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Python scripts and datasets used in the Course: "Data Mining and Modelling" from http://emap.fgv.br/

JavaScript 4.35% CSS 0.01% HTML 0.03% Jupyter Notebook 95.62%

mmd's Introduction

THIS CONTENT IS BEING MOVED TO https://github.com/rsouza/FGV_Intro_DS

Modelagem e Mineração de Dados

Docente: Renato Rocha Souza

Objetivo:
Desenvolver processos de aquisição, armazenamento, manipulação, visualização e análise de dados em múltiplos contextos e ambientes, ressaltando-se os aspectos teóricos e práticos.
Possui aportes da estatística, da linguística computacional, da ciência da computação, ciência da informação e ciência dos dados.

Programa da Disciplina

Recursos Didáticos

Bibliografia

Toby Segaran. Programming Collective Intelligence O'Reilly Media
Wes McKinney. Python for Data Analysis O'Reilly Media
Steven Bird, Ewan Klein, Edward Loper. Natural Language Processing with Python O'Reilly Media
Philipp K. Janert. Data Analysis with Open Source Tools. O'Reilly Media
Matthew A. Russell. Mining the Social Web. (2nd edition) O'Reilly Media
Ian H. Witten, Eibe Frank, Mark A. Hall. Data Mining: Practical Machine Learning Tools and Techniques (Third Edition). Morgan Kaufmann. 2011
Anand Rajaraman, Jeff Ullman. Mining of Massive Datasets (v1.1)
Dean Abbott. Applied Predictive Analytics: Principles and Techniques for the Professional Data Analyst

Software (ecossistema Python)

Anaconda (Ambiente Python no Windows / Mac)
Jupyter Notebook (antigo Ipython) (Para Linux)
Python PIP (facilita a instalação de pacotes)
The Python Tutorial
Tutorial Git
Tutorial Git em português

Pacotes Python Adicionais

Outros Softwares

mmd's People

Contributors

Stargazers

Watchers

Forkers

israelst preinh turicas djongs andrebco lucianogmc camillantunes hcrespo lspinheiro leobrj gabriellento blodoli otaviomurillo elisamussumeci veniciusgrjr rkatz36368 lecraizer ibss29 guavila cldbas mavmod andrescofanocosta sergiogarciadev-forks lucasmachadorj paulodt profgusta lauragualda julianacrespo vnysds grazielesancer pdrohfa eduardocesar93 victorfcsouza gcastorazevedo renannovais grazisancer fjpantunes fninomiya oilujcesarv armendk saiteja-innoplexus fernandascovino vorobyevamargo joaocarabetta magno-m-s-silva deborabilard joaomamorim sayuritakeda gabrieljardimpp sauchilee igorvanoostveen ysenm apkbridget viviansun2013 zhianlin lecapeixoto guplages amarildomm luciahelena ana-soares mesquitaluiz75 ychaga sebastien-mitea ckabudula raphaelverissimo pedromteixeira coqueiro 20040227 gladyson carlaparreiras jlouize joaosamorim startcodebr

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