Mohit Tiwari 's repositories
AWS_Deployed_Sentiment_Analysis_Model
A simple web app which interacts with a deployed recurrent neural network performing sentiment analysis on movie reviews. Trained and deployed on AWS cloud.
Dog_Breed_Classifier_CNN
Dog Breed Classification Project which classifies real world dog images and predicts their breed out of 133 breeds/classes. If supplied an image of a human face, the code will identify the resembling dog breed.
Horse-vs-Human-Classifier
CNN trained using tensorflow to differentiate between images of humans and horses
Student_Admission_Prediction
A 2-layer Neural network which Predicts whether the student will get admitted to the university or not on the basis of data of previous years.
TV_Script_Generator_RNN
Using RNN's on a Seinfeld dataset of scripts from 9 seasons to generate own Seinfeld TV scripts. The Neural Network will generate a new, "fake" TV script based on patterns it recognizes in this training data.
Face_Generator-GAN
Defined and trained a DCGAN on a dataset of faces. The Goal of this project is to generate new images of faces that look as realistic as possible.
Glass_Identification
Data Science Project
gradient-descent
Implementation and visualization of Gradient descent Algorithm
MiniProject_AWSSageMaker
Using SageMaker to perform Batch Transform, HyperParameter Tuning operations and Updating the Sentiment Analysis model trained on IMDB dataset using XGBoost.
MNIST-Handwritten-Digit-Recognition
Neural Network is trained on infamous MNIST dataset which recognizes handwritten digits using Deep Learning. Implemented using Pytorch
Predicting_bike-sharing_patterns
Built a neural network from scratch without using tensorflow/keras framework to analyse and predict bike sharing patterns using a real world UCI Machine learning dataset
CAPTCHA_Breaker
A Deep Learning model trained to break captchas. Trained on a dataset of 160k Captchas
First_CLI_App_markOne
Command Line Interface Quiz App in Node js
GitHubGraduation-2021
Join the GitHub Graduation Yearbook and "walk the stage" on June 5.
open-source-ideas
đź’ˇEver had a cool idea to an Open Source project but didn't have the time to implement yourself? Let someone else give it a try!
Problems-vs-Algorithms
Project 3 of Udacity's Data Structures & Algorithms Nanodegree
pySickleCell
Python-based standalone application for sickle cell disease prediction
Route_Planner
Building a route-planning algorithm like the one used in Google Maps to calculate the shortest path between two points on a map.
s3-bucket-listing
Create nice directory listings for s3 buckets with javascript and HTML.
Second_CLI_App-markTwo
Quiz CLI Application in Node js
Show_me_Data_Structures
Project 2 For Data Structures & Algorithms Nanodegree
Software_Development_Project
Software Development project where I used TSP Process Dashboard & worked as a Design Manager in a Software development team of 10 people. We Added a feature to ensure a better user experience on website of Coding blocks (an online teaching community like coursera having more than 10,000 students)
stanford-cs-229-machine-learning
Machine Learning cheatsheets
Unscramble_CS_Problems
Solutions to five tasks based on a fabricated set of calls and texts exchanged during September 2016