swapnilsparkhe Goto Github PK

big_data_analytics

PySpark's DF and ML Implementation using Alternating Least Squares (ALS) Matrix Factorization

data_mining-machine_learning

Solution to some practise question sets pertaining to popular books like "Introduction to Statistical Learning" and "Elements of Statistical Learning" (using R)

fast_ai

Implementation of all the notebooks (and many other) from the FASTAI course!

keras-flask-deploy-webapp

:smiley_cat: Pretty&simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

machine-learning

This repository contains projects, tutorials, articles, etc. pertaining to Machine Learning

pandas-exercises

project-amazon_copurchase_network

Determining patterns in the Amazon's product co-purchase data (available on SNAP) through network analysis built on network statistics (node degree, clustering/transitivity, hubs and authorities) and link growth parameters (hybrid model, and power law/scale-free degree distributions)

project-customer_lifetime_value

project-image_caption_generation

Generating caption for an image based on computer vision to understand the content of the image and a language model from the field of NLP to turn the understanding of the image into words in the right order

project-sports_analytics

Identifying the next big soccer players based on FIFA dataset using Decision Trees, Random Forests, Adaboost, SVM, and Neural Networks through cross-validation methods (Naive and nested respectively)

text_mining-text_analytics

Analyzing tweets pertaining to the shutdown phenomenon and Sentiment Analysis of tweets pertaining to Airline data