Hamza Ansari's repositories
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.
Freecodecamp-Responsive-Web-Design-Course-Projects
Freecodecamp's Responsive Web Design course has 5 projects. These projects were tested on codepen. Here, I've included all the source code for the projects.
Freecodecamp-Scientific-Computing-with-Python-Course-Projects
Freecodecamp's Scientific Computing with Python course has 5 projects. All of these projects were written and tested on replit.
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.
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.
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.
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 the Implementation of Sklearn-Pipeline for feature engineering and model construction using ColumnTransformer.
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
Feature scaling is an important steps for certain algorithms to improve their accuracy. Learn what are those scaling techniques and how to apply them.
Handling-Missing-Data
Know about all the different techniques to handle missing data to make better ML models.
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.
WebRTC-video-call-application
Video chatting web app