230 Cursos sobre Ciência de Dados
Conforme já falamos por aqui, nosso time de cientista de dados contribui com a formação de pessoas para atuarem de forma direta na área de dados (análise, business analytics,...) através do Decoding, um curso com foco em análise de dados sociais, mas que obviamente também explora outras possibilidades dentro dessa área de conhecimento.
Em 2016, teremos 5 edições do Decoding no Brasil (SP, RJ, POA, BSB, BH) e também uma edição avançada que estamos chamando de Decoding BootCamp (esse nome talvez mude :) ), que será um ambiente de experimentação e prototipação de melhores práticas na área (esse será exclusivamente para quem já cursou a 1a edição do Decoding). Logo mais divulgaremos por aqui as datas/locais da nossas programação de 2016, mas por enquanto confere o filme de divulgação do curso com depoimentos de quem fez em 2015:
[embed]https://vimeo.com/139708642[/embed]
Mas esse post não tem a intenção de apenas divulgar nosso curso de ciência de dados, e sim ajudar todos aqueles que buscam um pouco mais de conhecimento ou especialização nessa área, que inclusive é considerada uma das mais promissoras em 2016, como pode ser visto nessa lista feita pela GlassDoor junto com a Bloomberg:
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Listamos aqui os melhores cursos (selecionados a dedo) sobre ciência de dados nas melhores universidades do mundo, eles podem ser feitos em sua maioria online e gratuitamente. Infelizmente, ainda temos poucos cursos em português na área, mas em vários desses listados é possível encontrar legendas em português. Os cursos aqui foram categorizados de forma simples para quem busca diferentes tipos de especialização. Confira a lista:
#Analytics (221)
Data Management & Visualization #free
https://www.coursera.org/learn/data-visualization
Exploratory Data Analysis #free
https://www.coursera.org/learn/exploratory-data-analysis
Analyzing & dataviz Excel #free
https://www.edx.org/course/analyzing-visualizing-data-excel-microsoft-dat206x
Regression Models #free
https://www.coursera.org/learn/regression-models
Regression Modeling in Practice #free
https://www.coursera.org/learn/regression-modeling-practice
Getting & Cleaning Data #free
https://www.coursera.org/learn/data-cleaning
Statistics #free
https://www.coursera.org/course/introstats
Outros Probability & Statistics #free (+38)
https://www.coursera.org/browse/data-science/probability-and-statistics
Analyzing & dataviz Power BI #free
https://www.edx.org/course/analyzing-visualizing-data-power-bi-microsoft-dat207x-0
Data analysis Basic R (1) #free
https://www.edx.org/course/foundations-data-analysis-part-1-utaustinx-ut-7-10x
Data analysis Basic Statistics (2) #free
https://www.edx.org/course/foundations-data-analysis-part-2-utaustinx-ut-7-20x
Career Edge: Business & Data analysis #free
https://www.edx.org/course/career-edge-business-data-analysis-fullbridgex-career3x
Developing Data Products #free
https://www.coursera.org/learn/data-products
Data analysis & life sciences (1) #free
Statistics & R
https://www.edx.org/course/data-analysis-life-sciences-1-statistics-harvardx-ph525-1x
Data analysis & life sciences (2) #free
Linear Models & Matrix Algebra
https://www.edx.org/course/data-analysis-life-sciences-2-harvardx-ph525-2x
Data analysis & life sciences (3) #free
Statistical inference & modeling
https://www.edx.org/course/data-analysis-life-sciences-3-harvardx-ph525-3x
Data analysis & life sciences (4) #free
High-Dimensional
https://www.edx.org/course/data-analysis-life-sciences-4-high-harvardx-ph525-4x
Data analysis & life sciences (5) #free
Bioconductor & Analysis of genomes
https://www.edx.org/course/career-edge-business-data-analysis-fullbridgex-career3x
Data analysis & life sciences (6) #free
High-performance & Genomics
https://www.edx.org/course/data-analysis-life-sciences-6-high-harvardx-ph525-6x
Data analysis & life sciences (7) #free
Case studies Genomics
https://www.edx.org/course/data-analysis-life-sciences-7-case-harvardx-ph525-7x
Machine learning & Analytics #free
https://www.edx.org/course/machine-learning-data-science-analytics-columbiax-ds102x
Machine Learning #free
https://www.coursera.org/learn/machine-learning
Outros de Machine Learning (+41)
https://www.coursera.org/browse/data-science/machine-learning
Data Analysis & Business #free
https://www.edx.org/xseries/data-analysis-business
Data science & Context #paid
https://www.edx.org/xseries/data-science-analytics-context
Data analysis & dashboard #free
https://www.edx.org/course/data-analysis-visualization-dashboard-delftx-ex102x
Data analysis & business dashboard #free
https://www.edx.org/course/data-analysis-building-own-business-delftx-ex103x
Data Visualization by Tableau
https://www.coursera.org/learn/analytics-tableau
Predictive analytics #free
https://www.edx.org/course/predictive-analytics-iimbx-qm901x
Data science Ethics #free
https://www.edx.org/course/data-science-ethics-michiganx-ds101x
The science of everyday thinking #free
https://www.edx.org/course/science-everyday-thinking-uqx-think101x-1
Analyzing global trends Business #free
https://www.edx.org/course/predictive-analytics-iimbx-qm901x
Datalogy: data-driven decision making #free #espanol
https://www.edx.org/course/datologia-la-toma-de-decisiones-basada-idbx-idb10x
Communicating results: Visualization, Ethics, Reproducibility
https://www.coursera.org/learn/data-results
Outros em Análise de Dados by Coursera (+110)
https://www.coursera.org/browse/data-science/data-analysis
#BusinessAnalytics (+9)
Customer Analytics #free #decoding
https://www.coursera.org/learn/wharton-customer-analytics
People Analytics HR #free
https://www.coursera.org/learn/wharton-people-analytics
Marketing Analytics #free
https://www.coursera.org/learn/market-analytics
The importance of Listening #free
https://www.coursera.org/learn/importance-of-listening
#Med
Algorithms for DNA sequencing #free
https://www.coursera.org/learn/dna-sequencing
Cognitive neuroscience robotics
https://www.edx.org/course/cognitive-neuroscience-robotics-part-osakaux-cnr101x
Statistical methods & gene mapping
https://www.edx.org/course/introduction-statistical-methods-gene-kyotoux-005x
DNA biology's genetic code
https://www.edx.org/course/dna-biologys-genetic-code-ricex-bioc300-2x-0
#Scale
Data Manipulation at Scale: System & Algorithms
https://www.coursera.org/learn/data-manipulation
#Tech (8)
Computer science & Python #free
https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-6
Python #free
https://www.edx.org/course/learn-program-using-python-utarlingtonx-cse1309x
Processing Big Data & Azure #free
https://www.edx.org/course/processing-big-data-azure-hdinsight-microsoft-dat202-1x
Predictive analytics & Hadoop #free
https://www.edx.org/course/implementing-predictive-analytics-hadoop-microsoft-dat202-3x
Managing Big Data & SQL #free
https://www.coursera.org/learn/analytics-mysql
Databases & Python #free
https://www.coursera.org/learn/python-databases
R Programming #free
https://www.coursera.org/learn/r-programming
Database Management #free
https://www.coursera.org/learn/database-management
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