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cs131_release

My Solutions for CS131 homework release. This will contain all the assignments of CS131 Year 2020 completely solved.

deep-learning-keras

Building a regression model using the Keras library. Building a classification model using the Keras library. The difference between the shallow and deep neural networks. Convolutional networks and how to build them using the Keras library. Recurrent Neural Networks. Autoencoders and how to build them using the Keras library.

deep-learning-with-python-and-pytorch

I used Python and its popular libraries such as NumPy and Pandas, as well as the PyTorch Deep Learning library. I then applied them to build Neural Networks and Deep Learning models.

django

kaggle-exercises

Practical data skills I can apply immediately

machine-learning-python

Basics of machine learning using an approachable, and well-known, programming language. Concepts like Supervised vs Unsupervised Learning, a look into how Statistical Modeling relates to Machine Learning, and do a comparison of each. Real-life examples of Machine learning in Python

recipe-api

Recipe API using Django

simple-scraping-bots

A simple project containing simple Scraping bots

skeleton-starter-flow-spring

Default project template for Vaadin using Spring Boot