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automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

clv

Calculating Customer Lifetime Value (CLV) with Recency, Frequency, and Monetary (RFM)

customer_lifetime_value_analysis

Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.

data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

datacamp

DataCamp data-science courses

dataquest

dataquest-projects

This repo contains the projects I completed as part of Dataquest's Data Engineering path. The goal was to learn how to build data pipelines to work with large datasets.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-coursera-1

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

first-python-steps

funwithpython

google-cloud-python

Google Cloud Client Library for Python

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.

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

ipywidgets

Interactive Widgets for the Jupyter Notebook

mara-example-project

An example mini data warehouse for python project stats, template for new projects

ml-on-gcp

Cousurera ourse

nlp

text mininig

overfitting

plotly_dash_tutorial

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python-trics

pythondatascientist

Un ensemble de notebooks Jupyter pour accompagner l'ouvrage Python pour le data scientist

pyway

Learn Python The Hard Way

skflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

tensorflow-lifetime-value

Predict customer lifetime value using Machine Learning Engine with a Tensorflow neural network or the Lifetimes Python library.

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

tutorials

Python tutorials and examples