A hands on developers course to learn popular big data tools Hadoop, Hive & Spark including Machine Learning with Spark
Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.
Apache Hadoop, Hive and Spark are very popular big data tools used by many organizations. Through this course, students can develop big data applications including machine learning using these tools.
Practice with 20 demos and more than 50 practice activities that push you beyond what you learn in the class to become a big data developer
By the end of this course, students will be able to set up a big data development environment, copy data into a big data cluster, write map-reduce programs to process big data, run big data applications using Yarn.
Students can query big data using Hive, process big data through dataframes in Spark, store data in Parquet format to take advantage of predicate pushdowns, chain multiple transformations of data including windowing and pivoting.
Students will also implement machine learning techniques using Spark to solve business problems like prediction, recommendation engine and anomaly detection.
This comprehensive Big Data Foundation for Developers curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.
Understand what you need to succeed in this course and determine if it's the right fit for your learning goals
What you need before starting this Big Data Foundation for Developers course:
This course is perfect for:
Everything you need to know about this online course, from duration to certification
Course Instructor
Ganapathi Devappa
Expert instructor with industry experience
Course Language
English
All materials in English
This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.
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