Course Outline
The term "Big Data" refers to technologies for analyzing and managing data repositories that are unstructured, coming from multiple sources, in varying quantities, and with variable quality. The course introduces the students to the realm of big data, the basic concepts, tools and techniques.
Upcoming Meetings
There are no upcoming meetings for this course. Contact us to schedule this course, which will be customized specifically for your organization.
info@hackerupro.comModules
Introduction to big data
- What is Big Data?
- Why is Big Data important?
- Challenges of big data Processing and Analysis
- Examples of Big Data use cases
Big Data components
- Hadoop ecosystem overview
- NoSQL databases
- Cloud co mputing services for Big Data
Hadoop
- Introduction to Hadoop
- Big Data Integ ration with Kafka
NoSQL databases
- What is NoSQL?
- When to use NoSQL databases
- NoSQL families
- Market leaders: MongoDB and Elasticsearch
Big Data on the Cloud
- Introduction to cloud computing
- Market leaders in cloud computing
- Big data services on the cloud
Data Management
- Data storage options for Big Data
- Scalable rela tional databases
- Enterprise data warehouse
- Loading data into Big Data systems
- Storing query results
Introduction to AI and ML
- Concepts of Artificial Intelligence and Machine Learning
- Market trends in AI and ML
Prerequisites
- This course is designed for people with a basic background in the sphere of data applications.