Sachin B Satishkumar's repositories
Malware-detection-ML
Android malware detection using machine learning.
Answer-Script-Evaluation
Application evaluates student answer scripts based on the marking scheme using Natural Language Processing (NLP).
Deep-Neural-Networks
The goal is to predict if the client will subscribe a term deposit or not.
Multi-variable-linear-regression
Prediction of profit using company expenses.
Object-Detection-on-videos-using-Keras
Objective was to develop a YOLOv3 model for object detection on videos.
Twitter-Sentiment-Markov-Models
Using Markov models to detect sentiment for Covid-19 tweets.
ATP-dbms-analysis
Statistical Analysis of tennis professionals for the past 3 years with the help of a database management system.
Covid19-Detection-and-Analysis
Time series forecasting and visualization.
Pneumonia-Detection--Transfer-Learning
Performing both Convnet Fine Tuning and Fixed Feature Extractor using PyTorch.
Semantic-Audio-Search-Transformers
Semantic Voice & Text Search and Question Answering for documents using NLP Transformers.
Decision-Tree-Classifier
Classification model
Deep-Face-Generator-using-DCGANS
Generating new faces and comparing them with original faces using Deep Convolutional Generative Adversarial Networks in PyTorch.
DeepCNN-ResNet50-Transfer-Learning
To predict the breed of a dog among 120 breeds.
Diabetes-Prediction
Using several algorithms and ensemble learning.
Fraud-Detection
Fraud detection using Self Organising Maps
Generative-Adversarial-Networks-GAN-s-
Generating new fake images after training the model on CIFAR-10 images.
Movie-Recommendation-System
Applying Restricted Boltzmann Machines using PyTorch
Naive-Bayes
Classification Model
Random-Forest-Classifier
Classification Model
stat451-machine-learning-fs20
STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
Thompson-Sampling
Finding out how likely the person will click the Ads using Reinforcement Learning.