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Perform basic data analysis tasks using Java streams
Sherif A. Tawfik Abbas
Sherif A. Tawfik Abbas
In this 1-hour long project-based course, you will learn how to create a Java Stream object based on an array of data, and understand the distinction between terminal and intermediate stream operations. You will iterate through the data stream using the forEach method, and use a range of Stream methods to perform logical operations on the data stream. You will perform basic statistical calculations on a stream of numeric data, and string operations on a stream of string data. You will learn how to use the map, filter, and reduce Stream methods. Finally, you will learn how to load a CSV file, the COVID vaccination dataset, and turn it into a data stream, and perform basic exploratory analysis of the data.
Read more
In this 1-hour long project-based course, you will learn how to create a Java Stream object based on an array of data, and understand the distinction between terminal and intermediate stream operations. You will iterate through the data stream using the forEach method, and use a range of Stream methods to perform logical operations on the data stream. You will perform basic statistical calculations on a stream of numeric data, and string operations on a stream of string data. You will learn how to use the map, filter, and reduce Stream methods. Finally, you will learn how to load a CSV file, the COVID vaccination dataset, and turn it into a data stream, and perform basic exploratory analysis of the data.
Read more
In this 1-hour long project-based course, you will learn how to create a Java Stream object based on an array of data, and understand the distinction between terminal and intermediate stream operations. You will iterate through the data stream using the forEach method, and use a range of Stream methods to perform logical operations on the data stream. You will perform basic statistical calculations on a stream of numeric data, and string operations on a stream of string data. You will learn how to use the map, filter, and reduce Stream methods. Finally, you will learn how to load a CSV file, the COVID vaccination dataset, and turn it into a data stream, and perform basic exploratory analysis of the data.
Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Register for this course and see more details by visiting:
OpenCourser.com/course/fa503d/perform
What's inside
Syllabus
Project Overview
You will learn how to create a Java Stream object based on an array of data, and understand the distinction between terminal and intermediate stream operations. You will iterate through the data stream using the forEach method, and use a range of Stream methods to perform logical operations on the data stream. You will perform basic statistical calculations on a stream of numeric data, and string operations on a stream of string data. You will learn how to use the map, filter, and reduce Stream methods. Finally, you will learn how to load a CSV file, the COVID vaccination dataset, and turn it into a data stream, and perform basic exploratory analysis of the date.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Engages learners with basic and intermediate Java streams concepts, making it a suitable choice for beginners
Course is specifically tailored to those interested in the Java programming language
Provides hands-on experience with practical examples, enhancing comprehension
Introduces learners to the use of stream methods like map, filter, and reduce, expanding their Java programming capabilities
Covers fundamental concepts of stream operations, ensuring a solid understanding of Java streams
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Reviews summary
Java streams data analysis course
Learners say this Perform basic data analysis tasks using Java streams course is excellent! According to students, this course provides great projects for hands-on data analysis practice.
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Perform basic data analysis tasks using Java streams.
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Career center
Learners who complete Perform basic data analysis tasks using Java streams will develop knowledge and skills
that may be useful to these careers:
Data Analyst
Data Analyst
Data Analysts use their knowledge of data analysis and statistical techniques to solve business problems. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Data Analyst role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Data Scientist
Data Scientist
Data Scientists use their knowledge of data analysis, machine learning, and statistical modeling to extract insights from data. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Data Scientist role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Business Analyst
Business Analyst
Business Analysts use their knowledge of business processes and data analysis techniques to improve organizational performance. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Business Analyst role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Operations Research Analyst
Operations Research Analyst
Operations Research Analysts use their knowledge of mathematics, statistics, and computer science to improve the efficiency of organizations. This course will help you build a foundation in data analysis using Java streams, which will be valuable for an Operations Research Analyst role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Statistician
Statistician
Statisticians use their knowledge of statistical methods to collect, analyze, and interpret data. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Statistician role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Software Engineer role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Financial Analyst
Financial Analyst
Financial Analysts use their knowledge of financial markets and data analysis techniques to make investment recommendations. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Financial Analyst role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Risk Analyst
Risk Analyst
Risk Analysts use their knowledge of risk management techniques to identify and assess risks. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Risk Analyst role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Data Engineer
Data Engineer
Data Engineers design, build, and maintain data pipelines and infrastructure. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Data Engineer role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Data Visualization Specialist
Data Visualization Specialist
Data Visualization Specialists use their knowledge of data visualization techniques to create visual representations of data. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Data Visualization Specialist role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Quantitative Analyst
Quantitative Analyst
Quantitative Analysts use their knowledge of mathematics, statistics, and programming to develop and implement financial models. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Quantitative Analyst role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Actuary
Actuary
Actuaries use their knowledge of mathematics, statistics, and financial markets to assess and manage risk. This course will help you build a foundation in data analysis using Java streams, which will be valuable for an Actuary role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Market Researcher
Market Researcher
Market Researchers use their knowledge of data analysis and market research techniques to understand consumer behavior. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Market Researcher role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Fraud Analyst
Fraud Analyst
Fraud Analysts use their knowledge of fraud detection techniques to identify and investigate fraudulent activity. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Fraud Analyst role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers design, develop, and maintain machine learning models. This course will help you build a foundation in data analysis using Java streams, which will be valuable for a Machine Learning Engineer role. You will learn how to load and manipulate data, perform statistical calculations, and create visualizations. This course will also help you develop the critical thinking skills that are essential for success in this field.
For more career information including salaries, visit:
OpenCourser.com/course/fa503d/perform
Reading list
We've selected 11 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
Perform basic data analysis tasks using Java streams.
Provides a comprehensive overview of Java 8 lambdas, covering topics such as lambda expressions, method references, and functional interfaces.
Provides a collection of recipes for using the Java Stream API to solve common programming problems.
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Provides a collection of 78 proven guidelines for writing effective Java code.
Save
Provides a beginner-friendly introduction to Java programming.
Provides a very beginner-friendly introduction to Java programming.
Provides a comprehensive reference for the Java programming language.
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Provides a concise reference for the Java programming language.
Save
Provides a comprehensive overview of Java programming, with a focus on object-oriented programming.
Provides a beginner-friendly introduction to design patterns.
Save
Is the definitive reference for design patterns.
Save
Provides a set of best practices for writing clean code.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/fa503d/perform
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Effort
2 hours
Level
Intermediate
Via
Coursera
Institution
Coursera Project Network
Instructor
Sherif A. Tawfik Abbas
Language
English
Good to know
Engages learners with basic and intermediate Java streams concepts, making it a suitable choice for beginners
Course is specifically tailored to those interested in the Java programming language
Provides hands-on experience with practical examples, enhancing comprehension
Introduces learners to the use of stream methods like map, filter, and reduce, expanding their Java programming capabilities
Covers fundamental concepts of stream operations, ensuring a solid understanding of Java streams
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