Tune Hyperparameters of Decision Tree with Grid Search

Tuning NN parameters from keras library with sklearn's grid search

This repository includes all the udacity deep learning project that i have worked on while i was taking this course

Hyperparameter Tuning web app made with Streamlit

Neural Networks, Deep Learning, Computer Vision, Natural Language Processing, Python

Project for Deep Learning Nanodegree, unit 4 (Recurrent Neural Networks).

Analyze the performance of 7 optimizers by varying their learning rates

A ML model to classify mobile price range.

Applied several models (decision tree, logistic regression, random forest) to solve a classification problem on demographic data. Explored and compared model performance with hyperparameter tuning.

Used machine learning to create a model that predicts which passengers survived the Titanic shipwreck

In this problem statement, a sequence of genetic mutations and clinical evidences, i.e. descriptive texts as recorded by domain experts are used to classify the mutations to conclusive categories, to be used for diagnosis of the patient.

Improving Machine Learning Performance by: feature engineering, oversampling and hyperparameter tuning

The project aims to build a Species Distribution Model for the frog species - "Litoria Fallax" across Australia using TerraClimate variables.

Different types of supervised learning models used for classification problem. Included cross validation for finding hyperparameters whenever necessaruy.

Machine learning model using sklearn on pandas dataframe

Successfully established a supervised machine learning model that can accurately predict whether the travel insurance claim of a particular customer should be approved or not by a travel insurance agency.

Examining the effect of hyperparameters and Exploring the relationship between hyperparameters through experimentation: Building, Training, and Tuning an Image Classification Model with TensorFlow and PyTorch – A CIFAR-10 dataset Use case.

Designed CNN based Melanoma classification

A CNN model to identify images of plant seedlings.