Python – Machine Learning Geek

Python Decorators

February 11, 2023February 11, 2023 Avinash Navlani python, python decorators, python real-life examples, Python-Functions

In Python, a decorator is any callable Python object used to modify a class or function. It takes a function,

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,

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

Mathematics Optimization Techniques Python

Transshipment Problem in Python Using PuLP

March 3, 2022April 30, 2022 Avinash Navlani Linear Programming, Optimization Techniques, PuLP, python, transportation problem, transshipment problem

Learn how to use Python PuLP to solve transshipment problems using Linear Programming. In case of transportation problems, we ship

Mathematics Optimization Techniques Python

Solving Assignment Problem using Linear Programming in Python

February 24, 2022April 30, 2022 Avinash Navlani assignment problem, Linear Programming, Optimization Techniques, PuLP, python

Learn how to use Python PuLP to solve Assignment problems using Linear Programming. In earlier articles, we have seen various

Mathematics Optimization Techniques Python

Solving Blending Problem in Python using Gurobi

February 17, 2022April 30, 2022 Avinash Navlani blending problem, gurobi, Linear Programming, Optimization Techniques, python

Learn how to use Python Gurobi to solve the blending problems using Linear Programming. A blending problem is very similar

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