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artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

cat-and-dog-classifier-using-convolutional-neural-network

This is a Convolutional Neural Network that classifies cat and dog images using keras and Tensorflow backend.

coding-practice

Just a bunch of algorithms and data structures codes I wrote in Python.

cs658-wordcount-sample

customer-churn-modelling-using-artificial-neural-network

Trained an Artificial Neural Network on a bank dataset consisting of 10,000 records to predict if a customer will exit the bank or not.

detecting-cancer-metastases-on-gigapixel-pathology-images

Trained a Deep Learning model using Tensorflow to detect tumorous tissues in large-sized gigapixel pathology images.

dump-the-answer-project

This is the Dump The Answer game that I made as part of my Final Year project for Undergraduate degree. This repository includes the unity project files as well as the exported game executable. The game requires Leap Motion Controller installed and connected in-order to run and play.

eda-of-wine-data-set-and-prediction-of-wine-quality

Exploratory Data Analysis of Red Wine data set and Classification of wine based on its quality using Random Forest and Support Vector Classifiers.

global-temperatures-analysis-time-series-analysis-

Analysis of Changes in Global Temperatures over a period from early 1800's to 2015

internet-computing-assignments

k-means-clustering-on-college-dataset

Using KMeans Clustering to cluster Universities into to two groups, Private and Public.

movie-recommender-system-in-python

A movie recommender system using NumPy and Pandas that suggest movies based on user ratings and correlation between user's choice and other movies from the Movies data set.

natural-language-processing-in-python

Using NLP to classify the data from SMS Spam Collection Dataset (from UCI's datasets) as spam or ham.

openpose-plus

High-Performance and Flexible Pose Estimation Framework using TensorFlow, OpenPose and TensorRT

prediction-of-google-stock-price-using-rnn-and-lstm

This is a Recurrent Neural Network (RNN) that predicts the Google stock prices and the trend in stock prices.

python-data-visualization-election-analysis

This is Data Visualization project for the Polls and Donors Data set for 2012 Election done using Numpy, Pandas, Seaborn and Matplotlib in Python.

python-data-visualization-titanic-project

This is Data Visualization project for the Titanic Survivors Data set done using Numpy, Pandas, Seaborn and Matplotlib in Python.

python-logistic-regression

Using Logistic Regression to perform classification on Women's survey data set regarding Extramarital Affairs

python-multi-class-classification

Classification of the Iris Data set using "One vs all" or "One vs rest" Logistic Regression classification and K-Nearest Neighbors Classification and Comparing their testing accuracies.

reinforcement-learning-openai-gym-taxi-v2-using-q-learning

Training a Q-Learning Reinforcement Learning algorithm to play the Taxi-v2 Environment in OpenAi Gym.

restful-using-docker

rutwikd95.github.io

Portfolio Website

sort

Bubble Sort, Selection Sort, Insertion Sort, Merge Sort & Quick Sort

streamlit-prod

This is the Production repository for Streamlit App deployed publicly

supervised-learning-linear-regression-boston-house-prices-dataset

Using Scikit-Learn, we split the Boston House Prices dataset into Train and Test Data and apply Linear Regression to predict the cost of the house based on univariate and multivariate regression.

web-scraping-in-python

Using Beautiful Soup library in Python to perform Web Scraping and acquiring a Legislative Reports table with relevant pdfs from the University of California Web Page