Skip to content
September 28, 2023
Latest:
  • Linear Programming using Pyomo
  • Networking and Professional Development for Machine Learning Careers in the USA
  • Predicting Employee Churn in Python
  • Airflow Operators
  • MLOps Tutorial
Machine Learning Geek

Machine Learning Geek

Boost Your Machine Learning Knowledge

  • Machine Learning
  • Interview
  • NLP
  • Python
  • Statistics
  • Optimization Techniques
  • Big Data
  • Books

Author: Avinash Navlani

Optimization Techniques Python 

Linear Programming using Pyomo

September 10, 2023September 10, 2023 Avinash Navlani Linear Programming, operations research, production planning, python

Learn how to use Pyomo Packare to solve linear programming problems. In recent years, with the increase of data and

Read more
Business Analytics Machine Learning 

Predicting Employee Churn in Python

March 24, 2023March 24, 2023 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

Read more
Big Data Data Engineering 

Airflow Operators

February 26, 2023February 26, 2023 Avinash Navlani Apache Airflow, BashOperator, data engineering, PythonOperator

Airflow operators are core components of any workflow defined in airflow. The operator represents a single task that runs independently

Read more
MLOps 

MLOps Tutorial

February 12, 2023 Avinash Navlani devops, Machine learning, mlops, mlops tools

Machine Learning Operations (MLOps) is a multi-disciplinary field that combines machine learning and software development lifecycle. It is an overlap

Read more
Python 

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,

Read more
Python 

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

Read more
Python 

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,

Read more
Big Data Interview 

Big Data Interview Questions and Answers

November 26, 2022November 26, 2022 Avinash Navlani big data, hadoop, hadoop big data, interview, interview questions

Top 20 frequently asked Big Data interview questions and answers for freshers and experienced Data Engineers, ETL engineers, Data Scientists,

Read more
Machine Learning 

Explain Machine Learning Model using SHAP

November 20, 2022November 20, 2022 Avinash Navlani Machine learning, model explainability, model interpretability, SHAP

Learn SHAP tool to understand feature contribution in prediction model. Most of the Machine Learning and Neural Network models are

Read more
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

Read more
  • ← Previous

Latest Posts

  • Linear Programming using Pyomo
  • Networking and Professional Development for Machine Learning Careers in the USA
  • Predicting Employee Churn in Python
  • Airflow Operators
  • MLOps Tutorial
  • Python Decorators
  • Python Generators
  • Python Iterators Examples
  • Big Data Interview Questions and Answers
  • Explain Machine Learning Model using SHAP

About Us


We love Data Science and we are here to provide you Knowledge on Machine Learning, Text Analytics, NLP, Statistics, Python, and Big Data. We focus on simple, elegant, and easy to learn tutorials.

Resources

  • AWS
  • Big Data
  • Business Analytics
  • Data Engineering
  • Deep Learning
  • Essentials Skills
  • Interview
  • Julia
  • Machine Learning
  • Mathematics
  • MLOps
  • NLP
  • Optimization Techniques
  • Python
    • pandas
  • Recommender System
  • Statistics
  • Text Analytics

Archives

  • September 2023
  • July 2023
  • March 2023
  • February 2023
  • January 2023
  • November 2022
  • June 2022
  • May 2022
  • April 2022
  • March 2022
  • February 2022
  • January 2022
  • December 2021
  • September 2021
  • July 2021
  • June 2021
  • May 2021
  • April 2021
  • March 2021
  • February 2021
  • January 2021
  • December 2020
  • November 2020
  • October 2020
  • September 2020

Data Science Deals

  • DataCamp
  • UpGrad
  • Edureka Data Science
  • Dataquest
Copyright © 2023 Machine Learning Geek. All rights reserved.
Theme: ColorMag by ThemeGrill. Powered by WordPress.