Augmented analytics

3 Months

  • Future of Analytics and Innovation Cycle for Analytics
  • Oracle Analytics Data Visualization
  • SaaS Application
  • Oracle Autonomous Database as a Source for Data Sets
  • Leverage Snowflake Connection to Create Data Sets
  • Management of Data Sets and Data Connections
  • Data Flow
  • Advanced Analytics
  • Use Case for Machine Learning
  • Augmented Analytics
  • Augmented Enrichment

Course Outline

  • Future of Analytics and Innovation Cycle for Analytics
  • Oracle Analytics Data Visualization

Setup Oracle Analytics Data Visualization Environment

Introduction to Data Sets and Data Sources

Built-in Data Connectors with Oracle Analytics

Connect to Relational Database and Create Data Set for Visualization

Oracle Essbase Connection to Create Data Set for Visualization

Connect to Big Data Source to Build Visualization

  • SaaS Application as a Source for Data Set and Visualization
  • Oracle Autonomous Database as a Source for Data Sets
  • Leverage Snowflake Connection to Create Data Sets
  • Management of Data Sets and Data Connections
  • Data Flow

Introduction to Data Flow Business Use Case

Build Your First Data Flow – Comprehensive Overview of Data Flow Process

Run and Manage Your Data Flow Process

Create Multiple Targets with Single Data Flow!

Create Execution Sequence with Multiple Data Flows

Store Your Data Flow Target Data

  • Advanced Analytics

Introduction to Business Use Case for Advanced Analytics

Create Reference Line to Examine your Data

Create Trend-line to Understand Progressive Stat of Measure in your Data

Create Clusters and Outliers on Data Using Single Click Analytics

Compare and Understand Outliers with ‘Explain’ Driven Analysis

Leverage Expression Builder to create Advanced Analytic Function

Story Telling Your Discovery for Sales Performance

  • Use Case for Machine Learning

Introduction to Business Use Case for Machine Learning

Analytics Tasks Classification

Basics of Machine Learning Algorithms

Learn to Make Machine Learn!

Machine Learning for Business Users

Bike Rental Data Exploration for Machine Learning

Build Regression Based Model for Bike Rental Use Case

Evaluate Machine Learning Model Performance

Leverage Model to Predict Future Bike Rentals

Dynamic Analysis with Scenario Modeling

  • Augmented Analytics

Bring In Your Data: Data ImportNew

Data Visualization: Glance at Project FeaturesNew

Avoid Blank Canvas SyndromeNew

Interact with Data: Project and FiltersNew

  • Augmented Enrichment

Data Preparation Basics with Oracle Analytics

Preparation Script: Edit, Create, Delete StepsNew

Augmented Data Preparation

Analyse enriched Data

Story Telling and Collaborating Your Discovery Project

Business Use Case: Soccer Half-Time AnalysisNew

Self Service Analysis: Auto Generate InsightsNew

Missing Metrics: Build Calculated MetricsNew

Paint Canvases: Create Multiple CanvasesNew

Use OOTB Statistacal Tools: Advanced Analysis in VisualNew

Create Insights from Data