This Oracle Database 12c: Security training teaches you how you can use Oracle Database features to meet the security, privacy and compliance requirements of your organization. You’ll get the chance to interact with expert Oracle University instructors through a combination of instruction and hands-on exercises that reinforce new concepts.

Learn To:

• Understand Oracle security solutions and how they can help address your security requirements.
• Configure strong authentication for database users using PKI and Kerberos.
• Control data access using virtual private database and Oracle Label Security.
• Analyze application privileges and reduce the attack surface using Oracle Database Vault Privilege Analysis.
• Reduce risk of data exposure using Oracle Advanced Security Data Redaction, Transparent Data Encryption and Oracle Data Masking.
• Audit activity inside the database using policy and condition based unified auditing.
• Configure network encryption to protect information in transit.
• Audit activity inside the database using policy and condition based unified auditing.
• Protect against application bypass using Oracle Database Vault Realms.

Benefits to You

The current regulatory environment of the Sarbanes-Oxley Act, HIPAA, the UK Data Protection Act, and others requires better security at the database level. By investing in this course, you’ll learn how to secure access to your databases and use database features that enhance data access and confidentiality. This course provides suggested Oracle solutions for common problems.

Deep Dive into Security Features

Expert Oracle University instructors discuss the following security features of the database: authentication, data access control including user authorizations using privileges and roles, Privilege Analysis, Virtual Private Database, Oracle Label Security as well as data confidentiality. This includes Data Redaction, Oracle Data Masking, Transparent Sensitive Data Protection and encryption at the column, tablespace and file levels using Transparent Data Encryption. 

Auditing

Throughout this course, you’ll also get a chance to discuss auditing using different features, including unified auditing and fine-grained auditing. You’ll deep dive into some of the Oracle Network security topics, like securing the listener and restricting connections by IP address.

Gain Hands-On Experience

Hands-on practices and available demonstrations help you learn how to use most of the features of Oracle Database 12c to secure your data center. Develop an understanding of how to use Oracle Enterprise Manager Cloud Control and other tools like SQL*Plus.

Course Topics

• Introduction
• Understanding Security Requirements
• Choosing Security Solutions
• Implementing Basic Database Security
• Securing Data on the Network 
• Using Basic and Strong User Authentication
• Configuring Global User Authentication
• Using Proxy Authentication
• Using Privileges and Roles
• Using Privilege Analysis
• Using Application Contexts
• Implementing Virtual Private Database
• Implementing Oracle Label Security 
• Redacting Data 
• Using Oracle Data Masking 
• Using Transparent Sensitive Data Protection
• Encryption Concepts and Solutions
• Encrypting with DBMS_CRYPTO Package
• Using Transparent Data Encryption
• Database Storage Security
• Using Unified Audit
• Using Fine-Grained Audit

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This Oracle Database 12c: Implement Partitioning training teaches you how to manage partitioning using Oracle Database 12c. Expert Oracle University instructors will demonstrate the benefits of partitioning for different types of workloads and learn the syntax for partitioning maintenance operations. In this course, you will be introduced to Oracle Database Cloud Service.

Learn To:

• Apply partitioning strategies to enhance application performance.
• Use partitioning techniques to reduce impact of table and index maintenance.
• Use partitioning to decrease the time to refresh materialized views.
• Partition lob segments, nested tables and object tables.
• Understand the Oracle Partitioning methods for tables, index and materialized views available in Oracle Database 12c Release 1.
• Gain an understanding of the Oracle Database Cloud Service.

Benefits to You

Taking this course will introduce you to several new partitioning enhancements, including partition maintenance operations on multiple partitions, heat maps, partial indexes for partitioned tables, interval-reference partitioning and online move partition capabilities. When the new enhancements are added to all the existing methods of partitioning, this large range of choices and capabilities requires that database administrators and data architects understand each partitioning method and it’s appropriate uses. Proper use of partitioning can greatly benefit many types of applications including data warehouses, information life cycle management and very large databases.

Course Topics

Partitioning Concepts

• VLDB Manageability and Performance Constraints
• Manual Partitions Versus Partitioning
• Partitioned Tables and Indexes
• Table Versus Index Partitioning
• Partitioned Indexes
• Partitioning Strategies: Single-Level Partitioning
• Partitioning Strategies: Composite Partitioning
• Oracle Partitioning History

Implementing Partitioned Tables

• Table, Partition, and Segment Relations
• Creating Partitions with Enterprise Manager
• CREATE TABLE Statement with Partitioning
• Logical and Physical Attributes
• Partition Strategy Declaration: Single-Level Partitioning
• Specifying Partition Attributes
• Range Partitioning
• Interval Partitioning

Implementing Partitioned Indexes

• Partitioned Indexes
• Partitioned Index Attributes: Global or Local
• Partitioned Index Attributes: Prefixed or Nonprefixed
• Global Indexes
• Local Prefixed Indexes
• Local Nonprefixed Index
• Index Partitioning and Type Matrix
• Specifying an Index with Table Creation

Maintenance of Partitioned Tables and Indexes

• Maintenance: Overview
• Table and Index Interaction During Partition Maintenance
• Modifying the Logical Properties of Tables and Indexes
• Modifying Partition Properties on the Table
• Using the ALTER TABLE and ALTER INDEX Commands
• Renaming a Partition
• Partition Storage Changes
• Moving a Partition

Partitioning Administration and Usage

• Using Partitioned Tables
• Pruning Rules
• Static and Dynamic Pruning
• Pruning Tips
• Static Partition Pruning and Star Query
• Dynamic Partition Pruning and Star Query
• Collecting Statistics for Partitioned Objects
• ANALYZE and Partitioned Objects

Partitioning and Workload Types

• Partitioning in Data Warehouses
• Using Materialized Views for Summary Management
• Partitioning and Materialized Views
• Maintaining Partitions of a Materialized View
• Partition Change Tracking (PCT) Refresh
• PCT Refresh: Requirements
• When Is PCT Refresh Used?
• Partition Key or Partition Marker?

Oracle Database Cloud Service: Overview

• Database as a Service Architecture, Features and Tooling
• Software Editions: Included Database Options and Management Packs
• Accessing the Oracle Database Cloud Service Console & Automated Database Provisioning
• Managing the Compute Node Associated With a Database Deployment
• Managing Network Access to Database as a Service & Scaling a Database Deployment
• Patching Database as a Service & Using the Oracle Database Cloud Service Console to Manage Patches
• Migrating from On-premises to Oracle Cloud Database
• Gather Information for Migration

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In this course you will learn to configure an Oracle Database Firewall and an Oracle Database Firewall Management Server. You will learn to use enforcement points to deploy Database Firewall policies. You will use the Oracle Database Firewall Administration Console, a Web browser-based application for configuring, managing, and monitoring the system. You will configure stored procedure auditing and user role auditing. The configuration and use of local and remote monitoring is discussed in this course. Additional topics include reporting, archiving data, and email alerts.

You will use the Oracle Database Firewall Analyzer to create policies that the Oracle Database Firewall uses to block, alert, log or permit SQL statements. Learn To:

• Use Oracle Database Firewall to monitor and block unauthorized SQL traffic before it reaches the database
• Create a defensive perimeter that helps prevent SQL injection, application bypass, and other malicious activity from reaching the database
• Create white-list, black-list, and exception-list based policies to protect databases
• Generate customized reports to comply with regulations

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Oracle Database Vault helps an organization meet their security goals. Many requirements are being put on systems regarding separation of duties and privacy and protection of data, including insider threats. DBAs and security administrators need to understand these requirements, and also the tools available for meeting them. 

This course introduces the student to the Database Vault product, including installation, configuration, and how it affects activities in the database. New security concepts are introduced, illustrated, and clearly demonstrated by relevant practices. Learn To: 

• How to use the various features of Oracle Database Vault
• How to monitor and maintain an Oracle Database Vault environment
• Install and configure Oracle Database Vault to meet your security compliance goals
• How to use the various features of Oracle Database Vault
• How to monitor and maintain an Oracle Database Vault environment
• Install and configure Oracle Database Vault to meet your security compliance goals

Course Topics

Overview of Database Vault

• Overview of Database Vault elements and functionality
• Component relationships
• Database Vault example
• Database Vault effects
• Database Vault Administrator (DVA)
• Reporting and monitoring
• Database Vault API
• Managing Database Vault databases using Enterprise Manager

Configuring Database Vault

• Enabling Oracle Database Vault
• Configuring an Oracle database for Database Vault
• Database parameters altered during configuration
• Logging into DVA
• Database roles
• Database Vault accounts
• Database Vault schemas

Configuring Realms

• Realms: Concepts
• Creating and editing realms
• Deleting realms
• The realm algorithm
• Examples of realms
• Delivered realms
• Realm views
• Monitoring and reporting of realms

Defining Rule Sets

• Rule sets: Concepts
• Creating and editing rule sets
• Deleting rule sets
• Reusing rules
• Auditing rule sets
• Custom event handlers
• Using rule sets with realms
• Rule set examples

Configuring Command Rules

• Command Rules: Concepts
• Creating and editing command Rules
• Delivered command rules
• DBA_DV_COMMAND_RULE view
• Command rule report
• Command rule API

Extending Rule Sets

• Factors: Concepts
• Factor scenarios
• Creating and editing factors
• Managing factors:
• Identities: Concepts
• Purpose of identities
• Creating an identity
• Managing identities

Configuring Secure Application Roles

• Secure application roles: Concepts
• Creating and editing secure application roles
• Deleting secure application roles
• Secure application roles: Examples
• Managing secure application roles:

Viewing Database Vault Reports

• Monitoring Database Vault
• Configuration reports
• Auditing reports
• Security reports
• Object privilege reports
• Accounts and roles reports
• Privilege summary reports
• System privileges reports

Implementing Best Practices

• Identifying your security requirements
• Suggested naming conventions
• Separation of duty best practices
• Identifying your security requirements
• Audit all violations
• Connection pooling considerations
• Enforcing connections from an application server
• Performance considerations

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This Exadata Database Machine: 12c Administration Workshop training introduces you to Oracle Exadata Database Machine, covering the features and capabilities of the Exadata Database Machine X6 product family. In this course, you will be introduced to Oracle Database Exadata Cloud Service.

Explore the various Exadata Database Machine features and configurations, with emphasis on the unique capabilities delivered by Exadata Storage Server. This course uses a virtualized environment for the hands-on component.

Learn To:

• Describe Exadata Storage Server and how it’s different from traditional database storage.
• List the key capabilities and features of Exadata Database Machine and Exadata Storage Server.
• Initially configure Exadata Database Machine and make appropriate up-front configuration decisions.
• Implement Exadata Storage Server security.
• Use query execution plans, statistics and wait events to examine Exadata Smart Scan.
• Describe various options and best-practice recommendations for consolidation on Exadata Database Machine.
• Describe various options for migrating to Database Machine and how to select the best approach.
• Perform various maintenance tasks on Exadata Database Machine.
• Configure Enterprise Manager Cloud Control 12c in conjunction with Exadata Database Machine.
• Monitor Exadata Database Machine using the monitoring infrastructure inherently within Exadata Database Machine, along with the monitoring capabilities exposed through Enterprise Manager Cloud Control 12c.
• Use other utilities for monitoring Exadata Database Machine which are supplied by Oracle.
• Gain an understanding of the Oracle Database Exadata Cloud Service.

Benefits to You

Maximize the efficiency and effectiveness of your Exadata Database Machines. Develop an understanding of implementing the best practices taught in the course.

Hands-On Experience

Best-practice recommendations are highlighted throughout; and, where possible, the topics are reinforced through participation in structured hands-on lab exercises.

The post Oracle Exadata Database Machine Administration Workshop Ed 3 appeared first on IT Eğitimleri ve Danışmanlığı.

This Oracle BI Publisher 11g training will help you build a foundation of understanding how to best leverage this solution. Through Classroom Training or Live Virtual Class Training, you’ll learn the ins and outs of how to use this solution.

Learn To:

• Create data models by using the Data Model Editor.
• Create BI Publisher reports based on data models.
• Create report layouts by using the Layout Editor (online).
• Create reports based on OBI EE data sources.
• Publish the reports on OBI EE Dashboards.
• Schedule reports and burst these reports.

Creating Reports

Furthermore, you’ll learn how to create layouts for reports, then publish the highly formatted reports to a wide range of destinations (printers, faxes, email, and document repositories via FTP or WebDav). Publisher’s report formats can also be designed by using familiar Microsoft Office tools like Microsoft Word and Excel.

Scheduling and Bursting Reports

Oracle BI Publisher 11g provides best of breed capabilities for scheduling and bursting reports. By investing in this course, you’ll learn how to schedule and manage scheduled jobs, along with bursting reports to other destinations.

Course Topics

Introduction to Oracle BI Publisher 11g

• Course Agenda
• Overview of Oracle BI Foundation Suite
• Overview of Oracle Fusion Middleware
• Overview of Oracle BI EE
• Functions of Reporting Systems including Challenges
• Introducing BI Publisher Paradigm
• BI Publisher as a Strategic Reporting Solution for All Applicationss
• Salient Features of BI Publisher

BI Publisher Technology and Architecture

• Functional Components
• Layout Templates
• Multitier Architecture
• Enterprise Server Architecture and Performance and Scalability
• Document Generation Process and Output Formats
• Supported Data Sources
• Bursting Overview
• Internationalization and Language Support

Getting Started with BI Publisher

• Logging In, the Home Page, and Global Header, and Setting Account Preferences
• Viewing Reports
• Managing Repository Objects
• Managing Favorites
• Using Create Report wizard to Create Reports
• Selecting Data: Data Model, Spreadsheet, and BI Subject Area
• Configuring Report Properties

Using the Data Model Editor 

• Exploring the Schemas Used in the Course
• Exploring the Data Model Editor UI and the Supported Data Sources 
• Creating a Private Data Source
• Creating a Simple Data Model based on a SQL Query Data Set
• Using Query Builder to Build a Query
• Viewing Data and Saving Sample Data Sets
• Adding Parameters and LOVs to the Query
• Configuring Parameter Settings and Viewing Reports with Parameters

Working with Layout Editor

• Opening the Layout Editor and Navigating the Layout Editor UI
• Creating a Layout by Using a Basic Template
• Inserting a Layout Grid
• Adding a Table, Formatting Columns, Defining Sorts and Groups, and Applying Conditional Formats
• Inserting and Editing Charts, and Converting Charts to a Pivot Tables
• Adding Repeating Sections, Text Items, and Images
• Working with Lists, Gauges and Pivot Tables
• Creating Boilerplates

Using Template Builder to Create Templates

• Using the BI Publisher Menu Bar
• Creating an RTF Template from a Sample, Changing Field Properties, and Previewing Table Data
• Adding a Chart to an RTF Template
• Designing an RTF Template for a BI Publisher Report
• Creating a BI Publisher Report by Using Template Builder in Online Mode
• Exploring the Basic and Form Field Methods
• Exploring Advanced RTF Template Techniques Including Conditional Formats, Watermarks, Page-Level Calculations, Running Totals, Grouping, and Sorting 

BI Publisher Server: Administration and Security

• Describing the Administration Page
• Creating the JDBC Connections
• Setting, Viewing, and Updating Data Sources
• Describing the Security Model for BI Publisher and Oracle Fusion Middleware
• Describing Groups, Users, Roles, and Permissions
• Describing Delivery Options Including Print, Fax, Email, WebDav, HTTP Server, FTP, and CUPS
• Describing and Configuring BI Publisher Scheduler
• Integrating with Oracle BI Presentation Services and Oracle Endeca Server

The post Oracle BI Publisher 11G R1: Fundamentals appeared first on IT Eğitimleri ve Danışmanlığı.

This Oracle Data Integrator course covers advanced techniques for using Oracle Data Integrator 12c (ODI). You learn how to implement high-performance movement and transformation of data among various platforms. 

Learn how to:

• Develop and customize Knowledge Modules with substitution methods and Java
• Perform data integration and transformation among various platforms using advance techniques
• Design advanced ODI mappings, procedures, and packages to perform EL-T data transformations
• Use variables to create reusable packages
• Automate ODI tasks by using the Groovy script editor
• Extract data from different types of complex file
• Use ODI web services and perform integration of ODI in an enterprise environment and SOA
• Set up ODI security by implementing a strongly secured approach with non-generic profiles and external user authentication
• Implement integration strategies with ODI by using best practices and an example using GoldenGate
• Create and populate cubes and dimensions

Benefits to You

Improve performance and reduce integration costs across your organizations’ heterogeneous systems. Centralize data across databases using your new skills to perform data integration, design advanced ODI mappings, set up ODI security, and automate ODI tasks.

Administering the IT infrastructure and Metadata

This course helps you learn how to use the ODI Studio for developing projects and models. Expert Oracle instructors will also explore how to monitor executions through instruction and hands-on exercises.

Advanced ODI development for High-Performance Data Integration

In addition, this course teaches you how to perform advanced ODI topology configuration. Learn how to design advanced ODI mappings, procedures, packages, and other objects for high-performance data integration among various technologies.

Perform Extract Load Transform (EL-T) in an Enterprise Environment

For enterprise SOA deployments, there is almost always a need for enterprise data extraction, transformation, and loading. By leveraging the native SOA architecture in Oracle Data Integrator, this course helps you perform EL-T from SOA applications.

You also learn how to implement the integration of ODI in an enterprise environment and in SOA. In addition, this course teaches you how to execute ODI transformation from a BPEL process.

Apply Strongly Secured Approach

Taking this course helps you learn how to enhance ODI security by applying the Strongly Secured Approach and by implementing External Authentication with LDAP. 

Finally, you learn about cubes and dimensions and how to use and populate them in ODI.

This course is based on Oracle Data Integrator 12c (12.2.1.2.6).

Course Topics

Introduction

• Overview of Oracle Data Integrator

ODI Knowledge Modules: Overview

• ODI Knowledge Modules: Overview
• Working with Knowledge Modules
• Developing Knowledge Modules

Developing Knowledge Modules

• Developing Knowledge Modules: Best Practices
• Using Java in KMs
• Using Substitution Methods: Code Examples
• Troubleshooting Knowledge Modules

Designing ODI Integration Mappings

• Integration Process: Overview
• Integration Mappings: Overview
• Designing Integration Mappings: Best Practices
• Maintaining Integrity of Data

Designing Advanced Integration Mappings

• ODI Mappings: Advanced Functionality
• Partitioning
• Reusable Mappings

Using Variables in ODI

• Using Variables: Overview
• Using Variables in ODI Objects
• Tracking Variables

Accelerating Development with Groovy

• Interacting Programmatically with ODI
• Using Groovy Editor
• Performing SDK Tasks Using Java with Groovy Editor

Working with ASCII Files

• Complex Files Concepts: Overview
• Complex Files: Configuring the Topology
• Complex Files in Integration Projects

Integration of ODI in Enterprise Environment and SOA

• ODI Integration with Java EE
• Using Web Services with ODI: Overview
• Invoking Web Services
• Integration of ODI with SOA

Enhancing ODI Security

• ODI Security: Overview
• Implementing a Strongly Secured Approach
• Security Integration
• Configuring ODI External Authentication

Choosing Integration Strategies: Best Practices

• Defining an ODI Integration Strategies
• Strategies with Staging Area on the Target
• Strategies with Staging Area Different from the Target
• Using ODI for Bulk Processing
• Real-Time Data Integration: Using ODI with Oracle GoldenGate
• Working on ODI Projects: Best Practices

Cubes and Dimensions

• Overview of Dimensions
• Overview of a Cube
• Create Dimensions
• Create Cubes

The post Oracle Data Integrator 12C: Advanced Integration And Development appeared first on IT Eğitimleri ve Danışmanlığı.

This Oracle Data Integrator workshop details the new features and techniques of using Oracle Data Integrator 12c (ODI) for implementing high-performance movement. Expert Oracle University instructors will help you explore transformation of data among various platforms.

Learn To:

• Perform transformation of data among various platforms using Oracle Data Integrator 12c .
• Design ODI Mappings and Packages to perform ELT data transformations. 
• Debug and troubleshoot ODI mappings and packages using Step by Step debugger.
• Perform data integration and transformation among various platforms using advanced techniques.
• Integrate ODI 12c with Oracle Warehouse Builder, Oracle GoldenGate and OPSS Enterprise Roles.
• Create ODI agents using Common Administration Model.

Benefits to You

Investing in this course will teach you how to improve performance and reduce integration costs across your organization’s heterogeneous systems. Centralize data across databases using your new skills to perform data integration, design mappings, debug integration projects and enhance ODI security.

Explore ODI Studio

ODI Studio is the new declarative ODI12c flow-based user interface. Learn how to use it to administer the IT infrastructure and metadata, develop projects and for monitor executions.

Efficient Data Transformation

Learn how to use the Common Administration Model for the configuration of ODI agents, and how to design ODI mappings with various components, and how to use parallel target tables load and in-session parallelism for efficient data transformations.

Oracle Warehouse Builder and Oracle GoldenGate

For large enterprise deployments, there is almost always a need for enterprise data extraction, loading, and transformation. Taking this course will teach you how to implement integration of ODI in an Enterprise environment with products like Oracle Warehouse Builder and Oracle GoldenGate.

ODI Security

Learn how to enhance the ODI security by integration with OPSS Enterprise Roles.

Important

This course assumes you have a working knowledge of Oracle Data Integrator 11g.

Course Topics

Introduction

• The Benefits of Using ODI 12c
• Overview of ODI 12g Architecture and Components
• The features of New ODI 12c User Interface and its Components
• Overview of ODI 12g New Features

Developing Mapping in ODI 12c

• Creating Mappings with Various Components
• Creating Reusable Mappings
• Implementing Multiple Target Tables Loads
• Executing Mappings in Parallel

Step-by-Step Debugger

• Benefits of Using Step-by Step Debugger
• Overview of the Features of Step-by-Step Debugger
• Debugging Mappings using the Debugger
• Debugging Packages using the Debugger

Integration of ODI in Enterprise Environment and Using Common Administration Model

• Overview of Methods of Integration of ODI in Enterprise Environment
• Integration of ODI with Manager Cloud Control
• Integration of ODI with Warehouse Builder
• Integration of ODI with Oracle GoldenGate
• Integration of ODI with OPSS Role
• Configuring ODI Agents using Common Administration Model

The post Oracle Data Integrator 12C: New Features appeared first on IT Eğitimleri ve Danışmanlığı.

This Oracle Database 11g: Data Warehousing Fundamentals training will teach you about the basic concepts of a data warehouse. Explore the issues involved in planning, designing, building, populating and maintaining a successful data warehouse.

Learn To:

• Define the terminology and explain basic concepts of data warehousing.
• Identify the technology and some of the tools from Oracle to implement a successful data warehouse.
• Describe methods and tools for extracting, transforming and loading data.
• Identify some of the tools for accessing and analyzing warehouse data.
• Describe the benefits of partitioning, parallel operations, materialized views and query rewrite in a data warehouse.
• Explain the implementation and organizational issues surrounding a data warehouse project.
• Improve performance or manageability in a data warehouse using various Oracle Database features.

Oracle’s Database Partitioning Architecture

You’ll also explore the basics of Oracle’s Database partitioning architecture, identifying the benefits of partitioning. Review the benefits of parallel operations to reduce response time for data-intensive operations. Learn how to extract, transform and load data (ETL) into an Oracle database warehouse.

Improve Data Warehouse Performance

Learn the benefits of using Oracle’s materialized views to improve the data warehouse performance. Instructors will give a high-level overview of how query rewrites can improve a query’s performance. Explore OLAP and Data Mining and identify some data warehouse implementations considerations.

Use Data Warehousing Tools

During this training, you’ll briefly use some of the available data warehousing tools. These tools include Oracle Warehouse Builder, Analytic Workspace Manager and Oracle Application Express.

Course Topics

• Introduction
• Data Warehousing, Business Intelligence, OLAP, and Data Mining 
• Defining Data Warehouse Concepts and Terminology
• Business, Logical, Dimensional, and Physical Modeling
• Database Sizing, Storage, Performance, and Security Considerations
• The ETL Process: Extracting Data
• The ETL Process: Transforming Data
• The ETL Process: Loading Data
• Refreshing the Warehouse Data
• Materialized Views
• Leaving a Metadata Trail
• Data Warehouse Implementation Considerations

The post Oracle Database 11G: Data Warehousing Fundamentals appeared first on IT Eğitimleri ve Danışmanlığı.

In this course, students review the basic concepts of data mining and learn how leverage the predictive analytical power of the Oracle Database Data Mining option by using Oracle Data Miner 11g Release 2. The Oracle Data Miner GUI is an extension to Oracle SQL Developer 3.0 that enables data analysts to work directly with data inside the database.

The Data Miner GUI provides intuitive tools that help you to explore the data graphically, build and evaluate multiple data mining models, apply Oracle Data Mining models to new data, and deploy Oracle Data Mining’s predictions and insights throughout the enterprise. Oracle Data Miner’s SQL APIs automatically mine Oracle data and deploy results in real-time. Because the data, models, and results remain in the Oracle Database, data movement is eliminated, security is maximized and information latency is minimized.

Course Topics

Introduction

• Course Objectives
• Suggested Course Pre-requisites
• Suggested Course Schedule
• Class Sample Schemas
• Practice and Solutions Structure
• Review location of additional resources (including ODM and SQL Developer documentation and online resources)

Overviewing Data Mining Concepts

• What is Data Mining?
• Why use Data Mining?
• Examples of Data Mining Applications
• Supervised Versus Unsupervised Learning
• Supported Data Mining Algorithms and Uses

Understanding the Data Mining Process

• Common Tasks in the Data Mining Process

Introducing Oracle Data Miner 11g Release 2

• Data mining with Oracle Database
• Introducing the SQL Developer interface
• Setting up Oracle Data Miner
• Accessing the Data Miner GUI 
• Identifying Data Miner interface components
• Examining Data Miner Nodes
• Previewing Data Miner Workflows

Using Classification Models

• Reviewing Classification Models
• Adding a Data Source to the Workflow
• Using the Data Source Wizard
• Creating Classification Models
• Building the Models
• Examining Class Build Tabs
• Comparing the Models
• Selecting and Examining a Model

Using Regression Models

• Reviewing Regression Models
• Adding a Data Source to the Workflow
• Using the Data Source Wizard
• Performing Data Transformations
• Creating Regression Models
• Building the Models
• Comparing the Models
• Selecting a Model

Performing Market Basket Analysis

• What is Market Basket Analysis?
• Reviewing Association Rules
• Creating a New Workflow
• Adding a Data Source to th Workflow 
• Creating an Association Rules Model
• Defining Association Rules
• Building the Model
• Examining Test Results

Using Clustering Models

• Describing Algorithms used for Clustering Models
• Adding Data Sources to the Workflow
• Exploring Data for Patterns
• Defining and Building Clustering Models
• Comparing Model Results
• Selecting and Applying a Model
• Defining Output Format
• Examining Cluster Results

Performing Anomaly Detection 

• Reviewing the Model and Algorithm used for Anomaly Detection
• Adding Data Sources to the Workflow
• Creating the Model
• Building the Model
• Examining Test Results
• Applying the Model
• Evaluating Results

The post Oracle Database 11G: Data Mining Techniques appeared first on IT Eğitimleri ve Danışmanlığı.