Big Data using Apache Spark
Learn Apache Spark and get a guide to the most popular and workable framework for building and using big data applications.
₹35000
Description
Big data is a great challenge for large and mid sized companies. How can one work effectively and efficiently? This program introduces Apache Spark, the open source cluster computing system that makes process of decision sciences and analytics fast to both write and execute. In this program, you will handle bigger and larger datasets quickly via Spark Python API’s.
TECHNOLOGY USED: Apache Spark, Data Bricks
What Will I Learn?
- Learn how to deploy interactive, batch and streaming applications
Topics for this course
39 Lessons40h
Introduction to Hadoop, Spark and Python
An introduction to Big data
Hadoop Architecture
Mapper and Reducer
What is Apache Spark?
Apache Spark Jobs and API’s
Apache Spark2.0 Architecture
Use Conda notebooks and test spark using it
Introduction to Apache Spark
RDD’s in Apache Spark
Python Spark Libraries
Pyspark RDD’s
Data Frames
Prepare the Data for Modelling
Introducing MLlib
About the instructors
23 Courses
83 students
