Fundamentals Of Big Data Analytics
Course Title: Big Data Analytics 101
Master the fundamentals of big data analytics. You will get a comprehensive overview of the field of big data analytics, from its origins to current applications.
Normal Price
USD 5
This course includes:
- 5 Lessons
- 3.5 Hours video
- 5 use cases
- 1 year access
- Certificate of completion
- SIGNUP BONUS: FREE Access to over 6,000 upskilling contents
What you'll learn
Course completion in 6 hours
Learn what are the different types of Big Data.
Learn about Big Data Architecture Frameworks and how you can help you to decide on the most appropriate Big Data Technology for your projects.
Understand the importance of cloud for big data and analytics solutions.
Appreciate the different types of Big Data Analytics.
Learn from real life use case on how Big Data Analytics insights can be used for competitive advantage.
Requirement
There are no advanced preparation or prerequisites needed.
About the Course
This course provides a comprehensive introductory overview of the concept of Big Data, and its technologies, architectures, and management. Participants can reap the benefits of this course when planning Big Data projects, and understanding the technology involved using different types of analytics such as Descriptive Analytics, Predictive Analytics, and Machine Learning.
Who this course is for
Anyone interested in Business Operations.
Anyone interested in Business Technology.
Anyone in Finance, Accounting, or related fields.
Course Content
Chapter 1: Introduction
Course Outline 
lectures.DurationInMinute
What, Why, and How of Big Data lectures.DurationInMinute
Segments of Big Data lectures.DurationInMinute
Growth of Big Data lectures.DurationInMinute
Case Study - Cloudera lectures.DurationInMinute
Public Cloud in Big Data lectures.DurationInMinute
The Challenges of Big Data Adaptation lectures.DurationInMinute
Data Silos lectures.DurationInMinute
Driving Factor in Big Data Investments lectures.DurationInMinute
Primary Driver of Big Data in Companies lectures.DurationInMinute
Takeaways lectures.DurationInMinute
Chapter 1 Quiz
Chapter 2: Big Data Technologies
Chapter 2 Overview lectures.DurationInMinute
Requirements of Big Data Architecture lectures.DurationInMinute
Converting Raw Data into Insight lectures.DurationInMinute
Establishing the Architectural Foundation lectures.DurationInMinute
Defining Big Data Architecture lectures.DurationInMinute
Evaluation Criteria Before Investing in Big Data Solution lectures.DurationInMinute
Asking the Right Questions to Start Big Data Project lectures.DurationInMinute
Logical Layers of Big Data lectures.DurationInMinute
Big Data Sources lectures.DurationInMinute
Data Massaging and Store Layer lectures.DurationInMinute
Analysis Layer lectures.DurationInMinute
Consumption Layer lectures.DurationInMinute
Big Data Reference Architecture lectures.DurationInMinute
Physical & Security Infrastructure lectures.DurationInMinute
Shared Infrastructure lectures.DurationInMinute
Resiliency and Redundancy lectures.DurationInMinute
Security Infrastructure lectures.DurationInMinute
Operational Database lectures.DurationInMinute
Non-Relational Databases lectures.DurationInMinute
SQL & NoSQL Database Engines lectures.DurationInMinute
How Data Lakes Work lectures.DurationInMinute
Extract Transform Load lectures.DurationInMinute
Analytical Data Warehouse lectures.DurationInMinute
Data Warehouse vs Data Lake lectures.DurationInMinute
Importance of Big Data Analytics lectures.DurationInMinute
Types of Visualisation Tools lectures.DurationInMinute
The Cloud's Role in Big Data lectures.DurationInMinute
Why The Cloud is Important for Big Data lectures.DurationInMinute
Defining Cloud Computing in Big Data lectures.DurationInMinute
Two Types of Cloud Model in Big Data lectures.DurationInMinute
Cloud Deployment Model lectures.DurationInMinute
Cloud Delivery Model lectures.DurationInMinute
Using The Cloud in Big Data lectures.DurationInMinute
Takeaways lectures.DurationInMinute
Chapter 2 Quiz lectures.DurationInMinute
Chapter 3: Managing Big Data - Software & Technology
Chapter 3 Overview lectures.DurationInMinute
Defining Big Data lectures.DurationInMinute
The Datafication of Our World lectures.DurationInMinute
Understanding Big Data & The 3 Vs of Big Data lectures.DurationInMinute
Big Data Technologies lectures.DurationInMinute
The Hadoop Story lectures.DurationInMinute
Technologies in Hadoop Ecosystem lectures.DurationInMinute
Hadoop HDFS lectures.DurationInMinute
Hadoop MapReduce lectures.DurationInMinute
Apache Spark lectures.DurationInMinute
HDFS vs Spark lectures.DurationInMinute
Apache Drill lectures.DurationInMinute
Data Preparation lectures.DurationInMinute
Clients Support for Drill lectures.DurationInMinute
Datastores Supported by Drill lectures.DurationInMinute
Distance to Data lectures.DurationInMinute
Evolution Towards Self-Service Data Exploration lectures.DurationInMinute
Hadoop Vendors lectures.DurationInMinute
Takeaways lectures.DurationInMinute
Chapter 3 Quiz
Chapter 4: Big Data Analytics
Chapter 4 Overview lectures.DurationInMinute
Big Data Analytics lectures.DurationInMinute
Types of Data Analytics lectures.DurationInMinute
Reasons Organisations Deploy Big Data Analytics lectures.DurationInMinute
Implementing a Big Data Analytics Solution lectures.DurationInMinute
Big Data Analytics Summary lectures.DurationInMinute
Big Data Analytics Process Flow lectures.DurationInMinute
How Big Data Analytics Are Being Used lectures.DurationInMinute
Basic Analytics lectures.DurationInMinute
Advanced Analytics for Insight lectures.DurationInMinute
Operationalised Analytics lectures.DurationInMinute
Monetising Analytics lectures.DurationInMinute
Big Data Analytics Solutions lectures.DurationInMinute
Machine Learning in Hadoop Ecosystem lectures.DurationInMinute
Machine Learning - Apache Mahout™ lectures.DurationInMinute
Spark MLlib lectures.DurationInMinute
Flink lectures.DurationInMinute
Takeaways lectures.DurationInMinute
Chapter 4 Quiz
Chapter 5: Use Cases
Chapter 5 Overview lectures.DurationInMinute
Amex lectures.DurationInMinute
Delta lectures.DurationInMinute
Walmart lectures.DurationInMinute
UPS lectures.DurationInMinute
Alibaba lectures.DurationInMinute
Ending lectures.DurationInMinute
Chapter 5 Quiz
Final Assessment
Final Assessment
Course Feedback
User Reviews
“I can understand better how organizations use data they gain for their own good and get insight into how to improve business operation using data analytics.”
Philip Khor Qing An
Risk - Retail Modelling,
CIMB.
“I learned a lot about big data, the key terms of innovation of it, types of big data, examples of the company used, type of database software used, and much more. Thanks CADS."
Nurul Nasrin Marshidi
Master Data Management Analyst, BDP International.
“Best fundamental and easy to understand course. This provides more insights and motivations for me to adopt what I had learned into my future works”
Muaz Abdul Rahim
Senior Associate, DHL Asia Pacific Shared Services.
Frequently Asked Questions
Will I earn a certification upon finish the course?
To earn a Certificate of Completion, you must complete all the modules in the course.
How long does the course take?
We've prepared approximately 3.5 hours of learning content for you, however it is a self-paced online course and you can complete it on your own time.
How long will the course be available for me to complete?
The course will remain in your learning library for 1 Year.
How do I make payment?
We accept payments from any visa/mastercard transactions.
