Course Details
Course Details
What You'll Learn
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
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
Trainers
Review
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
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