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Big Data Engineering Course (3 Modules)
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Big Data Engineering Course Program Overview
Big Data Engineering Master Symbol Legend
Module 11: Fundamental Big Data Engineering
Module 11 Overview
Lesson 1: Introduction (5:50)
Lesson 2: Big Data Storage Terminology and Concepts (13:43)
Exercise 11.1
Lesson 3: Big Data Storage Device Characteristics (9:01)
Lesson 4: On-disk Storage Devices (26:05)
Exercise 11.2
Lesson 5: Big Data Processing Engine Characteristics (8:01)
Exercise 11.3
Lesson 6: Fundamental Big Data Processing (3:39)
Lesson 7: Introducing the MapReduce Processing Engine (10:23)
Exercise 11.4
Lesson 8: Fundamental MapReduce Algorithm Design (5:29)
Exercise 11.5
Module 12: Advanced Big Data Engineering
Module 12 Overview
Lesson 1: Advanced Big Data Engineering Mechanisms (7:14)
Exercise 12.1
Lesson 2: Memory Storage Devices (14:27)
Exercise 12.2
Lesson 3: Polyglot Persistence (2:28)
Lesson 4: Realtime Big Data Processing (5:13)
Exercise 12.3
Lesson 5: Advanced MapReduce Algorithm Design (36:21)
Exercise 12.4
Lesson 6: Big Data Pipeline & ELT (6:20)
Exercise 12.5
Lesson 7: Big Data Solution Design (6:39)
Module 13: Big Data Engineering Lab
Module 13 Overview
Reading Exercise 13.1: CFU Case Study Background (~15 minutes)
Lab Exercise 13.2: Big Data Solution for Achieving Regulatory Compliance (~90 minutes)
Lab Exercise 13.3: Enhancing Risk Analysis Capability (~60 minutes)
Lab Exercise 13.4: Develop Innovative Data Analytics Service (~45 minutes)
Reading Exercise 13.5: TCT Case Study Background (~15 minutes)
Lab Exercise 13.6: Solution for Alleviating Service Delays (~60 minutes)
Lab Exercise 13.7: Solution for Reducing Operational Costs (~45 minutes)
Reading Exercise 13.8: TOB Case Study Background (~15 minutes)
Lab Exercise 13.9: Solution for Handling Increased Website Traffic (~60 minutes)
Lab Exercise 13.10: Analyze Marketing Ad Campaign Data (~45 minutes)
Supplement: Module 13 Mind Map Poster
Become a Certified Big Data Engineer
Step 1 - Take the Self-Test (Optional)
Step 2 - Order the Certification Exam
Step 3 - Pass the Certification Exam
Add-Ons
Instructor-Led Training
Virtual Coaching
Printed Course Materials
Big Data Engineering Course Program Overview
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