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affiliate-network-fraud-detection

Detect fake registration of publisher: EDA, Feature Engineering, Modeling with LightGBM

baseball-player-performance-data-visualization-with-d3js

biodiversity_analysis

c4-architecture

Documentation of software architecture with C4 method.

complete-javascript-course

Starter files, final projects and FAQ for my Complete JavaScript course

deepai

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

enron-fraud-detection

Udacity data analyst nanodegree assignment: train machine learning model to predict fraud using enron dataset.

home-credit-default-risk-prediction

Can you predict how capable each applicant is of repaying a loan? Kaggle competition: https://www.kaggle.com/c/home-credit-default-risk#description

mnist-deep-learning-with-tensorflow

Training DNN with MNIST. Exercises of hands-on machine learning with Scikit-Learn and TensorFlow

natural-language-processing

predict-future-sales

This challenge serves as final project for the "How to win a data science competition" Coursera course.

recipe_planner

Build an AI chatbot RecipePlanner with Dialogflow to understand sentences and make recipe suggestion.

red-wine-quality-data-exploration-with-r

Exploratory data analysis of red wine quality with R as one of the projects from audacity data analyst nano degree

sentiment_analysis

Detect sentiment from twitters using Amazon Comprehend

structurizr-python

A Python 3 port of Simon Brown's Structurizr diagrams-as-code architecture description tool.

template-project

A simple template for GitHub project.

titanic-survival-data-exploration

Udacity data analyst nanodegree assignment with titanic dataset