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Advance Your Skills in the Hadoop/NoSQL Data Science Stack

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Free Online Course: Advance Your Skills in the Hadoop/NoSQL Data Science Stack provided by LinkedIn Learning is a comprehensive online course, which lasts for 13 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Advance Your Skills in the Hadoop/NoSQL Data Science Stack is taught by Ben Sullins, Dan Sullivan, Lynn Langit, Kumaran Ponnambalam, Ben Sullins, Robert Van Cleave and Dan Sullivan.

via LinkedIn Learning
13 hours worth of material
Self Paced
Overview

  • The ecosystem of data science tools based on the Hadoop and NoSQL stack is a crucial and growing part of the future of the industry. Data engineers need a broad knowledge of the components of this platform, and this learning path enables learners to dig in and skill up.

    • Extend your general Hadoop knowledge.
    • Branch into related tools such as Kafka, HBase, Hive, and Cassandra.
    • Build your NoSQL skills.

Syllabus

    • Course 1: Analyzing Big Data with Hive
      • Learn how to use Hive to analyze large datasets and derive information from Hadoop. Learn how to work with tables, structures, aggregations, clauses, functions, and more.
    • Course 2: Advanced NoSQL for Data Science
      • Explore the fundamentals of NoSQL. Learn the differences between NoSQL and traditional relational databases, discover how to perform common data science tasks with NoSQL, and more.
    • Course 3: Cloud Hadoop: Scaling Apache Spark
      • Generate genuine business insights from big data. Learn to implement Apache Hadoop and Spark workflows on AWS.
    • Course 4: Apache Kafka Essential Training: Building Scalable Applications
      • Learn about the scalability and manageability aspects of Apache Kafka and how to build asynchronous applications with Kafka and Java.
    • Course 5: Hadoop for Data Science Tips, Tricks, & Techniques
      • Get up to speed with Hadoop. Learn tips and tricks for doing data science work in this popular big data platform.
    • Course 6: NoSQL Data Modeling Essential Training
      • Get started with data modeling for NoSQL databases and learn how to work with common design patterns.
    • Course 7: Cassandra Data Modeling Essential Training
      • Learn about the architecture of Cassandra—a popular NoSQL database capable of handling large amounts of fast-changing data—and discover how to design Cassandra data models.

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