AI & Machine Learning Unlimited Cloud Learning Subscription

The Machine Learning Unlimited Cloud Learning Subscription is a competency based training programme designed to bridge the gap between academia and industry in partnership with over 100 institutions and companies and equips you with the skills and knowledge to design, deploy and manage Enterprise Machine Learning solutions.

You will gain proficiency with data science tools and technologies including machine learning, R Programming, Python, Azure ML, SQL, database modelling, dimension modelling, ETL development and loading data into data warehouses, data lakes, Big data using a range of data integration tools such as Oracle DI, Informatica, Apache Hadoop, Kafka.

On successful Completion of this course you will be able to:

Understand basic Data warehousing Concepts
Understand basic Dimension Modelling
Understand Data Quality Issues in ETL Process
Understand the ETL Development Lifecycle
Understand BI and Warehouse Architecture Frameworks
Design and build simple mappings and workflows
Learn to Plan and Scope your Data Warehouse Projects
Understand the architecture of the Microsoft SSIS system
Understand the architecture of the complete Oracle Data Integrator system
Describe the Oracle Data Integrator (ODI) system logical architecture
Understand the architecture of the complete Informatica system
Configure ODI Java EE Agent Components
Stop and start Oracle DI components
Create Data Servers and Sources
Define Physical and Logical Architecture
Create and reverse-engineer models
Manage Projects and Define Integration Processes
Work with projects in Oracle Data Integrator
Release your ODI work for deployment
Understand models, reverse-engineering model metadata from your database
Manage metadata in Oracle Data Integrator: models and data quality
Create simple interfaces and add multiple sources to an interface
Launch a session to run an interface
Enforce data quality constraints in an interface
Gain a high-level understanding of big data and Hadoop
Understand Hadoop Components: MapReduce and HDFS
Understand Hadoop Components: YARN and Apache Tez
Understand HCatalog
Understand development with Hive
Understand development with Pig
Understand development with HBase

Unlimited Cloud
How It Works	The Machine Learning Unlimited Cloud Learning Subscription is delivered on-line and offers 12 months of unlimited access to all courses within the Machine Learning learning category at a fraction of the normal price; saving on average 80% for the duration of the course.
What you will learn	You will gain proficiency with data science tools and technologies including machine learning, R Programming, Python, Azure ML, SQL, database modelling, dimension modelling, ETL development and loading data into data warehouses, data lakes, Big data using a range of data integration tools such as Oracle DI, Informatica, Apache Hadoop, Kafka.