Name: Swapnil Shashank Parkhe
Type: User
Company: Akamai
Bio: Accomplished data scientist: 6+ years of work-ex (Akamai, Equifax, Mu Sigma) in data analytics using Python, SQL, Tableau, R, SAS, Excel
Location: Cambridge
Blog: https://swapnilparkheiitr.wixsite.com/sspportfolio
Swapnil Shashank Parkhe's Projects
PySpark's DF and ML Implementation using Alternating Least Squares (ALS) Matrix Factorization
Solution to some practise question sets pertaining to popular books like "Introduction to Statistical Learning" and "Elements of Statistical Learning" (using R)
Implementation of all the notebooks (and many other) from the FASTAI course!
: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.
This repository contains projects, tutorials, articles, etc. pertaining to Machine Learning
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)
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
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)
Analyzing tweets pertaining to the shutdown phenomenon and Sentiment Analysis of tweets pertaining to Airline data