This is your path to a career in data analytics. In this program, you’ll learn in-demand skills that will have you job-ready in less than 6 months. No degree or experience required.

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Google Career Certificates
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Certificado Profissional Análise de dados do GoogleGoogle

O que você vai aprender

Gain an immersive understanding of the practices and processes used by a junior or associate data analyst in their day-to-day job

Learn key analytical skills (data cleaning, analysis, & visualization) and tools (spreadsheets, SQL, R programming, Tableau)

Understand how to clean and organize data for analysis, and complete analysis and calculations using spreadsheets, SQL and R programming

Learn how to visualize and present data findings in dashboards, presentations and commonly used visualization platforms

Habilidades que você terá

SpreadsheetData CleansingData AnalysisData Visualization (DataViz)SQLQuestioningDecision-MakingProblem SolvingMetadataData CollectionData EthicsSample Size Determination

Sobre este Certificado profissional

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Prepare for a new career in the high-growth field of data analytics, no experience or degree required. Get professional training designed by Google and have the opportunity to connect with top employers. There are 337,400 U.S. job openings in data analytics with a $67,900 average entry-level salary.¹ Data analytics is the collection, transformation, and organization of data in order to draw conclusions, make predictions, and drive informed decision making. Over 8 courses, gain in-demand skills that prepare you for an entry-level job. You’ll learn from Google employees whose foundations in data analytics served as launchpads for their own careers. At under 10 hours per week, you can complete the certificate in less than 6 months. You’ll prepare yourself for jobs that include junior or associate data analyst, database administrator, and more. Upon completion of the certificate, you can directly apply for jobs with Google and over 130 U.S. employers, including Walmart, Best Buy, Astreya. 82% of Google Career Certificate graduates report a positive career outcome like a new job, promotion, or raise within 6 months.² Check out all Google Career Certificates here. ¹Burning Glass: Labor Insight (Last 12 Months: Feb. 1, 2020 - Jan. 31, 2021) ²Coursera Learner Outcome Survey, all time for Google IT Support Certificate. Data is collected via on-platform surveys or email and is cumulative from Jan 2018 - Jan 2021.

Projeto de Aprendizagem Aplicada

This program includes over 180 hours of instruction and hundreds of practice-based assessments, which will help you simulate real-world data analytics scenarios that are critical for success in the workplace. The content is highly interactive and exclusively developed by Google employees with decades of experience in data analytics. Through a mix of videos, assessments, and hands-on labs, you’ll get introduced to analysis tools and platforms and key analytical skills required for an entry-level job.

Skills you’ll gain will include: Data cleaning, problem solving, critical thinking, data ethics, and data visualization

Platforms and tools you will learn include: Presentations, Spreadsheets, SQL, Tableau and R Programming

In addition to expert training and hands-on projects, you'll complete a case study that you can share with potential employers to showcase your new skill set. Learn concrete skills that top employers are hiring for right now.

Certificados compartilháveis

Tenha o certificado após a conclusão

Cursos 100% on-line

Comece imediatamente e aprenda em seu próprio cronograma.

Cronograma flexível

Definição e manutenção de prazos flexíveis.

Nível iniciante

No degree or prior experience required

Aproximadamente 6 meses para ser concluído

Ritmo sugerido de 10 horas/semana

Inglês

Legendas: Inglês

Certificados compartilháveis

Tenha o certificado após a conclusão

Cursos 100% on-line

Comece imediatamente e aprenda em seu próprio cronograma.

Cronograma flexível

Definição e manutenção de prazos flexíveis.

Nível iniciante

No degree or prior experience required

Aproximadamente 6 meses para ser concluído

Ritmo sugerido de 10 horas/semana

Inglês

Legendas: Inglês

O que é um Certificado Profissional?

Adquira o conhecimento para garantir uma vaga

Não importa se quer começar uma nova carreira ou aperfeiçoar a atual: os Certificados Profissionais do Coursera ajudam você a ficar pronto para conseguir uma vaga. Aprenda no seu ritmo, quando e onde for melhor para você. Matricule-se já e descubra um novo plano de carreira com o teste grátis de 7 dias. Você pode parar o aprendizado por um tempo ou cancelar a inscrição quando quiser.

Projetos práticos

Use o conhecimento adquirido com projetos práticos e crie um portfólio que mostre que é o candidato ideal a possíveis empregadores. Você precisará concluir o(s) projeto(s) para receber o Certificado.

Obtenha uma credencial na carreira

Depois de concluir todos os cursos no programa, você receberá o certificado para compartilhar com sua rede profissional, bem como terá acesso a recursos de apoio à carreira para ajudá-lo a começar com o pé direito. Muitos Certificados Profissionais contam com parceiros de contratação que reconhecem as qualificações do Certificado Profissional, enquanto outros ajudam a preparar você para um exame de certificação. É possível obter mais informações sobre o que pode ser feito com um Certificado Profissional nas páginas específicas.

Este Certificado profissional contém 8 cursos

Curso1

Curso 1

Foundations: Data, Data, Everywhere

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This is the first course in the Google Data Analytics Certificate. These courses will equip you with the skills you need to apply to introductory-level data analyst jobs. Organizations of all kinds need data analysts to help them improve their processes, identify opportunities and trends, launch new products, and make thoughtful decisions. In this course, you’ll be introduced to the world of data analytics through hands-on curriculum developed by Google. The material shared covers plenty of key data analytics topics, and it’s designed to give you an overview of what’s to come in the Google Data Analytics Certificate. Current Google data analysts will instruct and provide you with hands-on ways to accomplish common data analyst tasks with the best tools and resources.

Learners who complete this certificate program will be equipped to apply for introductory-level jobs as data analysts. No previous experience is necessary. By the end of this course, you will: - Gain an understanding of the practices and processes used by a junior or associate data analyst in their day-to-day job. - Learn about key analytical skills (data cleaning, data analysis, data visualization) and tools (spreadsheets, SQL, R programming, Tableau) that you can add to your professional toolbox. - Discover a wide variety of terms and concepts relevant to the role of a junior data analyst, such as the data life cycle and the data analysis process. - Evaluate the role of analytics in the data ecosystem. - Conduct an analytical thinking self-assessment. - Explore job opportunities available to you upon program completion, and learn about best practices in the job search.

Curso2

Curso 2

Ask Questions to Make Data-Driven Decisions

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860 avaliações

This is the second course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. You’ll build on your understanding of the topics that were introduced in the first Google Data Analytics Certificate course. The material will help you learn how to ask effective questions to make data-driven decisions, while connecting with stakeholders’ needs. Current Google data analysts will continue to instruct and provide you with hands-on ways to accomplish common data analyst tasks with the best tools and resources.

Learners who complete this certificate program will be equipped to apply for introductory-level jobs as data analysts. No previous experience is necessary. By the end of this course, you will: - Learn about effective questioning techniques that can help guide analysis. - Gain an understanding of data-driven decision-making and how data analysts present findings. - Explore a variety of real-world business scenarios to support an understanding of questioning and decision-making. - Discover how and why spreadsheets are an important tool for data analysts. - Examine the key ideas associated with structured thinking and how they can help analysts better understand problems and develop solutions. - Learn strategies for managing the expectations of stakeholders while establishing clear communication with a data analytics team to achieve business objectives.

Curso3

Curso 3

Prepare Data for Exploration

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457 avaliações

This is the third course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. As you continue to build on your understanding of the topics from the first two courses, you’ll also be introduced to new topics that will help you gain practical data analytics skills. You’ll learn how to use tools like spreadsheets and SQL to extract and make use of the right data for your objectives and how to organize and protect your data. Current Google data analysts will continue to instruct and provide you with hands-on ways to accomplish common data analyst tasks with the best tools and resources.

Learners who complete this certificate program will be equipped to apply for introductory-level jobs as data analysts. No previous experience is necessary. By the end of this course, you will: - Find out how analysts decide which data to collect for analysis. - Learn about structured and unstructured data, data types, and data formats. - Discover how to identify different types of bias in data to help ensure data credibility. - Explore how analysts use spreadsheets and SQL with databases and data sets. - Examine open data and the relationship between and importance of data ethics and data privacy. - Gain an understanding of how to access databases and extract, filter, and sort the data they contain. - Learn the best practices for organizing data and keeping it secure.

Curso4

Curso 4

Process Data from Dirty to Clean

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401 avaliações

This is the fourth course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. In this course, you’ll continue to build your understanding of data analytics and the concepts and tools that data analysts use in their work. You’ll learn how to check and clean your data using spreadsheets and SQL as well as how to verify and report your data cleaning results. Current Google data analysts will continue to instruct and provide you with hands-on ways to accomplish common data analyst tasks with the best tools and resources.

Learners who complete this certificate program will be equipped to apply for introductory-level jobs as data analysts. No previous experience is necessary. By the end of this course, you will be able to do the following: - Learn how to check for data integrity. - Discover data cleaning techniques using spreadsheets. - Develop basic SQL queries for use on databases. - Apply basic SQL functions for cleaning and transforming data. - Gain an understanding of how to verify the results of cleaning data. - Explore the elements and importance of data cleaning reports.

Instrutores

Google Career Certificates
Instrutor principal

2.096.251 aprendizes

52 Cursos

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Google

Google Career Certificates are part of Grow with Google, an initiative that draws on Google's 20-year history of building products, platforms, and services that help people and businesses grow. Through programs like these, we aim to help everyone– those who make up the workforce of today and the students who will drive the workforce of tomorrow – access the best of Google’s training and tools to grow their skills, careers, and businesses.

Perguntas Frequentes – FAQ

Vou ganhar créditos universitários por concluir a Especialização?
Este Programa de cursos integrados não oferece créditos universitários, mas algumas universidades podem aceitar certificados de Programas de cursos integrados que podem ser convertidos em créditos. Entre em contato com sua instituição para saber mais. Com os cursos on-line e os certificados Mastertrack™ do Coursera, é possível ganhar créditos universitários.
Can I just enroll in a single course?
Se você se inscrever, terá 7 dias para testar sem custo e, durante este período, pode cancelar sem multa. Depois disso, não reembolsamos, mas você pode cancelar sua inscrição a qualquer momento. Veja nossa política para o reembolso total.
Posso me inscrever em um único curso?
Sim! Para começar, clique no cartão do curso que lhe interessa e se inscreva. Você pode se inscrever e completar o curso para obter um certificado compartilhável, ou pode participar como ouvinte e assistir o material do curso sem custo. Quando você se inscreve em um curso que é parte de um certificado, está automaticamente inscrito ao certificado completo. Visite o painel do aluno para acompanhar seu progresso.
Este curso é realmente 100% on-line? Eu preciso assistir alguma aula pessoalmente?
Este curso é totalmente on-line, então não existe necessidade de aparecer em uma sala de aula pessoalmente. Você pode acessar suas palestras, leituras e atribuições a qualquer hora e qualquer lugar, via web ou dispositivo móvel.
Why start a career in data analytics?
Data analysts make sense of data and numbers to help organizations make better business decisions. They prepare, process, analyze, and visualize data, discovering patterns and trends and answering key questions along the way. Their work empowers their wider team to make better business decisions.
What kind of companies hire Data Analytics professionals?
Organizations of all kinds, in industries as varied as entertainment, finance, health care, tech, and more, need data analysts to help them improve their processes and launch new products.
How much does this certificate cost?
In the U.S. and Canada, Coursera charges $39/month after the initial 7 day free trial period. The certificate can be completed in less than 6 months of part time study, meaning most learners complete for under $300 USD. In other countries where the IT Support Certificate is available, your cost may be lower. Google does not generate any revenue from Google Career Certificates and has made need-based financial assistance available.
Is this program offered in other languages?
This certificate is currently available globally in English. We are working on adding more languages soon. Some tools - like the employer consortium - are only available in the United States at this time. Please check back here for updates.
What background knowledge is necessary?
None! Whether you’re completely new to the job field or have had some exposure, a Google Career Certificate is the right program for you.
Do I need to take the courses in a specific order?
We highly recommend taking the courses of each certificate program in the order presented, as the content builds on information from earlier courses.
Will you be teaching R or Python?
This program teaches the open-source programming language, R. R is a great starting point for foundational data analysis, and offers helpful packages for beginners to apply to their projects. We do not cover Python in the curriculum but encourage learners to explore Python after completion if they'd like to continue their learning journey.
Which jobs does this program prepare for?
One of the most exciting parts of being a data analyst is the number of opportunities available. Nearly every company has the ability to collect data, and the amount of data is growing larger and larger. This has led to a higher demand for employees who can organize and analyze data to unearth insights. Organizations have trouble recruiting for positions that require data analysis skills, and demand for these jobs will continue to increase, with about 11.5 million data related jobs being created in the U.S. by 2026 (BLS).
A career in data analytics allows you the opportunity to specialize, this just means you’ll be focused on in-depth knowledge for an specific industry and your day to day work will revolve around problem solving for that industry. Some common titles can include: Junior Data Analyst, Junior Data Scientist, HR/Payroll Analyst, Finance Analyst, Operations Analyst, Business Intelligence Analyst, Healthcare Analyst and many more.
What will I be able to do upon completing the professional certificate?
Google Career Certificates are designed to prepare you for an entry-level role in job fields like IT support, data analytics, project management, or UX design - whether that’s doing in-person or remote work, at a small company or a large enterprise organization. Upon completion of the certificate, you will have the option to share your information with top U.S. employers that are hiring entry-level professionals, like Cognizant, H&R Block, Hulu, JM Smucker, Infosys, Intel, KForce, MCPc, PNC Bank, RICOH USA, TEKSystems, UPMC, Veterans United Home Loans, Walmart and of course, Google. Currently, access to jobs in the employer consortium is only available to those eligible to work in the U.S., but it is expanding to India, Europe, and other regions soon.
What resources will be available to help with the job search process?
In addition to expert-led training and hands-on projects designed to prepare you for a job, you'll get access to interview tips, mock interviews and resume building workshops, career coaching sessions and more. You'll also be able to connect with over 130 U.S. employers who are searching for candidates who have completed a Google Career Certificate.
Why did Google create this program?
Google had long faced an issue that many other companies also contend with: we had open IT Support roles, and not enough qualified candidates to fill them. So we built and tested a training program to provide pathways to jobs in technical support at Google, for people with no college degree or experience. In 2018, Google launched the IT Support Career Certificate, so that this training could be available to everyone. Since then, thousands of people have completed the program, making it the top professional certificate program on Coursera. 82% of U.S. program graduates report a positive career outcome within 6 months of completion, such as getting a new job, promotion or raise.
When we saw the positive impact this program was having on people all over the world, we wanted to expand into additional fast-growing, high-paying career fields – Project Management, Data Analytics and UX Design. These certificates, built and taught by Google, are designed to prepare people from all backgrounds for jobs where there is great demand for qualified candidates. Like the IT Support Certificate, no degree or relevant experience is required, and at the completion of the program, graduates will be able to connect directly with over 130 U.S. employers who are accepting Google Career Certificates for open jobs.

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