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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
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 18-65 years old
Minimum Software/Hardware Requirement
Software:
Download and unzip Apache Spark https://spark.apache.org/downloads.html.
Hardware: Window or Mac Laptops
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
Surendra Batukdeo: Surendra Batukdeo is a seasoned expert with over 20 years of experience in driving emerging and disruptive technologies (EDT), specializing in software automation and data intelligence. His career highlights include leading data-driven projects that achieved significant results, such as increasing yield at Rockwell Automation from 45% to 98% and reducing waste in contract manufacturing by US$330K per year. He has also led cost-saving initiatives across various industries, including improvements in LTE device tolerance and predictive maintenance systems.
In addition to his industry experience, Surendra has held academic roles as an Adjunct Faculty at Nanyang Technological University (NTU) and a Senior Technical Trainer at IBM and Ascendo Academy. He is also an AI Program Consultant for Intel and Google. With several IEEE publications and research grants, Surendra’s contributions to AI, NLP, and design for test (DFT) are well-recognized. He holds multiple certifications, including Lean Six Sigma Black Belt, PMP, and advanced teaching qualifications, making him a highly respected figure in both technical and educational spheres.
Dr Alvin Ang: Dr Alvin Ang is a ACTA certified trainer. Alvin Ang did his Ph.D., Masters and Bachelors from NTU, Singapore. Previously he was a Principal Consultant (Data Science) as well as an Assistant Professor. He was also 8 years SUSS adjunct lecturer. His focus and interest is in the area of real world data science. Though an operational researcher by study, his passion for practical applications outweigh his academic background. He owns a startup externally
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
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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)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 - might recommend Review by Course Participant/Trainee
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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)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 - might recommend Review by Course Participant/Trainee
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Trainer have experience and have good knowledge. (Posted on 3/6/2023)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. Review by Course Participant/Trainee
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Very diverse sharing, Dr Alvin is very knowledgeable in many areas. (Posted on 4/22/2022)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 - will recommend Review by Course Participant/Trainee
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. (Posted on 4/21/2022)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 - will recommend Review by Course Participant/Trainee
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. (Posted on 3/21/2022)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 - will recommend Review by Course Participant/Trainee
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. (Posted on 3/21/2022)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 - will recommend Review by Course Participant/Trainee
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. (Posted on 3/21/2022)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 - will recommend Review by Course Participant/Trainee
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. (Posted on 11/21/2021)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 - will recommend Review by Course Participant/Trainee
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. (Posted on 9/7/2021)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 - will recommend Review by Course Participant/Trainee
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. (Posted on 7/6/2020)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 - might recommend Review by Course Participant/Trainee
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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.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
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
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. (Posted on 3/3/2020)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 - will recommend Review by Course Participant/Trainee
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. (Posted on 3/3/2020)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 - Will Recommend Review by Course Participant/Trainee
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I cant think of any improvements. Maybe can be 20 mins shorter?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
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
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make the course as 2 days courses (Posted on 1/20/2019)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 - Will Recommend Review by Course Participant/Trainee
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make it 2 days (Posted on 1/20/2019)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 - Might Recomemnd Review by Course Participant/Trainee
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Nil (Posted on 6/3/2018)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 - Might Recomemnd Review by Course Participant/Trainee
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NIl (Posted on 6/3/2018)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 was very knowledgeable but deviated from course objectives. Review by Course Participant/Trainee
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NIl (Posted on 6/3/2018)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
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