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Bancos de dados e SQL para Ciência de Dados

Hima Vasudevan and Rav Ahuja
Grande parte dos dados do mundo reside em bancos de dados. SQL (ou Structured Query Language) é uma linguagem poderosa usada para se comunicar e extrair dados de bancos de dados. Um conhecimento prático de bancos de dados e SQL é essencial se você deseja se...
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Grande parte dos dados do mundo reside em bancos de dados. SQL (ou Structured Query Language) é uma linguagem poderosa usada para se comunicar e extrair dados de bancos de dados. Um conhecimento prático de bancos de dados e SQL é essencial se você deseja se tornar um cientista de dados. O objetivo deste curso é apresentar os conceitos de banco de dados relacional e ajudá-lo a aprender e aplicar o conhecimento básico da linguagem SQL. Também se destina a ajudá-lo a começar a executar o acesso SQL em um ambiente de ciência de dados. A ênfase neste curso está no aprendizado prático e participativo. Como tal, você trabalhará com bancos de dados reais, ferramentas de ciência de dados reais e conjuntos de dados do mundo real. Você criará uma instância de banco de dados na nuvem. Por meio de uma série de laboratórios práticos, você praticará a construção e a execução de consultas SQL. Você também aprenderá como acessar bancos de dados do notebook Jupyter usando SQL e Python. Não é necessário conhecimento prévio de bancos de dados, SQL, Python ou programação. Qualquer pessoa pode assistir a este curso gratuitamente. Se você optar por fazer este curso e obter o certificado do Coursera, também poderá obter um selo digital da IBM após a conclusão do curso. OFERTA POR TEMPO LIMITADO: a assinatura custa apenas US$ 39 por mês para obter acesso a materiais avaliados e um certificado.
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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Aimed at learners with no background in relational database or SQL, this course acclimatizes beginners to this field
Provides balanced practical and theoretical exposure to SQL
Apt for Data Science career-seekers seeking a foundation in SQL and relational databases
Emphasizes hands-on learning through practical assignments and Jupyter notebook-based exercises
Instructors have an established reputation in the realm of Data Science and SQL
Optional certificate and digital badge available from IBM upon completion

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Reviews summary

Practical sql mastery for data science

This course on 'Databases and SQL for Data Science' has middling reviews at 68/100. Though many enjoyed the course, a common gripe is trouble with registration, IBM cloud account creation issues, and issues with old instructions that don't work with newer versions of the platform. Despite these issues, reviews note that this course is fairly well-produced, with engaging lessons and teachers. Many students appreciated the hands-on approach and were able to learn more about the creation and implementation of databases. If you're looking to improve your SQL skills for data science, you may find this course helpful despite the technical issues some reviewers encountered.
Engaging, interactive learning
"A ênfase neste curso está no aprendizado prático e participativo."
"Como tal, você trabalhará com bancos de dados reais, ferramentas de ciência de dados reais e conjuntos de dados do mundo real."
Solid base in SQL for data science
"Curso abrange conceitos praticos e teoricos nas aulas, possuindo ambientes para desenvolver as habilidades necessarias para o final do curso."
"Excelente curso para dar inicio ao aprendizado de SQL, com um bom complemento de banco de dados e primeiros passos em acesso por python"
Instructions not up-to-date with platform changes
"O curso tinha tudo para ser excelente, porém vários estudantes do curso estão passando por problemas no momento de cadastrar o IBM cloud lite, erro no cadastro do cartão de crédito."
"Isso impossibilita o prosseguimento do curso, já que a parte prática fica comprometida."
Difficulties with IBM Cloud account setup
"Não consigo dar continuidade no curso pq não consigo criar minha conta gratuita no site da ibm cloud, já tentei por várias vezes o suporte da ibm e o suporte da coursera e não consigo contato com nada que não seja um robô."
"Não consegui fazer uma conta gratuita na IBM, o site fica pedindo cartão de crédito e mesmo colocando as informações dá erro e não consegui acessar o Cloud para a realização dos exercícios práticos."

Activities

Coming soon We're preparing activities for Bancos de dados e SQL para Ciência de Dados. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Bancos de dados e SQL para Ciência de Dados will develop knowledge and skills that may be useful to these careers:
Data Analyst
A Data Analyst collects, processes, and analyzes data to extract meaningful insights. They use their findings to help businesses make better decisions. SQL is a key tool for Data Analysts, as it allows them to query and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Data Analyst by teaching you how to create and execute queries, build data models, and analyze data.
Database Administrator
A Database Administrator (DBA) is responsible for the maintenance and performance of databases. They ensure that databases are available, secure, and performant. SQL is a key tool for DBAs, as it allows them to manage and troubleshoot databases. This course can help you develop the SQL skills you need to succeed as a DBA by teaching you how to create and manage databases, optimize performance, and secure data.
Data Scientist
A Data Scientist uses data to solve business problems. They use a variety of techniques, including statistics, machine learning, and data visualization. SQL is a key tool for Data Scientists, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Data Scientist by teaching you how to query and manipulate data, build data models, and analyze data.
Data Engineer
A Data Engineer builds and maintains data pipelines. They use a variety of tools and technologies, including SQL. SQL is a key tool for Data Engineers, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Data Engineer by teaching you how to create and execute queries, build data models, and analyze data.
Software Engineer
A Software Engineer designs, develops, and tests software applications. They use a variety of programming languages and technologies, including SQL. SQL is a key tool for Software Engineers, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Software Engineer by teaching you how to create and execute queries, build data models, and analyze data.
Risk Manager
A Risk Manager assesses risk and uncertainty. They use their findings to help businesses make better decisions. SQL is a key tool for Risk Managers, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Risk Manager by teaching you how to create and execute queries, build data models, and analyze data.
Epidemiologist
An Epidemiologist investigates the causes and distribution of diseases. They use their findings to help public health officials make better decisions. SQL is a key tool for Epidemiologists, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as an Epidemiologist by teaching you how to create and execute queries, build data models, and analyze data.
Forensic Accountant
A Forensic Accountant investigates financial crimes. They use their findings to help law enforcement and businesses bring criminals to justice. SQL is a key tool for Forensic Accountants, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Forensic Accountant by teaching you how to create and execute queries, build data models, and analyze data.
Market Researcher
A Market Researcher studies the market to understand consumer behavior. They use their findings to help businesses make better decisions. SQL is a key tool for Market Researchers, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Market Researcher by teaching you how to create and execute queries, build data models, and analyze data.
Health Data Analyst
A Health Data Analyst analyzes health data to identify trends and patterns. They use their findings to help healthcare providers make better decisions. SQL is a key tool for Health Data Analysts, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Health Data Analyst by teaching you how to create and execute queries, build data models, and analyze data.
Data Journalist
A Data Journalist uses data to tell stories. They use their findings to help the public understand important issues. SQL is a key tool for Data Journalists, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Data Journalist by teaching you how to create and execute queries, build data models, and analyze data.
Business Analyst
A Business Analyst analyzes business data to identify trends and patterns. They use their findings to help businesses make better decisions. SQL is a key tool for Business Analysts, as it allows them to query and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Business Analyst by teaching you how to create and execute queries, build data models, and analyze data.
Statistician
A Statistician collects, analyzes, and interprets data. They use their findings to help businesses make better decisions. SQL is a key tool for Statisticians, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Statistician by teaching you how to create and execute queries, build data models, and analyze data.
Quantitative Analyst
A Quantitative Analyst (Quant) uses mathematical and statistical models to analyze financial data. They use their findings to help businesses make investment decisions. SQL is a key tool for Quants, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as a Quant by teaching you how to query and manipulate data, build data models, and analyze data.
Actuary
An Actuary assesses risk and uncertainty. They use their findings to help businesses make better decisions. SQL is a key tool for Actuaries, as it allows them to access and manipulate data from databases. This course can help you develop the SQL skills you need to succeed as an Actuary by teaching you how to create and execute queries, build data models, and analyze data.

Reading list

We've selected nine books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Bancos de dados e SQL para Ciência de Dados.
Comprehensive guide to deep learning. It covers topics such as neural networks, convolutional neural networks, and recurrent neural networks. It valuable resource for learning the fundamentals of deep learning.
This comprehensive textbook on database systems that covers topics such as data modeling, database design, and database implementation. It provides a thorough understanding of the underlying concepts of database systems and can serve as a reference for further exploration of the subject.
Comprehensive guide to statistical learning. It covers topics such as linear regression, logistic regression, and decision trees. It valuable resource for learning the fundamentals of statistical learning.
Practical guide to writing effective SQL queries. It covers topics such as data modeling, query optimization, and troubleshooting. It can be used as a reference tool for writing and optimizing SQL queries.
Comprehensive guide to statistical learning. It covers topics such as linear regression, logistic regression, and decision trees. It valuable resource for learning the fundamentals of statistical learning.
Comprehensive guide to data science. It covers topics such as data collection, data cleaning, data analysis, and machine learning. It valuable resource for learning the fundamentals of data science.
Practical guide to using Pandas for data analysis. It covers topics such as data loading, data cleaning, and data exploration. It useful resource for learning how to use Pandas for data science tasks.
Comprehensive guide to using Python for data analysis. It covers topics such as data cleaning, data manipulation, and data visualization. It valuable resource for learning how to use Python for data science tasks.
Quick and easy introduction to SQL. It covers the basics of SQL syntax and can be used to get started with writing SQL queries quickly. However, it lacks in-depth coverage of more advanced topics.

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