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Alberto Martín's Projects

aipnd icon aipnd

Code and associated files for the AI Programming with Python Nanodegree Program

auth icon auth

A django application that demonstrates user authentication and permissions.

computable icon computable

Repository implementing the Computable protocol

cookbook-2nd-code icon cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

creditriskmodel icon creditriskmodel

predictive model to calculate the probability of the credit risk and choose cut-off rate for default risk to provide decision support on profit-risk control

cryptobike icon cryptobike

Bike-sharing with a side of cryptographical verification.

django-api icon django-api

This is a Django app that uses numerous Google APIs such as reCAPTURE, maps and waypoints

ethical-hacking icon ethical-hacking

This repository contains reference material & links for people willing to learn Ethical Hacking

financial-stock-prediction icon financial-stock-prediction

he project implements time series forecasting of Financial Stock Prediction of SPDR Gold Shares(GLD) from Yahoo Finance using RNN LSTM in Keras.The project is written in Python 3. Packages like tensorflow, keras and scikit-learn were used for implementation. Data visualization and processing were represented through the matplotlib packages.The aim of the project is to analyze the historical data of GLD stocks from year 2004 to year 2020 and predict the values for the next day. Stock predictions give efficient hypotheses to attain great profits.

german-credit-data icon german-credit-data

Experimental classification algorithms on german credit data implemented using scikit-learn library

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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