ensemble Learning Explained! Part 1
Ensemble Learning Explained! Part 1
Machine Learning

3 min read


Apr 30, 2019

Statistics Basic Terminology

These are few basic terminologies for Population — Population is any large collection of objects or data e.g Students, Cars, etc. about which information is desired Parameter — it is any summary number or metric e.g. median, mean, percentage, etc that describes any Population Sample — a sample is a representative group of a Population Statistic — it is any summary number or metric e.g. median, mean, percentage, etc that describes any Sample

Data Science

1 min read

Data Science

1 min read

Vignesh Madanan

Vignesh Madanan

22 Followers

Tech | Data Science | Machine Learning

Following
  • Tim Denning

    Tim Denning

  • OpenMMLab

    OpenMMLab

  • Qiskit

    Qiskit

  • Meta Heuristic

    Meta Heuristic

  • Netflix Technology Blog

    Netflix Technology Blog

Help

Status

Writers

Blog

Careers

Privacy

Terms

About

Text to speech