Prathmesh Lonkar's repositories
Certifications-and-Achievements
Repository to showcase all the accomplished certifications, specializations, and achievements
Abuse-Analysis-on-Audio-data
Analyzing the abusive and violent behavior based on audio data using RNN model.
Acute-Inflammations-Analysis-with-Decision-Trees
Learning the causes and insights from the Acute Inflammations Dataset using Decision Trees
British-Airways-Data-Science-Virtual-Internship-Project
Data science Virtual internship (Job Simulation) program by British Airways through Forage
Celestial-object-recognition-using-Feature-Pyramid-Network
Project to recognize STAR presence in an image and build a bounding box around it, if identified
Data-Science-and-Machine-Learning-Toolkit
Development of an UI based Data Science and Machine Learning Toolkit application. A project which automates and eases the process of ML model building and testing for Data Science applications.
KPMG-Data-Analytics-Virtual-Internship-Project
Data Analytics Virtual internship (Job Simulation) program by KPMG through Forage
NASA-HiRISE-Martian-Image-Analysis-with-CNN
Analyzing Mars' images with CNN-MLP and Transfer Learning model architectures
Power-Output-prediction-for-Combined-Cycle-Power-Plant
Implementing the concepts and variations of Linear Regression to predict the Power output for a Combined Cycle Power Plant (CCPP)
Spinal-Pathology-Prediction-with-Vertebral-Column-Data
Exploring and implementing the KNN algorithm to predict orthopedic patients with spinal pathology disease using the Vertebral Dataset.
Turbine-Failure-Data-Analysis
Analyzing the turbine failure data to study its failure reasons and patterns and to further predict future breakdowns
Course-Management-Application-for-University
Managing data for Students, Instructors, Courses, and their relationships using Firebase Real-time Database
Lasso-and-Boosting-for-Regression
Learning the concepts of Lasso and Boosting and implementing it on the socio-economic data from the 1990 US Census, law enforcement data from the 1990 US LEMAS survey, and crime data from the 1995 FBI UCR.
Time-Series-Analysis-with-Activity-Recognition-system-based-on-Multisensor-data-fusion-AReM-
Performing Time Series Analysis on the temporal data from a Wireless Sensor Network worn by an actor performing the activities: bending, cycling, lying down, sitting, standing, and walking.