Discover BALaka-18/Rainfall_Prediction

This project aims to implement basic ANPR(Automatic Number Plate Recognition system) using OpenCV and Tesseract-OCR in Python.

Implementing-Basic-ANPR

A series of notebooks on Support Vector Machine algorithm

SVM-Series

A simple web app that helped students visualize the SVM algorithm according to their choice of hyperparameter setting.

SVM_Visual_Tool

A hybrid movie recommendation system

Hybrid-Recommendation-system

A simple web app that helped students visualize the SVM algorithm according to their choice of hyperparameter setting.

SVM_Flask

python-alban

Shared. @alban

A web app that works as a movie review sentiment analyzer.

Sentiment-Analyzer-App

Coding Class Day 1 : Sum of two numbers stored in linked list using Stack data structure

Coding-Assignments-IEM-SEM-4

A sample notebook that illustrates Apache Spark's ALS recommendation algorithm.

Sample_Recommendation_Pyspark_ALS

A series of notebooks on Linear and Logistic Regression

Regression-Series

This is an implementation of the ALS algorithm under Apache Spark's mllib library, designed specifically for designing recommendation systems on implicit data, with the recent update on the regularization parameter.

implicit_rec-official

This is a phone call bot for an ambulance service. It automates the otherwise manual task of extracting basic information needed to send an ambulance, like, patient's name, address of the accident scene.

Ambulance-call-bot

A simple Flask application that uses Machine Learning to predict the species of Iris flower based on user choices of different features, like sepal length, sepal width, petal length, petal width. Also allows the user to choose between Logistic Regression and K Nearest Neighbors Classifier

ML-Web-App-Iris-Species-Predictor

Data Visualization Exercise with Seaborn

Seaborn-1

All lab assignments for IEM CSE's 5th semester Object Oriented Programming Laboratory(OOP).

BALaka-18

OOP-Lab-5th-Semester

Java

EDA-Countries_of_the_world

This is a notebook that walks through the 'countries' dataset and provides insights and draws conclusions from the visualizations.

Two notebooks that provide deep insights and visualizations into the IPL and FIFA datasets

Visualizations-IPL-and-FIFA

Weather-App-using-Flask

Implemented a Flask web app that tells the current weather of the city typed in by the user in the form.

Notebooks which contain analysis on some datasets taken from Kaggle

Data-Analysis-Projects

Implementing Principal Component Analysis from scratch. PCA : One of the simplest and most effective linear dimensionality reduction algorithm

PCA-from-scratch

A simple web app that predicts the price of the car you wish to sell.

Price-Predictor-App

A web application to see effect of C hyperparameter on classification boundary and marginal threshold in SVM.

SVM-Visualizer-Web-App

Using the very useful, powerful and dynamic plotly library to visualize the IPL Dataset

EDA-on-the-IPL-Dataset

Data Wrangling - colab notebook

Data-Wrangling-Notebook

Decision Tree : Drawing the entire Algorithm for first best split from scratch.

Finding-most-valuable-column-in-Decision-Tree

Solutions for the coding assignments, IEM CSE Dept., 5th Semester.

IEM_Coding-5th-Semester

A series of notebooks on unsupervised machine learning algorithms and dimensionality reduction techniques.

Unsupervised-algorithm-and-Dimensionality-Reduction

Notebooks of the Coursera course

Neural-Networks-and-Deep-Learning

A series of Sankey diagrams, on various datasets

Sankey-diagrams

Programming-In-Python---class-files

Programming In Python - class files

Extensive in-depth visualization on the Novel Corona Virus Dataset. Some scary details have been shown.

COVID-19_Extensive-Visualization

Notebook for 2nd assignment on statistics

Statistics-Assignment-2

Web app that is a user manual for voice coding

LarynxCode_Guide_webapp

JavaScript

Pandas2

Notebooks to brush up Pandas on the IPL Dataset

Test_App

Github-tut

CN-Lab-Project_Blinders

Code for Stop n Wait ARQ protocol and Go Back N protocol for 6th semester lab project

Java

Data-Mining---APIs-and-Web-scraping

Contributed two datasets to Kaggle. Both were extracted using two popular methods : public APIs and web scraping.

College project : Sample website design for IEM English Language Lab.

Sample-Web-Design-College-Project-

JavaScript

COVID-19-Timeline-Race

An advamced visualization that shows the timeline race between the number of recorded cases of COVID-19 across the world

Notebooks to brush up on Numpy

Numpy

Credit card Frauds are very common. This is a comparative study between the Naive Bayes and Logistic Regression approaches to this problem

Credit-Card-Fraud-Detection

A notebook to solve some questions on specific visualization plot types.

Seaborn-2

This is a bot, created mainly in selenium, that takes input of chat heads from the user and sends alert messages to the users via Whatsapp. The alert message warns the user to stay indoors, wash hands and stay safe to prevent Corona outbreak

Automatic-message-alert-bot

A simple voice assistant for automating simple computer based tasks for users who are not adept to using a computer

Simple-Voice-Assistant-

A group of questions to get warmed up to Statistics.

Statistics_Assignment

Implemented a simple Movie recommender system based on Collaborative Filtering using K Means Clustering Algorithm

Movie-Recommender-System

An ML task assigned as part of screening. Working on Indian Brides' dataset to see if bride has found a match or not. If not matched, return how much it deviated.

Bride-Match-Analysis-and-Prediction_Screening

Series of notebooks containing implementations of Decision Trees algorithms from scratch

Decision-Trees-Series

1st to the 10th Assignment of IEM Python Laboratory

Python_Assignments_1-10_IEM

pandas

Building the Decision Tree classifier from scratch. (on 2 different datasets)

Decision-Tree-from-Scratch