Apache AsterixDB for Beginners (Big Data Management System)
AsterixDB is a BDMS (Big Data Management System) with rich feature set that sets it apart from other Big Data platforms
Lectures -28
Resources -8
Duration -1 hours
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Course Description
AsterixDB is a BDMS (Big Data Management System) with a rich feature set that sets it apart from other Big Data platforms. Its feature set makes it well-suited to modern needs such as web data warehousing and social data storage and analysis.
We will learn
Introduction to AsterixDB
Performance of Apache AsterixDB
Key Features
Example of Product using AsterixDB
Installation of Apache AsterixDB
Asterix Data Model (Dataverse, Datatype, Dataset)
Creating Dataset and Index
Loading Data into AsterixDB
Arithmetic Operators
Logical Operators
Numeric Functions
String Functions
Tokenizing Functions
Aggregate Functions (Array Functions)
Comparison Functions
This course is designed for Beginners in Apache AsterixDB and looking out for a new job as Data Engineer, Big data Engineers or Developers, Software Developer.
You'll walk away from this course with a real, deep understanding of Apache AsterixDB and its associated distributed systems, and you can apply it to real-world problems. Plus a valuable completion certificate is waiting for you at the end!
AsterixDB has:
Data model
A semistructured NoSQL style data model (ADM) resulting from extending JSON with object database ideasQuery languages
Two expressive and declarative query languages (SQL++ and AQL) that support a broad range of queries and analysis over semistructured dataScalability
A parallel runtime query execution engine, Apache Hyracks, that has been scale-tested on up to 1000+ cores and 500+ disksNative storage
Partitioned LSM-based data storage and indexing to support efficient ingestion and management of semistructured dataExternal storage
Support for query access to externally stored data (e.g., data in HDFS) as well as to data stored natively by AsterixDBData types
A rich set of primitive data types, including spatial and temporal data in addition to integer, floating point, and textual dataIndexing
Secondary indexing options that include B+ trees, R trees, and inverted keyword (exact and fuzzy) index typesTransactions
Basic transactional (concurrency and recovery) capabilities akin to those of a NoSQL store
Goals
What will you learn in this course:
- Why Apache AsterixDB is necessary for Data Engineer
- The goal of this course is to help you become familiar with Apache AsterixDB bits and bytes
- Learn A to Z of Apache AsterixDB (Basic level).
- Hands on Experience on Apache AsterixDB and Real-time Use Case
Prerequisites
What are the prerequisites for this course?
- Basic Knowledge of SQL and Database
- Desktop or Laptop with Ubuntu Operating System and Minimum 8 GB RAM is recommended
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
5 Lectures
- Introduction 03:45 03:45
- AsterixDB 02:32 02:32
- Performance of Apache AsterixDB 01:14 01:14
- Key Features 01:53 01:53
- Example of Product using AsterixDB 02:28 02:28
Installation of Apache AsterixDB
3 Lectures
Asterix Data Model
6 Lectures
ASTERIXDB PRIMER
6 Lectures
SQL++ Query Language
8 Lectures
Instructor Details
Bigdata Engineer
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