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Curriculum Designed by Experts
Multisoft Virtual Academy’s Apache Spark Certification Corporate Training is specially curated for businesses aiming to upskill their workforce in big data processing and real-time analytics. This training enables your team to work confidently with Spark Core, SQL, Streaming, and MLlib, using Scala or Python. Delivered by certified industry experts, our course combines practical labs, project-based learning, and flexible online sessions to ensure a seamless and impactful learning journey. Whether your organization is starting with Spark or scaling advanced analytics, this program empowers your team to make data-driven decisions and gain industry-recognized certification.
Apache Spark Training offers in-depth knowledge of distributed data processing and analytics. The course covers fundamental concepts such as cluster computing, Spark architecture, and data transformations, followed by advanced topics like real-time streaming, machine learning, and graph processing. Participants will work with programming languages such as Python (PySpark) and Scala to implement Spark-based solutions.
- What is Spark and what is its purpose?
- Components of the Spark unified stack
- Resilient Distributed Dataset (RDD)
- Downloading and installing Spark standalone
- Scala and Python overview
- Launching and using Spark’s Scala and Python shell
- Understand how to create parallelized collections and external datasets
- Work with Resilient Distributed Dataset (RDD) operations
- Utilize shared variables and key-value pairs
- Understand the purpose and usage of the SparkContext
- Initialize Spark with the various programming languages
- Describe and run some Spark examples
- Pass functions to Spark
- Create and run a Spark standalone application
- Submit applications to the cluster
- Understand and use the various Spark libraries
- Understand components of the Spark cluster
- Configure Spark to modify the Spark properties, environmental variables, or logging properties
- Monitor Spark using the web UIs, metrics, and external instrumentation
- Understand performance tuning considerations
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Apache Spark Certification Corporate Training Certification
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