xSachinBharadwajx

Boston_House_Price_Prediction

Build manual SGD regressor and compare the results with inbuilt SGDRegressor in sklearn

Donors_Choose_Classification_Models

Apply multiple Classification models on Donors Choose Set (K-Nearest Neighbor ,Naive Bayes,Logistic Regression, SVM, Decision Tress, Random Forests, Gradient Boosted DT's )

Donors_Choose_Clustering_Models

Use Various Clustering Models (Unsupervised learning) to Cluster the Data points.(Agglomerative,DBSCAN,K-Means) DonorsChoose.org receives hundreds of thousands of project proposals each year for classroom projects in need of funding. Right now, a large number of volunteers is needed to manually screen each submission before it's approved to be posted on the DonorsChoose.org website.

EDA_Haberman_Survival_Data

An Exploratory Data Analysis on Haberman's Survival Dataset. the dataset contains cases from a study that was conducted between 1958 and 1970 at the University of Chicago's Billings Hospital on the survival of patients who had undergone surgery for breast cancer.

EDA_TSNE_Donors_Choose

DonorsChoose.org Application Screening

Netflix_Movie_Recommendation

Netflix provided a lot of anonymous rating data, and a prediction accuracy bar that is 10% better than what Cinematch can do on the same training data set. (Accuracy is a measurement of how closely predicted ratings of movies match subsequent actual ratings.)

Personalized_Cancer_Diagnosis

Classify the given genetic variations/mutations based on evidence from text-based clinical literature.

Quora_Question_Pairs

Identify which questions asked on Quora are duplicates of questions that have already been asked. - This could be useful to instantly provide answers to questions that have already been answered. - We are tasked with predicting whether a pair of questions are duplicates or not.

Social_Network_Graph_Link_Prediction_Facebook_Challenge

Given a directed social graph, have to predict missing links to recommend users (Link Prediction in graph)

Stack_Overflow_Tag_Prediction

Suggest the tags based on the content that was there in the question posted on Stack overflow.

xSachinBharadwajx/Donors_Choose_Classification_Models

Apply multiple Classification models on Donors Choose Set (K-Nearest Neighbor ,Naive Bayes,Logistic Regression, SVM, Decision Tress, Random Forests, Gradient Boosted DT's )

xSachinBharadwajx/Netflix_Movie_Recommendation

Netflix provided a lot of anonymous rating data, and a prediction accuracy bar that is 10% better than what Cinematch can do on the same training data set. (Accuracy is a measurement of how closely predicted ratings of movies match subsequent actual ratings.)

xSachinBharadwajx/Personalized_Cancer_Diagnosis

Classify the given genetic variations/mutations based on evidence from text-based clinical literature.

xSachinBharadwajx/Boston_House_Price_Prediction

Build manual SGD regressor and compare the results with inbuilt SGDRegressor in sklearn

xSachinBharadwajx/Donors_Choose_Clustering_Models

Use Various Clustering Models (Unsupervised learning) to Cluster the Data points.(Agglomerative,DBSCAN,K-Means) DonorsChoose.org receives hundreds of thousands of project proposals each year for classroom projects in need of funding. Right now, a large number of volunteers is needed to manually screen each submission before it's approved to be posted on the DonorsChoose.org website.

xSachinBharadwajx/EDA_Haberman_Survival_Data

An Exploratory Data Analysis on Haberman's Survival Dataset. the dataset contains cases from a study that was conducted between 1958 and 1970 at the University of Chicago's Billings Hospital on the survival of patients who had undergone surgery for breast cancer.

xSachinBharadwajx/EDA_TSNE_Donors_Choose

DonorsChoose.org Application Screening

xSachinBharadwajx/Quora_Question_Pairs

Identify which questions asked on Quora are duplicates of questions that have already been asked. - This could be useful to instantly provide answers to questions that have already been answered. - We are tasked with predicting whether a pair of questions are duplicates or not.

xSachinBharadwajx/Social_Network_Graph_Link_Prediction_Facebook_Challenge

Given a directed social graph, have to predict missing links to recommend users (Link Prediction in graph)

xSachinBharadwajx/Stack_Overflow_Tag_Prediction

Suggest the tags based on the content that was there in the question posted on Stack overflow.

xSachinBharadwajx/Face_recognition_using_webcam

This is a personal project built for personal learning.

xSachinBharadwajx/Hacker_Earth_Airplane_Accident

xSachinBharadwajx/Hacker_Earth_Super_Bowl

This is my solution for https://www.hackerearth.com/challenges/competitive/hackerearth-machine-learning-challenge-predict-big-game-winner/

xSachinBharadwajx/Human-Activity-Recognition-Using-Smartphones-DivideAndConquer

xSachinBharadwajx/LSTM-DonorsChoose

xSachinBharadwajx/MNIST_CNN

The MNIST database of handwritten digits, available from this page, has a training set of 60,000 examples, and a test set of 10,000 examples. It is a subset of a larger set available from NIST. The digits have been size-normalized and centered in a fixed-size image.

xSachinBharadwajx/MNIST_NN

The MNIST database of handwritten digits, available from this page, has a training set of 60,000 examples, and a test set of 10,000 examples. It is a subset of a larger set available from NIST. The digits have been size-normalized and centered in a fixed-size image.

xSachinBharadwajx/Udemy_Learnings

All Learning's from 2017 (Udemy A-Z Machine Learning)

xSachinBharadwajx/workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker