II Data School

Technology Investigative Journalism

TJG Web Services Reports

TJG Web Services Reports

Cloud Solutions

Streaming Audio/Video

Digital Subscriptions

File Storage

Backup and Disaster Recovery

Microcontroller Apps

Streaming Applications

Digital Analysis

  • Subscription Model

  • Distributed Subscription Model

  • Automated Provisioning

  • Scalability

  • Security

Operational and Embedded Analytics

  • Performance Dashboards

  • Statistical Techniques in Data Streams

  • Analytics in Applications

  • Planning and Strategy

  • Embedded Visualizations

  • Real-time Applications

  • Customer Facing Applications

  • Microcontroller Applications

Industrial Analytics

    • Cognitive Systems

      • Natural Interaction

      • Reasoning

      • Dynamic

  • Resource Management Software

    • Planning

    • Forecasting

  • Engagement Software

  • Review Software

Infrastructure as a Service

  • Network Function Virtualization

  • Enterprise Social Networking

Data Analysis Tools

  • Data Architecture

  • IT Infrastructure

  • Governance and Infrastructure

  • Risk Data Aggregation Capabilities

  • Supervisory, Review

  • Risk Reporting Practices

Data Analysis Qualities

Analytics Areas

Analytics Departments

Interactive Analytics

  • Dynamic

  • Development Environments

  • Good Design

  • Visualization Tools

  • Data Updates

  • Pervasiveness

Analytics Challenges

  • Poor Data Quality

  • Lack of trust in Data

  • Lack of Budget

  • Lack of Support

  • Data integration

  • No Business Use Case

  • Integrating Analytics in Business Process

  • Cultural Issues

  • Nontechnical Users

  • Ownership issues

  • Insufficient Infrastructure

  • Scaling Analytics Execution

  • Security

Data Types

  • Structured Data

  • Complex Data

  • Semi-Structured Data

  • Time-Series Data

  • Geospatial Data

  • Event Data

  • Raw Data

  • App Logs

  • Social Media Data

  • Weblogs and click streams

  • Machine-Generated Data

  • Streaming Real Time Continuous Data

  • Unstructured Data

  • Data from Graph Databases

  • Scientific Data

Unstructured Data

  • Human Language

  • Audio

  • Video

Analytics Use Cases

  • Reporting

  • Visualization

  • Performance Management

  • Forecasting

  • Optimization

  • Predictive

  • Rules Engines

  • What-if simulations

  • Prescriptive

  • Geospatial

  • Social Media

  • Text

Analytics Platforms

  • Data warehouse

  • Data marts/data lakes

  • Business intelligence and analytics platforms

  • Transactions systems

  • Operational data stores

  • In-Memory Analytics

  • Open source platforms

  • Data appliances

  • Public cloud platforms

  • Native mobile platforms

  • In-Memory Grids

  • Event stream processing engines

  • complex event processing engines

Best Practices

  • Key measures (e.g. revenue)

  • Executive support

  • Data governance and stewardship

  • Organizational implications

  • Design

  • Deployment

  • Outcomes

  • Tooling

  • Advanced Analytics

  • New Skills and Training

Enterprise Social Networks

Cloud Migration

  • Picture Archiving and Communication Systems (PACS)

Artificial Intelligence

  • Researching AI Technologies

  • Identifying AI Capabilities

  • Identifying Business Use Cases

  • Sourcing and Preparing Data

  • Training AI Systems

  • Monitoring and Improving AI Systems

Backup

  • Databases

  • Virtual Servers

  • Enterprise Applications

  • User Shares

  • Endpoint/Desktop Data

  • Virtual Desktops

Cloud Migration

  • Cloud Adoption

  • Big Data

  • Containers

  • Storage-Class Memory

  • Internet of Things

In Memory Databases

  • Microsoft and Oracle

Visual Dashboards

  • Data Discovery Tools

  • Business Query Tools

  • Data Warehousing

  • Self Service Dashboard

  • Charting Engines

  • Auto-Adjust Charting

  • New Chart Types

    • Trellis Chart

    • Network Chart

    • Decision Tree

    • Heat Map

Dashboard Features

  • Filters

  • Sorting

  • Lasso

  • Drill Down/Pivot

  • Expand/Zoom

  • Animation

  • Detailed Data

  • What-if Analysis

  • Change Display Type

  • Collaboration and Annotation

  • Global Search and Faceted Navigation

Modern Infrastructure

Data Recovery as a Service (DraaS)

Big Data Platforms

Textual Analysis, Image Analysis, Financial Analysis

Programming Languages

Cross platform and Internet of Things development

Training

Knowledge management systems

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Knowledge Management

Knowledge Management

  • Decision Science
  • Workflow Management
  • Data Mining

Data Analysis

Data Analysis

  • Analytical Tools
  • Machine Learning
  • Visualization

Data Storage

Data Storage

  • Database Systems
  • Distributed Storage
  • Data Warehousing

Financial Management

Financial managmenet strategies

  • Decision Science
  • Workflow Management
  • Data Mining
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Economical Analysis

Political, social, and economical topics

  • Anlytical Tools
  • Machine Learning
  • Visualization
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Videos

Instructional Videos

  • Database Systems
  • Distributed Storage
  • Data Warehousing
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TJG News provides technology investigative reporting resources

TJG News is offering resources for investigative journalism in technology

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