vishnubharadwaj00 Goto Github PK

-what-makes-a-good-movie-asked-bayes

Bayes wanted to know whether he could predict the movie ratings so his methodologies were introduced in this project.

algorithmsanddatastructures

A repository of the all the coding I've done to learn (and brush up on) the fundamental skills of Algorithms and Data Structures.

birdsoundclassifier

fast.ai's courses and software make it extremely easy to start working on difficult projects very quickly. This is just another example of that. This is a Bird Sound Classifying Deep Learning model, which takes in bird sounds, converts them into images (spectograms), and then classifies those images based on what type of bird call it is. The data is from: https://datadryad.org/resource/doi:10.5061/dryad.4g8b7/1 There are 6 types of bird calls: distance,hat,kackle,song,stack,tet. This model gets around 80% accuracy, which is not bad at all for something that relies on so many different factors.

brfss2013dataanalysis

EDA using R on BRFSS 2013 Survey Data

course-v3

The 3rd edition of course.fast.ai

datascientistsalarypredictor

An End-to-End project for Prediction of Data Scientist's Salaries during COVID-19 (in the US)

dlaicourse

Notebooks for learning deep learning

fastai-v3

Starter app for fastai v3 model deployment on Render

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

islrcodewalkthrough

Just a repo for me to keep the code walkthroughs of the lab exercises in ISLR. These also contain my own comments.

laptopbrandrecognition

Using a simple image classifier to check what brand a laptop is.

literacy-rate-analysis-using-gss-dataset

Statistical Inference used to analyze disparities in Literacy Rates in the GSS Dataset

mnist-fast-ai

Using only Lesson 1 of fast.ai's course, this model gets 98.5% accuracy in the Kaggle playground competition for Digit Recognition.

mnist-handwritten-digit-recognizer

Code implementation of the MNIST Handwritten Digit Recognizer, as taught in "Make your own Neural Network" by Tariq Rashid

pneumoniadetection

Using Chest-X Ray images, we can use Deep Learning models to detect Pneumonia.

satelliteimageclassification

A Multi-Class Classifier of Satellite Images, deployed using Heroku and Streamlit.

stockpredictionrnn

Web Scraping Financial Data from Yahoo Finance, and using RNNs to build a model to predict it.

vishnubharadwaj00.github.io

what-makes-a-good-movie

The Billion Dollar Question: How do you make a good movie?