python – Machine Learning Geek

Python Generators

January 2, 2023January 1, 2023 Avinash Navlani python, python generator

Generators are just like functions with one difference being that using yield instead of the return statement. Generators are memory-efficient

Python Iterators Examples

January 1, 2023January 1, 2023 Avinash Navlani python, python iterator, python iterator example

Iterators are objects that can be used to iterate all the items in iterable objects such as Lists, Tuples, Dictionaries,

Business Analytics Machine Learning

Predicting Employee Churn in Python

November 20, 2022November 26, 2022 Avinash Navlani business analytics, churn analysis, classification, employee churn, hr analytics, python

Analyze employee churn, Why employees are leaving the company, and How to predict, who will leave the company? In the

NLP Text Analytics

Text Clustering: Grouping News Articles in Python

June 9, 2022June 2, 2022 Avinash Navlani python, Text Analytics, Text Clustering, text mining

Learn how to cluster news documents using Text Clustering. In this age of information, human activities produce lots of data

Big Data Data Engineering

Apache Airflow: A Workflow Management Platform

June 2, 2022June 1, 2022 Avinash Navlani Apache Airflow, data engineering, python, workflow management

Apache Airflow is a workflow management platform that schedules and monitors the data pipelines. We can also describe airflow as

Recurrent Neural Networks

May 5, 2022April 30, 2022 Tanisha Yadav 0 Comments Articifial neural network, Deep Learning, neural network, python, Recurrent neural network, RNN

Recurrent Neural Networks are special kinds of deep learning networks that were meant specially for dealing with sequence modeling problems.

Deep Learning Python

Understanding Convolutional Neural Network (CNN) using Python

April 19, 2022April 30, 2022 Tanisha Yadav cnn, convolutional neural network, Deep Learning, keras, python, tensorflow

Learn the basics of the CNN model and perform image classification using Tensorflow and Keras. Convolutional Neural Networks use filters

Mathematics Optimization Techniques Python

Sensitivity Analysis in Python

March 24, 2022April 30, 2022 Avinash Navlani Linear Programming, operation research, Optimization Techniques, PuLP, python, Sensitivity analysis

Learn Sensitivity Analysis using Python and why it is important for Decision Makers to interpret the model. In today’s world,

Mathematics Optimization Techniques Python

Solving Multi-Period Production Scheduling Problem in Python using PuLP

March 17, 2022April 30, 2022 Avinash Navlani Linear Programming, operation research, Optimization Techniques, PuLP, python

Learn how to use Python PuLP to solve the Multi-Period Production Scheduling Problem using Linear Programming. Manufacturing companies face the

Mathematics Optimization Techniques Python

Solving Balanced Diet Problem in Python using PuLP

March 10, 2022April 30, 2022 Avinash Navlani balanced diet problem, Linear Programming, operation research, Optimization Techniques, PuLP, python

Learn how to use Python PuLP to solve the Balanced Diet Problem using Linear Programming. A proper diet is essential

← Previous