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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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Extend over more days for more comprehensive cover. Also maybe have a ready accessible VM for people to do hands on. (Posted on 4/21/2018)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 very knowledgeable Review by Course Participant/Trainee
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Probably extend to 2 days so that it is easier to learn the concepts in detail. (Posted on 4/21/2018)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 - Will Recommend Review by Course Participant/Trainee
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Nil (Posted on 4/4/2018)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 - Will Recommend Review by Course Participant/Trainee
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Trainer is extremely knowledgeable and very helpful in brushing up our fundamentals as well as sharing his experience on the subject. (Posted on 4/4/2018)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 - Will Recommend Review by Course Participant/Trainee
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Nil (Posted on 6/19/2017)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
Write Your Own Review
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