nevoit/Analyzing-Big-Data-Course

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nevoit/Analyzing-Big-Data-Course

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Homework Notebooks of Art of Analyzing Big Data - The Data Scientist’s Toolbox.

Siamese-Neural-Networks-for-One-shot-Image-Recognition

One-shot Siamese Neural Network, using TensorFlow 2.0, based on the work presented by Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. we used the “Labeled Faces in the Wild” dataset with over 5,700 different people. Some people have a single image, while others have dozens.

Jupyter Notebook

Song-Lyrics-Generator-using-RNNs

A Recurrent Neural Network that can learn song lyrics and their melodies and then given a melody and a few words to start with, predict the rest of the song.

Synthesizing-Tabular-Data-using-GANs

Generative Adversarial Network (GAN) that can produce tabular samples given datasets, and build a general generative model that receives a black-box as a discriminator and can still generate samples from the tabular data.

Automated-Messages

In this project, we aim to build an automated messages system using Python with Selenium. Whatsapp

Research-Lab-Website

A vue.js website for academic laboratories.

Real-Time-Event-Prediction

A novel real-time event prediction method for heterogeneous multivariate temporal data (time point values, instantaneous events, or time intervals) that leverages multiple instances of multiple temporal patterns

Search-Engine-Project-Information-Retrieval-Course

A search engine written in Python 3.6.

Regression-Methods

Ridge, Lasso, PCA, Logistic Regression, LDA, GLM, GAM, and Tree-based

Jupyter Notebook

Deep-Neural-Network

Deep Neural Network that can classify images from the MNIST database