Debadri3

20-newsgroups_text-classification

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

30_Days_of_Code

An attempt to learn general cs skills, and refine my web dev and ml knowledge.

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

cnn-electric-guitar-classification

Classifying models of electric guitar using MobileNet V2 architecture

Microsoft-Malware-Prediction

Personal project for prediction of a software as a malware based on ASM and bytes file features. Libraries used: Scikit-learn, Matplotlib, Seaborn, Numpy, Pandas, etc

Netflix-Recommendation-System

Personal project for prediction of movies based on user-user similarity and movie-movie similarity matrix. Libraries used: Surprise, Scikit-learn, Matplotlib, Seaborn, Numpy, Pandas, XGBoostetc

NYC_Taxi_Prediction

Personal project involving time series regression analysis of Taxi Demand in NYC area. Libraries used: Scikit-learn, Matplotlib, Numpy, Pandas, Dask.

Personalized-Cancer-Diagnosis

Personal project for prediction of a cancer mutation label based on text and gene features. Libraries used: Scikit-learn, Matplotlib, Seaborn, Numpy, Pandas, MLXtend, SciPy etc

Quora-Question-Pair-Similarity

A personal project for identifying similarity between questions on Quora based on text features. Libraries involved: Scikit Learn, Numpy, Pandas, Scikit-learn, Matplotlib, NLTK, Beautiful Soup.

StackOverflow-Question-Tagging

A personal project for multi-label classification of Stack Overflow Questions based on text features.

Debadri3/mindsdb

Predictive AI layer for existing databases.

Debadri3/cloud_haiku

Community-made poetry about infrastructure

Debadri3/reinforcement-learning-

Some code samples used while learning about reinforcement learning

Debadri3/cnn-electric-guitar-classification

Classifying models of electric guitar using MobileNet V2 architecture

Debadri3/cricketer-age-prediction

Debadri3/Customer-Segments-using-ML

Descriptive project segmenting customers of a wholesale retailer using GMM etc.

Debadri3/UCI--Heart-Disease-Classification

Predicting risk of heart disease using UCI data

Debadri3/ML-Project-1--Titanic-Survival

My take on Kaggle Competition Titanic Survival prediction using classification model.

Debadri3/Face-recognition

Used PCA to classify face data obtained from LFW

Debadri3/start-here-guidelines

Lets Git started in the world of opensource, starting in the Zero To Mastery's opensource playground. Especially designed for education and practical experience purposes.

Debadri3/K-means-movie-classifier

Clustering movie raters on the basis of their tastes alongwith identifying most rated movies and users.

Debadri3/ML-Charity-Project

Predicting possible donors in a charity project

Debadri3/Spam-Classifier

Using Naive Bayes Classifier to classify spams or non-spams based on presence of certain words

Debadri3/UCI-Boston-Housing

Predicting Boston Houses pricing using UCI data

Debadri3/UCI-Bulldozer-Price-Prediction

My take on Kaggle Competition Bulldozer Price prediction using regression model.

Debadri3/TIVA-Launchpad-TM4C123GH6PM-Codes

Few basic programs with the Texas Instruments microcontroller.

Debadri3/20-newsgroups_text-classification

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.