- Instructor: Suneel Kumar
- Lectures: 11
- Quizzes: 3
- Students: 4
- Duration: 10 weeks
Welcome to AppsTek’s Big Data Specialization! We are excited and looking forward to learning about you. Big Data requires new programming frameworks and systems. For this course, we don’t need programming knowledge or experience, but we do want to clear the foundation of some of the key concepts.
A good data analyst is one who turns data into relevant information, information into useful insights and insight into a business decision. Big data is data that contains greater variety, arriving in increasing volumes and with ever-higher velocity.
Around 2005, people began to realize just how much data users generated through Facebook, YouTube, and other online services. Hadoop was developed that same year. The development of open-source frameworks, such as Hadoop (and more recently, Spark) was essential for the growth of big data because they make big data easier to work with and cheaper to store.
Program Curriculum
- Understanding Big Data and Hadoop/Brief history of Hadoop
- Hadoop Architecture and HDFS
- Hadoop MapReduce Framework
- Advanced MapReduce
- Pig, Hive, Advanced Hive
- Data form databases with Sqoop
- Introduction to HBase & exploring master and region servers in HBase
- Processing Distributed Data with Apache Spark
- Streaming on Kafka
- Security components in Hadoop
- Live use cases hands on Hadoop Project
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Overview
In this section we'll show you how this course has been structured and how to get the most out of it. We'll also show you how to solve the exercises and submit quizzes.
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Basics
In this section you'll learn some basic concepts of programming languages and how to use them. You'll also learn how to write clean code using different code editors and tools.
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Lecture 2.1Working with Strings – Part 540m
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Lecture 2.2Working with Numbers – Part 535m
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Lecture 2.3Tuples, Sets, and Booleans – Part 520m
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Lecture 2.4Regular Expressions – Part 520m
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Lecture 2.5Version Control – Part 530m
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Quiz 2.1Function Exercises – Part 510m
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Quiz 2.2Model Forms Exercise – Part 510m
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Advanced
In this section you'll learn some core concepts of Object Oriented Programming. You'll also learn how to structure the data, debug and handling exceptions.
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Conclusion
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