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SPARK & SCALA
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4.4 (2074 Ratings)
Apache Spark with Scala Online Training by experts from Industry
Scala Essentials | Traits and OOPs in Scala |Functional Programming in Scala
Introduction to Big Data and Spark | Spark Baby Steps | Playing with RDDs
Shark – When Spark meets Hive ( Spark SQL) | Spark Streaming
Spark Mlib | Spark GraphX | Project and Installation
Overview
The Syllabus
Curriculum Designed by Experts
Module 1
- Introduction to Scala
- Learning Objectives – In this module, you will understand basic concepts of Scala,motives towards learning a new language and get your set-up ready.
Topics
- Why Scala?
- What is Scala?
- Introducing Scala
- Installing Scala
- Journey – Java to Scala
- First Dive – Interactive Scala
- Writing Scala Scripts – Compiling Scala Programs
- Scala Basics
- Scala Basic Types
- Defining Functions
- IDE for Scala, Scala Community
Module 2
- Scala Essentials
- Learning Objectives – In this module, you will learn essentials of Scala that are needed to work on it.
Topics
- Immutability in Scala – Semicolons
- Method Declaration, Literals
- Lists
- Tuples
- Options
- Maps
- Reserved Words
- Operators
- Precedence Rules
- If statements
- Scala For Comprehensions
- While Loops
- Do-While Loops
- Conditional Operators
- Pattern Matching
- Enumerations
Module 3
Traits and OOP in Scala
Learning Objectives – In this module, you will understand the implementation of OOP concepts in Scala and learn how to use Traits as Mixins.
Topics
- Traits Intro – Traits as Mixins
- Stackable Traits
- Creating Traits
- Basic OOP – Class and Object Basics
- Scala Constructors
- Nested Classes
- Visibility Rules
Module 4
Functional Programming in Scala
Learning Objectives – In this module, you will understand functional programming concepts and how to apply them in Scala.
Topics
- What is Functional Programming?
- Functional Literals and Closures
- Recursion
- Tail Calls
- Functional Data Structures
- Implicit Function Parameters
- Call by Name
- Call by Value
Module 5
Introduction to Big Data and Spark
Learning Objectives – In this module, you will understand what Big Data is, its associated challenges, various available frameworks, and get a first-hand introduction to Spark.
Topics
- Introduction to Big Data
- Challenges with Big Data
- Batch vs. Real-Time Big Data Analytics
- Batch Analytics – Hadoop Ecosystem Overview
- Real-Time Analytics Options, Streaming Data – Storm
- In-Memory Data – Spark
- What is Spark?
- Modes of Spark
- Spark Installation Demo
- Overview of Spark on a Cluster
- Spark Standalone Cluster
Module 6
Spark Baby Steps Learning Objectives – In this module, you will learn how to invoke Spark shell and use it for various common operations.
Topics
- Invoking
- Spark Shell
- Loading a File in Shell
- Performing Some Basic Operations on Files in Spark Shell
- Building a Spark Project with sbt, Building and Running Spark Project with sbt
- Caching Overview, Distributed Persistence
- Spark Streaming Overview
- Example: Streaming Word Count
Module 7
Playing with RDDs Learning Objectives – In this module, you will learn one of the building blocks of Spark – RDDs and related manipulations for implementing business logics.
Topics
- RDDs
Transformations in RDD - Actions in RDD
- Loading Data in RDD
- Saving Data through RDD
- Scala and Hadoop Integration Hands on
Module 8
Shark – When Spark meets Hive ( Spark SQL) Learning Objectives – In this module, you will see various offspring’s of Spark like Shark, Spark SQL and Mlib. This session is primarily interactive for discussing industrial use cases of Spark and latest developments happening in this area.
- Topics
- Why Shark?
- Installing Shark
- Running Shark
- Loading of Data
- Hive Queries through Spark
- Testing Tips in Scala
- Performance Tuning Tips in Spark
- Shared Variables: Broadcast Variables
- Shared Variables: Accumulators
Module 9
Spark Streaming Learning Objectives – In this module, you will learn about the major APIs that Sparkoffers. You will get an opportunity to work on Spark streaming which makes it easy to build scalable fault-tolerant streaming applications.
Topics
- Spark Streaming Architecture
- First Spark Streaming Program
- Transformations in Spark Streaming
- Fault tolerance in Spark Streaming
- Check pointing
- Parallelism level
Module 10
Spark Mlib Learning Objectives – In this module, you will learn about the machine learning concepts in Spark
Topics
- Classification Algorithm
- Clustering Algorithm
- Sequence Mining Algorithm
- Collbrative filtering
Module 11
Spark GraphX Learning Objectives – In this module, you will learn about Graph Analysis concepts in Spark
Topics
- Graph analysis with Spark
- GraphX for graphs
- Graph-parallel computation
Module 12
Project and Installation
Topics
- Installation of Spark and Scala
- Discussion of real time use cases using Spark
- Mini project implementation in Spark
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Why Radical Technologies
Live Online Training
Highly practical oriented training
Installation of Software On your System
24/7 Email and Phone Support
100% Placement Assistance until you get placed
Global Certification Preparation
Trainer Student Interactive Portal
Assignments and Projects Guided by Mentors
And Many More Features
Course completion certificate and Global Certifications are part of our all Master Program
Live Classroom Training
Weekend / Weekdays / Morning / Evening Batches
80:20 Practical and Theory Ratio
Real-life Case Studies
Easy Coverup if you missed any sessions
PSI | Kryterion | Redhat Test Centers
Life Time Video Classroom Access ( coming soon )
Resume Preparations and Mock Interviews
And Many More Features
Course completion certificate and Global Certifications are part of our all Master Program
Self Paced Training
Self Paced Learning
Learn 300+ Courses at Your Own Time
50000+ Satisfied Learners
Course Completion Certificate
Practical Labs Available
Mentor Support Available
Doubt Clearing Session Available
Attend Our Virtual Job Fair
10% Discounted Global Certification
Course completion certificate and Global Certifications are part of our all Master Program
Skills Covered
Like the Curriculum ? Let's Get Started
Why Enroll for Spark & Scala ?
In-Demand Skills
Enrolling in a Spark & Scala Course Certification equips you with in-demand skills like big data processing, real-time analytics, and scalable data solutions. Mastering these tools enhances career opportunities in data engineering and analytics, making you a valuable asset in today's tech industry.
Career Opportunities
A Spark & Scala Course Certification opens doors to career opportunities like Data Engineer, Big Data Developer, and Machine Learning Engineer. With training, you gain the skills to handle large datasets and real-time processing, making you highly sought after in the data-driven tech world.
Cloud Adoption
Enroll in Spark & Scala Course Training to enhance your cloud adoption capabilities. Learn to efficiently process large-scale data using Apache Spark while mastering the Scala programming language. Achieve certification and advance your career in cloud-based big data and analytics. Join now!
Scalability and Flexibility
Boost your skills with Spark & Scala Course Training, designed for scalability and flexibility in big data processing. Master Spark's distributed computing power and Scala's versatility. Achieve certification to excel in cloud-based data solutions. Enroll now to expand your career opportunities!
Cost Management
Enroll in Spark & Scala Course Training to optimize cost management in big data projects. Learn to leverage Spark's efficient processing and Scala's powerful programming, reducing operational costs. Get certified and develop your expertise in scalable, cost-effective cloud solutions today!
Security and Compliance
Enroll in Spark & Scala Course Training to strengthen your expertise in security and compliance for data-driven environments. Learn Spark's secure processing capabilities and Scala's versatile programming to meet industry regulations. Achieve certification and advance your career in cloud-based secure solutions today!
Course benefits
Who Can Apply for Red Hat Linux
- Information Architects and Statisticians
- Developers looking to master Machine Learning and Predictive Analytics
- Big Data, Business Analysis, Business Intelligence, and Software Engineering Professionals
- Aspirants who are looking to work as Machine Learning Experts, Data Scientists, etc.
- Anyone who wants to learn machine learning, artificial intelligence, data visualization, data analytics, data structures, and algorithms (DSA).
Why Spark & Scala ?
Scalability
Enroll in Spark & Scala Course Training to unlock scalability in big data solutions. The capacity of Master Spark to manage large datasets and Scala's adaptability for building robust applications. Achieve certification and boost your career by optimizing scalable cloud-based data processing. Join now!
Cost-Effectiveness
Investing in Spark & Scala Course Training is highly cost-effective. It equips you with in-demand skills, boosting career prospects in big data. The certification with training ensures mastery, making you job-ready. A small investment in this training can lead to significant long-term returns.
Hybrid Capabilities
Enroll in Spark & Scala Course Training to gain flexibility in managing diverse data workloads. Learn to adapt Spark for real-time and batch processing while mastering Scala's dynamic programming. Achieve certification and enhance your career with versatile cloud-based data skills. Join today!
Flexibility
Enroll in Spark & Scala Course Training to gain flexibility in managing diverse data workloads.Learn to adapt Spark for real-time and batch processing while mastering Scala's dynamic programming.Achieve certification and enhance your career with versatile cloud-based data skills.Join today!
Security and Compliance
Enroll in Spark & Scala Course Training to enhance security and compliance in big data. Master Spark’s secure processing and Scala’s flexible programming to meet industry regulations. Achieve certification and boost your career in cloud-based, compliant data solutions. Join today and stay ahead!
Innovation
Spark & Scala Course Training fosters innovation by teaching advanced techniques in big data processing. Maintaining your tech edge is ensured by the certification and training. enabling you to create cutting-edge solutions. Mastering these skills sparks creativity, driving innovation in your career.
Global Certification
Online Classroom PREFERRED
- Live Classes from IIT Faculty & Industry Experts
- Certification from IHUB IIT Roorkee
- Career Services (Mock Interviews, Resume Preparation)
- Placement Assistance upon clearing PRT
- Dedicated Learning Manage
career services
At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalized resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career. Join us and let your journey to a successful future begin with the right support.
At Radical Technologies, we ensure you’re ready to shine in any interview. Our comprehensive Interview Preparation program includes mock interviews, expert feedback, and tailored coaching sessions to build your confidence. Learn how to effectively communicate your skills, handle technical questions, and make a lasting impression on potential employers. With our guidance, you’ll walk into your interviews prepared and poised for success.
At Radical Technologies, we believe that a strong professional profile is key to standing out in the competitive IT industry. Our Profile Building services are designed to highlight your unique skills and experiences, crafting a resume and LinkedIn profile that resonate with employers. From tailored advice on showcasing your strengths to tips on optimizing your online presence, we provide the tools you need to make a lasting impression. Let us help you build a profile that opens doors to your dream career.
Red Hat Linux Course Projects
Infrastructure Provisioning
And Configuration Management
Implementing automated infrastructure provisioning and configuration management using Ansible. This may include setting up servers, networking devices, and other infrastructure components using playbooks and roles.
Applications Deployment
And Orchestration
Automating the deployment and orchestration of applications across development, testing, and production environments. This could involve deploying web servers, databases. middleware, and other application components using Ansible
Continuous Integration
And Continuous Deployment
Integrating Ansible into CI/CD pipelines to automate software. build, test, and deployment processes. This may include automating the creation of build artifacts, running tests, and deploying applications to various environments.
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