Faisal Shehzad – Medium

Faisal Shehzad

Faisal Shehzad

1: What is a variable, value, continuous variable, discrete variable

In order to use the statistics, we need to understand the data, which come in amazing forms. Each form of data gives us a unique type of…

Jan 5

1: What is a variable, value, continuous variable, discrete variable

Jan 5

Faisal Shehzad

Statistics

Statistics include the understanding of numbers and figures, for examples

Jan 5

Jan 5

Faisal Shehzad

Analysis of Coveo Challenge Dataset

Here, will conduct the analysis regarding the ⅛ latest fraction of the Convo dataset because the complete dataset contains a large number…

Aug 18, 2023

Aug 18, 2023

Faisal Shehzad

Dice coefficient — Content representation and content similarity

The simplest way to describe the catalog of items is by maintaining each item’s attributes (also known as characteristics, attributes, and…

Jul 27, 2023

Dice coefficient — Content representation and content similarity

Jul 27, 2023

Faisal Shehzad

Blog-2: Similar Item Recommendations

The goal of this blog is to experiment with different strategies to generate recommendations for similar items. The movie domain (MovieLens…

Jul 23, 2023

Jul 23, 2023

Faisal Shehzad

Content‐based recommender

Implement a popularity‐aware content‐based recommendation technique.

Jul 23, 2023

Jul 23, 2023

Faisal Shehzad

Recommender systems

We are going to start a series where we design recommender systems using statistical, machine learning, and deep learning methods. This…

Jul 22, 2023

Jul 22, 2023

Faisal Shehzad

Session-based Recommender Systems

In this series, we work on session-based modeling by simple kNN methods and deep learning models. In stage 1, we focus on kNN methods and…

Jan 29, 2023

Session-based Recommender Systems

Jan 29, 2023

Faisal Shehzad

Evaluation metrics for session-based modeling

One of the key challenges when developing a recommendation engine is how to evaluate it. So, we know its positive impacts on stakeholders…

Jan 29, 2023

Jan 29, 2023

Faisal Shehzad

Tokenization, Stemming Lemmatization

NLTK is a library, which is used to perform analysis on natural language processing that is also known as NLP. It provides multiple…

May 18, 2022

Tokenization, Stemming Lemmatization

May 18, 2022

Faisal Shehzad

Faisal Shehzad

Faisal Shehzad is working as a researcher at the University of Klagenfurt, Austria, and doing a doctorate degree from the same university.

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