mounicasubramanium Goto Github PK

3d-object-detection

Weighted Unsupervised Learning for 3D Object Detection

a-to-z-resources-for-students

✅ Curated list of resources for college students

appliedai_machine_learning

AppliedAI_Machine_Learning_Course_Content

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

bcda-app

Beneficiary Claims Data API

covid-19

Gathering weather data in locations with confirmed COVID19 diagnoses. Confirmed diagnoses are from JHU data

covid-19-face-mask-and-social-distancing-detection

cs6220---data-mining-techniques

cs6220-home-credit-default-risk-prediction

customer-survival-analysis-and-churn-prediction

In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.

data

Datasets used in the book Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow

data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

datasets

A collection of datasets ready to use with TensorFlow

deep-learning-nlp

:satellite: Organized Resources for Deep Learning in Natural Language Processing

deep-learning-resources

A collection of free resources specially curated for getting started with Deep Learning easily. Prerequisites are Mathematics and Machine Learning.

deep-tutorials-for-pytorch

In-depth tutorials for implementing deep learning models on your own with PyTorch.

digital-data-scientist-hiring-test-powered-by-hackerrank

A few interesting data science problems along with my solutions in R and Python

django-mongodbforms

Django forms for mongodb documents

dog-breed-identification-image-classification-problem-

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

ds5100-foundations-of-artificial-intelligence

Data for dog breed identification

end-to-end-diabetes-prediction-application-using-machine-learning

In this project, the objective is to predict whether the person has Diabetes or not based on various features like Number of Pregnancies, Insulin Level, Age, BMI.

end-to-end-project---customer-churn

End to end projects-- Customer Churning prediction using Gradient Boost Classifier Algorithm perform pre-processing steps then fit data into the Algorithm and Hyper Parameter Tunning to reduce TN & FN value to perform our model to works with a new data. Finally deploying the model using Flask API

end-to-end-time-series

This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK

face-mask-detection-in-web-browser

See demo - https://aaneloy.github.io/Face-Mask-Detection-in-Web-Browser/

facebook-friend-recommenation-graph-mining

Graph mining to predict missing links in a given Facebook directed social graph to recommend users.

feature-selection

Contains Feature Selection Methods

generative-adversarial-network

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.