Programa de cursos integrados Data Science

Inicia em Sep 20

Programa de cursos integrados Data Science

Launch Your Career in Data Science. A nine-course introduction to data science, developed and taught by leading professors.

Sobre esse Programa de cursos integrados

Ask the right questions, manipulate data sets, and create visualizations to communicate results. This Specialization covers the concepts and tools you'll need throughout the entire data science pipeline, from asking the right kinds of questions to making inferences and publishing results. In the final Capstone Project, you’ll apply the skills learned by building a data product using real-world data. At completion, students will have a portfolio demonstrating their mastery of the material.

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Parceiros do setor:

courses
10 courses

Siga a ordem sugerida ou escolha a sua própria.

projects
Projetos

Projetado para ajudar a praticar e aplicar as habilidades que aprendeu.

certificates
Certificados

Dê destaque às suas novas habilidades em seu currículo ou no seu perfil do LinkedIn.

Cursos
Beginner Specialization.
No prior experience required.
  1. CURSO 1

    As Ferramentas do Cientista de Dados

    Compromisso
    1-4 horas/semana
    Legendas
    English, French, Chinese (Simplified), Greek, Italian, Portuguese (Brazilian), Vietnamese, Russian, Turkish, Hebrew

    Sobre o curso

    Neste curso você receberá uma introdução às ferramentas e idéias mais importantes da "caixa de ferramenta do cientista". O curso dará uma visão geral de dados, perguntas e ferramentas utilizadas pelo cientista para a análise de dados. Este curso poss
  2. CURSO 2

    R Programming

    Legendas
    English, French, Chinese (Simplified), Vietnamese, Japanese

    Sobre o curso

    In this course you will learn how to program in R and how to use R for effective data analysis. You will learn how to install and configure software necessary for a statistical programming environment and describe generic programming language c
  3. CURSO 3

    Getting and Cleaning Data

    Legendas
    English, French, Chinese (Simplified), Vietnamese, Russian

    Sobre o curso

    Before you can work with data you have to get some. This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various formats. It will also co
  4. CURSO 4

    Exploratory Data Analysis

    Legendas
    English, Chinese (Simplified)

    Sobre o curso

    This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models. Exploratory techniques a
  5. CURSO 5

    Reproducible Research

    Compromisso
    4-9 hours/week
    Legendas
    English

    Sobre o curso

    This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more generally, scientific claims, are published with their data and software code
  6. CURSO 6

    Statistical Inference

    Legendas
    English

    Sobre o curso

    Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical modeling, data oriented strategies and explicit use of desi
  7. CURSO 7

    Regression Models

    Legendas
    English

    Sobre o curso

    Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This
  8. CURSO 8

    Practical Machine Learning

    Legendas
    English

    Sobre o curso

    One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applic
  9. CURSO 9

    Developing Data Products

    Legendas
    English

    Sobre o curso

    A data product is the production output from a statistical analysis. Data products automate complex analysis tasks or use technology to expand the utility of a data informed model, algorithm or inference. This course covers the basics of creati
  10. CURSO 10

    Data Science Capstone

    Próxima sessão: Oct 15
    Compromisso
    4-9 hours/week
    Legendas
    English

    Sobre o Trabalho de Conclusão

    The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, an

Desenvolvedores

  • Johns Hopkins University

    Johns Hopkins University is recognized as a destination for excellent, ambitious scholars and a world leader in teaching and research. The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.

    The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.

  • Roger D. Peng, PhD

    Roger D. Peng, PhD

    Associate Professor, Biostatistics
  • Brian Caffo, PhD

    Brian Caffo, PhD

    Professor, Biostatistics
  • Jeff Leek, PhD

    Jeff Leek, PhD

    Associate Professor, Biostatistics

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