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myassistant

My Virtual Assistant

officesports

Database and REST CRUD operations for Office Sports event

passengers_count

Time Series Prediction to predict the count of traveling passengers based on historical data using Long Short Term Memory (LSTM) Neural Network

petrol_consumption

Create a model to predict petrol consumption based on tax, income, highway rides and driver license holding using regression with TensorFlow2.0

premier_league

Predictions for the English Premier League season

projects

My Portfolio

recommender

Creating a recommender systems using Collaborative filtering on ratings data. Used Alternating least squares (ALS) algorithm to learn the latent factors.

recommender_movies

resnetx

Image classification in PyTorch for ImageNet using ResNetX

rock-paper-scissor

Python Game

salary

Determine whether a person makes over $50,000 US Dollar a year. Analyze and handle feature fairness (bias)

search

Search engine

search_aima

AI Search algorithms adaptation of the AIMA Search Programs

searchengine

Search engine using ElasticSearch and Python

sentence_sentiment

Use dataset of labelled sentences to learn a model and use the same to analyze the sentiment of new sentences

shopping_trends

Segment customers into different groups based on their shopping trends using Hierarchical Clustering.

simos

Implementation of a Simulated Operating System

simos_demandpaging

Simulated Operating System with simulated virtual memory demand paging scheme.

social_network

Graph

spam_sms

A simple SPAM detector for SMS messages

tesla_sales

Forecast Tesla Auto Sales

tetris

text2number

Approaches for converting text to numbers for usage of Machine Learning algorithms in Natural Language Processing

text_generation

Deep Learning model to predict the next word based on a sequence of input words built with Keras using LSTM Neural Network

text_summarization

Summarizing textual data from Wikipedia Articles using automatic text summarization with simple NLP-based technique

titanic_survival

Create Titanic survival prediction model using Decision Tree. Ref: https://www.kaggle.com/c/titanic/data

todo_list

A Simple To-Do List App

topics

Topic modelling

twitter_sentiments

Twitter Sentiment Analysis

usairline_sentiment

Sentiment analysis from tweets on US Airline