ssvaichal1
Data Scientist, Musician and a responsible global citizen. Working towards understanding the present, and predicting, creating a better future.
Got It AISan Francisco, CA
Pinned Repositories
AB-Testing-eCommerce-Website
Anomaly-Detection-for-Manufacturing-Process
A monitoring scheme for future missions (Phase-II analysis) in order to identify data falling in out-of-control and in-control categories.
CNN_MNIST_PyTorch
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
Data-Science-Portfolio_Vasu-Kumar
Repository containing portfolio of data science projects completed by me for academic, self learning, and hobby purposes. Presented in the form of iPython Notebooks, and R files. *Note: Data used in the projects (accessed under data directory) is for demonstration purposes only.
Most-frequent-words-in-the-Novel
What are the most frequent words in the Novel: The Jungle book by Rudyard Kipling
New-York-Green-Cabs-Exploratory-Data-analysis
Predicting-Vehicle-Insurance-Claims
SentimentAnalysisBERT_SMILE_Twitter_emotion
A Sentiment Analysis model that leverages BERT's large-scale language knowledge has been built. Read in a PyTorch BERT model, and adjusted the architecture for multi-class classification. Adjusted an optimizer and scheduler for ideal training and performance. In fine-tuning this model, designed a train and evaluate loop to monitor model performance as it trains and included steps to load and save a model.
ssvaichal1.github.io
ssvaichal1's Repositories
ssvaichal1/SentimentAnalysisBERT_SMILE_Twitter_emotion
A Sentiment Analysis model that leverages BERT's large-scale language knowledge has been built. Read in a PyTorch BERT model, and adjusted the architecture for multi-class classification. Adjusted an optimizer and scheduler for ideal training and performance. In fine-tuning this model, designed a train and evaluate loop to monitor model performance as it trains and included steps to load and save a model.
ssvaichal1/AB-Testing-eCommerce-Website
ssvaichal1/CNN_MNIST_PyTorch
ssvaichal1/Most-frequent-words-in-the-Novel
What are the most frequent words in the Novel: The Jungle book by Rudyard Kipling
ssvaichal1/New-York-Green-Cabs-Exploratory-Data-analysis
ssvaichal1/Predicting-Vehicle-Insurance-Claims
ssvaichal1/ssvaichal1.github.io
ssvaichal1/Anomaly-Detection-for-Manufacturing-Process
A monitoring scheme for future missions (Phase-II analysis) in order to identify data falling in out-of-control and in-control categories.
ssvaichal1/Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
ssvaichal1/Data-Science-Portfolio_Vasu-Kumar
Repository containing portfolio of data science projects completed by me for academic, self learning, and hobby purposes. Presented in the form of iPython Notebooks, and R files. *Note: Data used in the projects (accessed under data directory) is for demonstration purposes only.
ssvaichal1/datacamp_notes
ssvaichal1/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
ssvaichal1/IntroNeuralNetworks
Code and slides for a gentle interactive introduction. Learn the basics of image classification and machine learning with Python and sklearn.
ssvaichal1/Python-Assignments
Udemy Python Boot Camp assignments
ssvaichal1/Saddle-point-problems-using-Python
ssvaichal1/Song-Genre-Classification-Audio-data
Rock or rap?
ssvaichal1/spider-schema-gnn
Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"
ssvaichal1/theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.