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Hamza Ansari's Projects

feature-encoding-techniques icon feature-encoding-techniques

Many machine learning algorithms are good with numerical data that is why it is very essential to covert the categorical data to numerical data through feature encoding techniques.

feature-scaling icon feature-scaling

Feature scaling is an important steps for certain algorithms to improve their accuracy. Learn what are those scaling techniques and how to apply them.

interactive-analysis-web-app icon interactive-analysis-web-app

This interactive web analysis application deployed on the Heroku PAAS platform . Summer Olympics data from Kaggle has been analysed, and important conclusions have been drawn from the data.

principle-component-analysis icon principle-component-analysis

To reduce the curse of dimensionality one way is to do feature extraction, of which the PCA technique is a famous and effective one.

python-crash-course-book-solutions icon python-crash-course-book-solutions

Python Crash Course by Eric Matthes, is one of the fantastic books for learning python as a beginner. This repo has my own solution to the problems mentioned after each chapter.

recommender-system icon recommender-system

An integrated end-to-end ML model with a website that suggests books to a user based on how other users have rated the books.

static-website icon static-website

techie-just read it, a static website is build using html, css, bootstrap and hosted on live server extension on vscode. There is a preview video link mentioned in the readme which can give you an overview.

titanic-survival-prediction icon titanic-survival-prediction

[In the top 20 percent of the Kaggle competition] To predict the survival of passengers on the Titanic, a classification model was developed with theΒ  Implementation of Sklearn-Pipeline for feature engineering and model construction using ColumnTransformer.

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