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analyze-a-b-test

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

bigquery_challengelab

The final challenge of the module called Insights from Data with BigQuery from Google Cloud Training.

cheatsheets

Official Matplotlib cheat sheets

credit-card-fraud-detection-using-autoencoders-in-keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

customer-segmentation

Learn real-world techniques on customer segmentation and behavioral analytics, using a real dataset containing customer transactions from an online retailer.

customer_segmentation

Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.

data-science-question-answer

A repo for data science related questions and answers

datasciencecurriculum

datavisualization

Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph

fellowship

Stay Hungry Stay Foolish

github-slideshow

A robot powered training repository :robot:

id3_decision_tree

Building the decision tree model from scratch using the ID3. The ID3 (Iterative Dichotomies 3) algorithm is classifying the data by splitting attributes based on their entropy.

image-classification

Classifying the handwritten digit dataset with SVM and Multi-Class Weather dataset with CNN

indonesia-postal-and-area

Indonesia Postal Code & Area (BPS)

instacart-basket-prediction

Kaggle | Instacart Market Basket Analysis🥕🥉

intro_stat_modeling_2017

Introduction to Statistical Modeling with Python (PyCon 2017)

kaggle-solution

Solution Code for Kaggle Competition

malaria-detection

The final project of the Deep Learning and Convolutional Neural Network Subject.

mall_customer_segmentation

Quick EDA on a data set to determine what segments there are.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-dlplayground

This repository is the collection of my experiment notebooks in Machine Learning and Deep Learning in several topics.

python-eda

This repository contains a collection of python script that I create for conducting a Exploratory Data Analysis (EDA) with various datasets.

sql_project

This repository contains the number of SQL projects.

statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

toroidal-coordinate

Toroidal coordinates (σ, τ, φ) are three-dimensional orthogonal coordinate system that results from rotating the two-dimensional bipolar coordinate system (τ, σ). This coordinate system can describe and produce a torus (a donut-like 3-D shapes).

web-database-analytics

Web scrapping and related analytics using Python tools