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HRDF Approved Training Provider in Malaysia - Modular Fast Track Skill-Based Trainings

Apache Spark Essential Training

Apache Spark is a powerful platform that provides users with new ways to store and make use of big data. In this course, get up to speed with Spark, and discover how to leverage this popular processing engine to deliver effective and comprehensive insights into your data. The trainer will how you  how to analyze data in Spark using PySpark and Spark SQL, explores running machine learning algorithms using MLib, demonstrates how to create a streaming analytics application using Spark Streaming, and more.
Topics include:

  • Overview of Apache Spark
  • Apache Spark components
  • Databricks
  • data interfaces
  • Import files
  • Spark ML for Machine Learning
  • Spark SQL for querying streaming data

HRDF SBL Claimable for Employers Registered with HRDF

HRDF claimable

Course Code: M456

Course Booking

MYR880.00 (GST-exclusive)

Course Date

Course Time

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Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Course Details

Module 2: Exploring Data

  • Data Interface
  • RDD Basic Operations
  • Import Data
  • Actions and Transformations
  • Saving Results

Module 3: Analyzing Data

  • Select and FIlter Data
  • Aggregate Data
  • Save Data

Module 4: SparkSQL

  • Creating Tables
  • Querying Data 
  • Visualizing Data

Module 5: Machine Learning

  • ML or MLlib Module
  • Preprocessing Data
  • Linear Regression
  • Classification

Module 6: Spark Streaming

  • Streaming Setup
  • Querying Streaming Data

Who Should Attend

  • Data Scientists
  • Data Analysts
  • Apache Spark developers who want to use Apache Spark for Hadoop Big Data analysis

Prerequisite

Basic knowledge of Python is assumed

Trainers

Apache Spark TrainerDr Atabak has Total of 15 years of experience in software development/architecture and system integration. Broad experience in commercial software architecture and development. Experience in all stages of the software development lifecycle, high performance, and high-availability secure reliable systems. Experienced team and project lead of 10-15 through SDLC iterations, Agile and eXtreme Programming practitioner mentored fellow developers on the various aspects of application architecture and development, work well with customers. Architects solutions in agile and scrum development environments. Deep understanding of technology with a focus on delivering business solutions. Externalizes configuration and business logic to ease client software implementations. Expertise in full project life cycle development including implementation and integration. Successful background working with stakeholders to develop an architecture framework that aligns strategy, processes, and IT assets with a business goal. Work closely with project managers, developers, and focus groups to avoid redundancy, minimize expenditures, and improve overall synergy within the organization.

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