Apache Spark Training in Singapore

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Apache Spark Training

Singapore

Learn cutting-edge Big Data processing with our Apache Spark Training
Understand scalable data processing and machine learning for real-world applications
Master techniques for optimising Spark applications to ensure faster data processing

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Course information

Apache Spark Training Course Outline

Module 1: Introduction to Apache Spark

What is Apache Spark?
Cluster Design
Cluster Management
Performance

Module 2: Apache Spark MLlib

Environment Configuration
Classification with Naive Bayes
Clustering with K-Means
Artificial Neural Networks (ANN)

Module 3: Apache Spark Streaming

Fault Tolerance
Apache Kafka
TCP Stream
Apache Flume

Module 4: Apache Spark SQL

SQL Context
DataFrames
Using SQL
User-Defined Functions
Using Hive

Module 5: Apache Spark GraphX

Environment
Neo4j Browser
Mazerunner for Neo4j

Module 6: Graph-Based Storage

Overview of Titan and TinkerPop
Installing Titan
Titan with HBase
Titan with Cassandra

Module 7: Spark Databricks

Installing Databricks
Databricks Menus
Account and Cluster Management
Notebooks and Folders
Jobs and Libraries
Databricks Tables
DbUtils Package

Module 8: Databricks Visualisation

Data Visualisation
REST Interface
Moving Data

Who should attend this Apache Spark Training Course?

This Apache Spark Training Course is designed for individuals who want to enhance their skills and knowledge in Big Data processing using Apache Spark. This course can benefit a wide range of professionals, including:

Data Scientists
Data Engineers
Software Developers
Database Professionals
Big Data Analysts
Technical Managers
Business Analysts

Prerequisites of the Apache Spark Training Course

There are no formal prerequisites for this Apache Spark Course. However, prior knowledge of Java programming would be beneficial.

Apache Spark Training Course Overview

Apache Spark has emerged as a vital tool for processing and analysing large-scale datasets efficiently. With its widespread use in data engineering and data science, understanding Apache Spark is essential. This course offers a comprehensive exploration of Spark, shedding light on its significance in the modern data landscape enabling professionals to harness its potential for diverse applications.

Proficiency in this course is imperative for professionals across various domains, including data scientists, data engineers, and big data analysts. The ability to work with Spark empowers individuals to handle massive datasets, perform real-time data processing, and derive actionable insights. Mastering Spark is the key to unlocking opportunities and enhancing career prospects in the data and analytics field.

The Knowledge Academy’s 2-day Apache Spark Course equips delegates with the practical skills needed to leverage Apache Spark effectively. During the course, participants will gain hands-on experience in essential Spark components, including Spark SQL, Spark Streaming, and MLlib. They will also learn to build data pipelines, conduct real-time analysis, and optimise Spark applications for enhanced performance.

Course Objectives

To understand the fundamental concepts of Spark and its ecosystem
To gain proficiency in Spark SQL for querying structured data
To learn to process real-time data streams using Spark Streaming
To develop machine learning models with Spark's MLlib library
To create robust data pipelines for scalable data processing
To optimise Spark applications for improved performance
To apply Spark in practical projects to solve real-world problems

Upon completing the Apache Spark Course, delegates will gain a comprehensive understanding of distributed data processing, enabling them to tackle big data challenges with efficiency and confidence. Additionally, they will acquire valuable skills in data analytics, Machine Learning, and real-time data processing, making them highly sought-after professionals in the field of data engineering and data science.

What’s included in this Apache Spark Training Course?

World-Class Training Sessions from Experienced Instructors
Apache Spark Certificate
Digital Delegate Pack

Why choose us

Our Singapore venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Singapore is a global city state and island country in Asia. The population of Singapore is around 5.5 million people. All public schools teach in English as a primary language except for the ‘mother tongue’ language paper. The National University of Singapore one of the two largest public universities in Singapore. The University was established in 1905 and is the oldest university in Singapore. The university enrol around 37,000 students who study a variety of courses which include Arts, Social Sciences, Business, Computing, Engineering, Law, Medicine, Science and Public Policy. The Nanyang Technological University is another university in Singapore. The University was established in 1991 and houses around 31,000 students. The university is a public university and offers courses in Business, Humanities, Arts, Social Sciences, Engineering, Science and Medicine.

Address

2 Changi Business Park Avenue 1

Singapore, 486015

T: +65 6929 8747

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Apache Spark Training in Singapore. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's Apache Spark Training in Singapore, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Learn more in our FAQs

Experience the most sought-after learning style with The Knowledge Academy's Apache Spark Training in Singapore. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Apache Spark Training in Singapore sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Learn more in our FAQs

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Learn more in our FAQs

What our customers are saying

Apache Spark Training in Singapore FAQs

What is Apache Spark Training?

Apache Spark Training equips delegates with the skills to process large-scale data efficiently using distributed computing. It covers core concepts, including Spark architecture, RDDs, and advanced analytics, preparing professionals to leverage Spark for data engineering and big data projects.

Who should attend the Apache Spark Course?

The Apache Spark Course is ideal for Data Engineers, Software Developers, and IT Professionals looking to enhance their big data processing skills. It’s also suitable for analysts and anyone in data management seeking to leverage Spark’s capabilities.

What topics are covered in the Apache Spark Course?

The Apache Spark Course covers Spark architecture, Resilient Distributed Datasets (RDDs), data processing with Spark SQL, stream processing with Spark Streaming, machine learning with MLlib, and deploying Spark applications. It also explores advanced analytics and integration with Hadoop ecosystems.

Are there any prerequisites for learning Apache Spark?

There are no formal prerequisites for this Apache Spark Course. However, prior knowledge of Java programming would be beneficial.

What are the benefits of taking an Apache Spark Online Course?

Taking an Apache Spark Online Course offers the flexibility to learn at your own pace, access to expert-led content, and practical exercises to reinforce learning. It enhances your ability to handle big data projects, improving your career prospects in data engineering and analytics.

How do I become an expert in Apache Spark?

To become an expert in Apache Spark, start by gaining a strong understanding of its core concepts through structured courses. Practice extensively by working on real-world big data projects, contribute to open-source Spark communities, and stay updated with the latest advancements in the Spark ecosystem.

What is the salary of an Apache Spark expert?

Apache Spark experts earn between £50,000 to £80,000 annually in Singapore, depending on experience, location, and industry demand.

Is Python enough for Spark?

Yes, Python (using PySpark) is sufficient for most Spark applications, especially for data processing and machine learning tasks.

What is the best language for Apache Spark?

The best language for Apache Spark is often considered Scala, as Spark is written in Scala and offers the most comprehensive API support. However, Python is also popular due to its ease of use and extensive libraries, especially for data science tasks.

What is included in the Apache Spark Course?

In this training course, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.

What is the duration of this Apache Spark Course?

This course takes 2 days to complete, during which delegates participate in intensive learning sessions that cover various course topics.

Do you offer 24/7 support for this course?

Yes, The Knowledge Academy offers 24/7 support via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues.

What will I learn in this Apache Spark Training?

In this Apache Spark Training, you will learn how to efficiently process and analyse large datasets using Spark’s core components, including Spark SQL, Spark Streaming, and MLlib. You'll gain practical skills in distributed computing, data processing, and implementing advanced analytics with Spark.

What are my next steps after completing the Apache Spark Training?

After completing the Apache Spark Training, your next steps include applying your skills to real-world projects, seeking roles in data engineering or big data analytics, and pursuing advanced certifications to deepen your expertise. Engaging with the Spark community and staying current with industry trends will also enhance your career growth.

Is there a certification for Apache Spark?

Yes, delegates will receive an Apache Spark certificate upon completing this course.

Can I access the course materials after completing the training?

Yes, you will have access to the course materials even after completing the training, allowing you to revisit the content, reinforce your learning, and apply the knowledge in your professional endeavours.

What kind of certification will I receive upon completion of the course?

You will receive The Knowledge Academy’s course completion certificate.

How can I register for the course?

To register for the course, visit The Knowledge Academy's website, navigate to the course page, and click the registration button. Fill in the required details, select your preferred schedule, and complete the payment process.

What kind of job opportunities can I expect after completing this course?

After completing the Apache Spark Course, you can expect job opportunities in roles such as Data Engineer, Big Data Developer, Data Analyst, and Machine Learning Engineer. These roles typically involve working on big data projects, processing large datasets, and implementing scalable data solutions using Spark.

Why choose The Knowledge Academy in Singapore over others?

The Knowledge Academy in Singapore stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this course.

What is the cost/training fees for Apache Spark Training in Singapore?

The training fees for Apache Spark Trainingin Singapore starts from SGD3395

Which is the best training institute/provider of Apache Spark Training in Singapore?

The Knowledge Academy is the Leading global training provider for Apache Spark Training.

What are the best Big Data and Analytics Training courses in Singapore?

Please see our Big Data and Analytics Training courses available in Singapore

Why choose us

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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