innovator-arjun Goto Github PK

algorithms-and-ml-materials-python

chocolate-bar-rating

Chocolate is one of the most popular candies in the world. Each year, residents of the United States collectively eat more than 2.8 billions pounds. However, not all chocolate bars are created equal! This dataset contains expert ratings of over 1,700 individual chocolate bars, along with information on their regional origin, percentage of cocoa, the variety of chocolate bean used and where the beans were grown.

coursera-machine-learning-stanford

Machine learning-Stanford University

credit-card-defaulter-prediction-al-ml

Predicting the probability of the customer defaulting using Machine Learning Algorithms. Used Database(SQL Server) to fetch the data to python and the results are connected to Tableau for more visualization

data_science

Data Challenges, Data Science Projects

datascience-learning

Pandas-MachineLearning-Visualization

diwali-crackers

fifa-world-cup-prediction

To predict who will win the next World Cup? The FIFA World Cup is a global football competition contested by the various football-playing nations of the world. It is contested every four years and is the most prestigious and important trophy in the sport of football.

hackerthon

house-sales-in-king-county-usa

i3-hackathon

image-captioning-through-seq-modelling-cnn-rnn

A model (CNN+RNN) that can generate a descriptive caption for an image. We used Encoder-Decoder architecture that generates sequences will use an Encoder to encode the input into a fixed form and a Decoder to decode it, word by word, into a sequence. Deployed a web app using Flask

image-processing-algorithms

improving-restaurants-on-yelp

Suggestions to restaurant to make their restaurant better and smart insight

indians-diabetes-prediction

The objective of the dataset is to diagnostically predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset. Several constraints were placed on the selection of these instances from a larger database.

innovator-arjun.github.io

My website

interactive-learning-in-text-based-games-using-reinforcement-learning

Interactive Learning in text based games using Reinforcement Learning

is-mushroom-safe-to-eat-or-deadly-poisonous-

kaggle-projects

This repo contains 4 different projects. Built various machine learning models for Kaggle competitions. Also carried out Exploratory Data Analysis, Data Cleaning, Data Visualization, Data Munging, Feature Selection etc

lazy-programming

ML-DL-Reinforcement Learning-NLP

leetcode-patterns

A curated list of 170+ leetcode questions grouped by their common patterns

leetcode_company_wise_questions

This is a repository containing the list of company wise questions available on leetcode premium

machine-learning-algorithms

minimizing-churn-rate--financial-habits

ml-dl-algorithms-from-scratch

Implemented machine learning algorithms intuition with gradient descents from scratch using NumPy and Pandas. Algorithms include Linear Regression variants, Naïve Bayes, KNN, PCA, SVC and Neural Network.

multiclass-image-prediction-with-sparse-dataset

A CNN architecture was built using keras with convolution & pooling layers, Dropouts, and with a Softmax layer the last. Ensemble approach to make the model more robust and with generalization capability to the unseen data. Bayesian optimization is used for hyper parameter tuning the deep learning model.

object-detection-cnn-keras--flask

Web app that uses keras- CNN to predict objects in a image

paddlehub

Awesome pre-trained models toolkit based on PaddlePaddle.（180+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)

papers-i-read

I am inspired by my Mentors to kick start an initiative to read a paper a week. This repository will hold all those papers and presentations and related summaries.

professional_personal_website

Personal Website