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Author: Avinash Navlani

Mathematics Optimization Techniques Python 

Solving Cargo Loading Problem using Integer Programming in Python

February 3, 2022April 30, 2022 Avinash Navlani cargo loading problem, integer programming, knapsack problem, Linear Programming, PuLP, python

Learn how to use Python PuLP to solve Cargo loading problems and Knapsack Problems using Integer Programming. Linear programming deals

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Mathematics Optimization Techniques Python 

Solving Staff Scheduling Problem using Linear Programming

January 27, 2022April 30, 2022 Avinash Navlani Linear Programming, Optimization Techniques, PuLP, python, Staff Scheduling

Learn how to use Linear Programming to solve Staff Scheduling problems. As Senior operation manager, your job is to optimize

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Mathematics Optimization Techniques Python 

Solving Linear Programming using Python PuLP

January 20, 2022April 30, 2022 Avinash Navlani Linear Programming, Optimization Techniques, PuLP, python

Learn how to use Python PuLP to solve linear programming problems. As Senior operation manager, your job is to optimize

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Business Analytics Machine Learning Recommender System 

Spotify Song Recommender System in Python

January 13, 2022May 20, 2022 Avinash Navlani music recommender system, python, recommender system, song recommender system, spotify songs

Build a Song Recommender System using Content-Based Filtering in Python. With the rapid growth in online and mobile platforms, lots

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Business Analytics Machine Learning NLP Recommender System 

Building Movie Recommender System using Text Similarity

January 6, 2022May 20, 2022 Avinash Navlani content-based recommender system, movie recommender system, python, recommender system, Text Analytics

In this tutorial, we will focus on the movie recommender system using the NLP technique. With the dawn of the

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Business Analytics Machine Learning Recommender System 

Book Recommender System using KNN

December 28, 2021May 20, 2022 Avinash Navlani book recommender system, knearestneighbor, knn, Machine learning, recommender system

In this world of the internet, information is generating and growing rapidly. This huge amount of information will create information

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NLP Text Analytics 

Explore Python Gensim Library For NLP

December 16, 2021April 30, 2022 Avinash Navlani doc2vec, fasttext, Gensim, glove, Text Analytics, word2vec

In this tutorial, we will focus on the Gensim Python library for text analysis. Gensim is an acronym for Generate

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NLP Text Analytics 

Analyzing Sentiments of Restaurant Reviews

September 30, 2021May 20, 2022 Avinash Navlani naive bayes classification, restaurant review, sentiment analysis, text classificaiton, wordcloud

Perform sentiment analysis on restaurant review dataset. The online presence of restaurants gives them chance to reach more and more

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NLP Text Analytics 

Text Analytics for Beginners using Python NLTK

September 23, 2021April 30, 2022 Avinash Navlani Machine learning, natural language processing, nltk, python, Text Analytics

Learn how to analyze text using NLTK. In today’s area of the internet and online services, data is generating at

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Big Data 

Apache Sqoop

July 26, 2021April 30, 2022 Avinash Navlani apache sqoop, big data, hadoop, hadoop big data, sqoop

In this tutorial, we will focus on the data ingestion tool Apache Sqoop for processing big data. Most of the

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  • Apache Airflow: A Workflow Management Platform
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  • Solving Balanced Diet Problem in Python using PuLP
  • Transshipment Problem in Python Using PuLP
  • Solving Assignment Problem using Linear Programming in Python

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