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Jaya Verma's Projects

audiobook-purchase-prediction- icon audiobook-purchase-prediction-

Developed a deep learning algorithm predicting customers’ next purchase in an Audiobook App, using 2 years of activity data. Implemented a deep learning network model with ReLU and softmax activations, employing the Adam optimizer. Achieved a commendable 82% accuracy, showcasing strong data analysis and predictive modeling skills.

covid-19-vaccination-data-analysis icon covid-19-vaccination-data-analysis

Codiv-19 vaccination Data Analysis is a Data Analysis project where I have worked on a Real World Codiv-19 vaccination Data set With more than 18000 of rows and 15 columns covering 195 countries vaccination drive data. I have used different Python libraries(i.e. Numpy, Pandas and Matplotlib) to make my Analysis more interactive and readable.

exsclaim icon exsclaim

A toolkit for the automatic construction of self-labeled materials imaging datasets from scientific literature

gre_prep icon gre_prep

This is a guide for how one can prepare for GRE within a month's duration.

inventory_management_system icon inventory_management_system

An inventory management system project that allows user to manage and maintain his/her inventory with ease. This inventory management system has been developed to allow users to add item to an inventory, delete item from inventory, Purchase item from Inventory, Update price of the product in the inventory and other details, update inventory status and also get a Sales.json file for the sales record purpose.

numpy icon numpy

The fundamental package for scientific computing with Python.

olympics-data-analysis icon olympics-data-analysis

Olympics Data Analysis is a Data Analysis project where I have worked on a Real World Olympics Data set With more than 31000 of rows and 9 columns. I have used different Python libraries(i.e. Numpy, Pandas and Matplotlib) to make my Analysis more interactive and readable.

practical-nlp-book-code icon practical-nlp-book-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

prediction-of-hotel-booking-cancellation icon prediction-of-hotel-booking-cancellation

It’s a Machine Learning based prediction model used to predict weather the hotel booking going to be cancelled or not by reading a large dataset and analyzing it. The Objective of this project was to have hands-on experience with ML Algorithms on real world data set. ML Algorithm used Decision Tree Classifier, Gaussian NB, Random Forest Classifier, K Neighbors Classifier, Logistic Regression and out off all these algorithms Random Forest Classifier works the best with 95.27% Accuracy. Software used: IDE – JUPYTER NOOTBOOK

routine-database-system-using-python- icon routine-database-system-using-python-

This is a type of Python mini project on routine database system using Tkinter python is successfully running. It is one of the useful projects for a working person, students to maintain their proper routine. It is useful for various people in different sectors to store data as well.

speech_to_text_and_text_to_speech icon speech_to_text_and_text_to_speech

It is a two in one project where we are using python in build libraries like GTTS and Speech recognition to convert text-to-speech and speech-to-text

word-cloud icon word-cloud

This is a word cloud based project where I have extracted the text from a .csv file and did some preprocessing into the txt to get useful analysis and also encoded the entire txt into unique integers which is the concept use into Natural Language Processing(NLP).

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