amrutaidagunji Goto Github PK

amrutaidagunji.github.io

anomalydetection

Anomaly Detection with Variational AutoEncoders

basketballplayersalaryprediction

car-model-classification

The original dataset has 196 different car models. In the implementation, only 5 of them are considered to keep it simple.

complaints-review-category-classification

Developed this model for a client to classify the product complaints/reviews into 6 different categories.

create_ppt

deep_learning_projects

des-submission

forecast-daily-oil-prices

Univariate and multivariate analysis, employed imputation techniques, explored ARIMA, SARIMA and applied Holt-Winters models for daily oil price forecasting.

iron-python-training

modifying-excel-files

Appending row to an existing excel file using ironpython + Excel Interop APIs from Spotfire. With this script one need not import an excel file into Spotfire, but perform append operation externally.

nlp

This includes all the NLP projects I have worked on.

octmnist-classification-with-cnn

pesu-io-shell-scripting

Shell Scripting

power-bi

Power Bi Analysis

predict_news_category

pyspark

rnn-and-lstm

Time Series Forecasting and Sentiment analysis using RNN, LSTMs (vanilla, bidirectional and stacked) and GRUs.)

sales-prediction

statisticsofdatascience-miniproject

tableau-bi

tennisballtrackingyolo

Tracking a fast moving object such as a Tennis Ball using Computer Vision and Convolution Neural Network to help athletes and coaches analyze and improve their game.

time-series-analysis

This forecasts the number of Views, distinct Users and Analytics in Spotfire using the last 9 years data. Forecasting is done using ARIMA Model.

time-series-using-fbprophet

toxic-comments

traffic-sign-classification

update-sharepoint-list-item

This repository has the Python and Ironpython code to update a sharepoint list item

weather-forecast