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Enhance Your Employability with Certified Skills and Courses in Singapore - WSQ , IBF-STS, Skills Certification

Apache Spark Essential Training

Dive into the expansive realm of Apache Spark through our meticulously crafted training module, designed to offer both novices and experts a comprehensive understanding of this revolutionary data processing engine. Begin your learning journey with an in-depth overview of Apache Spark, understanding its significance in the fast-paced world of big data. Get acquainted with its integral components and delve into the capabilities of Databricks – a powerful platform enhancing the functionality of Spark. Master the art of interfacing with data, ensuring seamless data ingestion by importing files efficiently.

Further, elevate your data science prowess as you explore the functionalities of Spark ML, an integral tool for implementing machine learning algorithms on vast datasets. Complement this with the mastery of Spark SQL, empowering you to efficiently query streaming data, providing real-time insights that drive business decisions. By the end of this course, you will be well-equipped with the skills and knowledge to harness the full potential of Apache Spark, positioning you at the forefront of big data and analytics.

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

UTAP

Eligible NTUC members can apply for 50% cash rebate of the unfunded fee from UTAP, capped at $250 per year. Click here to submit UTAP

Course Code: C363

Course Booking

The course fee listed below is before subsidy/grant, if applicable. We will apply for the grant and send you the invoice with nett fee.

$300.00 (GST-exclusive)
$327.00 (GST-inclusive)

Course Date

* Required Fields

Post-Course Support

We provide free consultation related to the subject matter after the course. Please email your queries to enquiry@tertiaryinfotech.com and we will forward your queries to the subject matter experts and get back to you asap.

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

Topic 1: Overview of Apache Spark

  • Understanding Apache Spark
  • History of Apache Spark
  • Apache Spark Architecture
  • Install Apache Spark on Local Computers
  • Databricks

Topic 2: Exploring Data

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

Topic 3: Analyzing Data

  • Select and FIlter Data
  • Aggregate Data
  • Save Data

Topic 4: SparkSQL

  • Creating Tables
  • Querying Data 
  • Visualizing Data

Topic 5: Machine Learning

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

Topic 6: Spark Streaming

  • Streaming Setup
  • Querying Streaming Data

Course Info

Prerequisite

This is an intermediate course. Participants should have basic knowledge on the following subjects:

  • Python
  • Apache Spark

Software Requirement

Download and unzip Apache Spark https://spark.apache.org/downloads.html.

Job Roles

  • Data Scientist
  • Big Data Engineer
  • Data Analyst
  • Machine Learning Engineer
  • Business Intelligence Developer
  • Research Analyst
  • Software Engineer
  • Back-end Developer
  • Data Architect
  • Full Stack Developer
  • System Analyst
  • Cloud Architect
  • IT Manager
  • Database Administrator
  • DevOps Engineer

Trainers

Agus Salim :  I am professional with more than 10 years of experience in Project Management, IT Solutions Management, and Systems Integration both in waterfall and agile methodology. He started out his career as a Web Developer before moving on to Business Analyst/Project Manager. He has strong leadership and the capability of leading a team with a proven ability to deliver projects with tight timelines. Besides his experiences in managing projects, he has good knowledge in Cybersecurity and hands-on experience in Next Generation Firewall such as Check Point. During his free time, he likes to explore Cloud Technology, especially on Microsoft Azure. Agus Salam is AWS cloud practitioner certified. I am also ACLP certied trainer.

Quah Chee Yong : Start-up experience in the field of Data Analytics and Digital Assistant/Chatbot. Blockchain Enthusiast. Lead Trainer (ACLP) in the field of AI/Data Science. General Management experience in Sales, Marketing, Business Development, Technical Services, Shipping/Marine & Supply Chain, HSSE/Risk Management and Support Functions Combination of Commercial, Operational and Technical background in MNCs covering the Asia Pacific region Staff/Stakeholders Management in a virtual matrix organizational setup spanning diverse cultures globally. I have obtained AWS certification.

Customer Reviews (25)

will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Maybe more description on setting the parameters in the Spark environment? Or theory on Spark. For example number of drivers, executors, repartitioning, max data size etc. (Posted on 5/22/2023)
might recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Dr Alvin are knowledgeable generally however 1day definitely not enough to cover this course especially when the setup is not easy. (Posted on 3/10/2023)
might recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Trainer have experience and have good knowledge. (Posted on 3/6/2023)
Very diverse sharing, Dr Alvin is very knowledgeable in many areas. Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Very diverse sharing, Dr Alvin is very knowledgeable in many areas. (Posted on 4/22/2022)
will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 4/21/2022)
will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 3/21/2022)
will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 3/21/2022)
will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 3/21/2022)
will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 11/21/2021)
will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 9/7/2021)
will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 7/6/2020)
might recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Too much time spent on last-minute installation of Anaconda, Spyder, etc. Good if all these admin stuff be ironed out before the start of the training session.

The other participant having issues with Zoom chat because he cant download attachments within the Zoom chat. This hampered a little on the session flow. (Posted on 4/27/2020)
might recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 3/3/2020)
will recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 3/3/2020)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
I cant think of any improvements. Maybe can be 20 mins shorter?

It was an excellent course. The coverage of Apache Spark was wonderful and complete. I felt that the trainer is a master and very passionate about the topic. I would like to commend the trainer Siva for being patient and answering queries very intelligently. Truly, he is also a fantastic teacher. (Posted on 3/24/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
make the course as 2 days courses (Posted on 1/20/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
make it 2 days (Posted on 1/20/2019)
Might Recomemnd Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Nil (Posted on 6/3/2018)
Might Recomemnd Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
NIl (Posted on 6/3/2018)
Trainer was very knowledgeable but deviated from course objectives. Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
NIl (Posted on 6/3/2018)

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