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