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Topic 8: Introduction to Artificial Intelligence and Machine Learning
Digital skills
Materials for University teachers / researchers trainees
Topic 8: Introduction to Artificial Intelligence and Machine Learning
Open course index
Completion requirements
Click
ICT_Topic08_AI Introduction_res.pdf
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Previous activity
A Brief Overview of the Scrum Framework (YouTube Video)
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Topic 1: ICT Fundamentals
Topic 2: Computer graphics & visualisation
Topic 3: Introduction to programming
Topic 4. Introduction to Software Engineering
Topic 5: Introduction to Artificial Intelligence and Machine Learning
Topic 6: Internet of things and embedded systems
Topic 7: Introduction to Analytics
Students self-assessment for Digital skills
Topic 1: ICT Fundamentals
Topic 2.1: Text formatting
Topic 2.2: Electronic tables
Topic 2.3: Working with Presentations
Topic 3: Tools for business digitalization
Hands on: Sharie a file via the Cloud
Topic 4: Computer graphics & visualization
Topic 5: Development and maintenance of websites
Self-assessment for Module 1: Basic computer literacy and skills
Topic 6.1: Software Engineering
Topic 6.2: Requirements Engineering
Topic 6.3. Introduction to modeling and UML
Topic 6.4. UML Diagrams
Topic 7: Introduction to Artificial Intelligence
Hands-on: Case Study
Topic 8.1: Analytics and Classification of Analytics
Topic 8.2: Business Analytics
Topic 8.3. Big Data and Analytics
Topic 9.1: Enterprise Resource Planning
Topic 9.2: Business Intelligence Systems
Topic 9.3. Digital Marketing
Self-assessment for Module 2: Advanced ICT topics
Topic 1: ICT Fundamentals
Self-assement: ICT Fundamentals
Topic 2.1: Text formatting
Topic 2.2: Electronic tables
Topic 2.3: Working with presentations
Topic 2.4: Working with macros
Self-assement: Basic digital skills and tools
Youtube video: Microsoft Word Formatting Masterclass
Youtube video: Simplify Word Document Formatting with Styles
Youtube video: How to use PowerPoint slide master
Youtube video: Learn Macros in 7 Minutes (Microsoft Excel)
Topic 3.1: Cloud platforms
Topic 3.2: Online meetings
Topic 3.3: Social media
Self-assement: Tools for business digitalization
Hands-on exercise: Sharing a file via Google Drive
Reading material: How to Use Hashtags
Topic 4: Computer graphics and visualization
Self-assement: Computer graphics and visualization
Topic 5: Development and maintenance of websites
Self-assement: Development and maintenance of websites
Youtube video: How to Make a Website - Wix Tutorial for Beginners
Youtube video: How To Create A Free Website with Free Domain & Hosting
Reading material: How to Choose the Right CMS Platform
Reading material: Best website builders
Reading material: Creating a website from scratch
Topic 6: Introduction to programming
Self-assement: Introduction to programming
Youtube video: Learn Python - Full Course for Beginners
Youtube video: 10 Python Tips and Tricks For Writing Better Code
Topic 7.1: Software Engineering
Topic 7.2: Requirements Engineering
Topic 7.3. Introduction to modeling and UML
Topic 7.4. UML Diagrams
Self-assessment: Introduction to Software engineering
Introduction to UML and UML diagrams. Tools for drawing diagrams
Agile Models Additional Reading Sources
A Brief Overview of the Scrum Framework (YouTube Video)
Self-assement: Introduction to Artificial intelligence and Machine learning
Hands-on: AI in Textile, Case study 1
AI Case Study 1 - Fabric Stain dataset
AI Case Study 1 Solution
Hands-on: AI in Textile, Case study 2
AI Case Study 2 - African Fabric dataset
AI Case Study 2 Solution
Free online course: Elements of AI
Topic 9: Internet of things and embedded systems
Self-assement: Internet of things and embedded systems
Reading material: ITU - Overview of the Internet of things
Reading material: The basics of Arduino programming
Online Arduino simulator
Topic 10.1: Analytics and Classification of Analytics
Topic 10.2: Business Analytics
Topic 10.3. Big Data and Analytics
Topic 10.4. Data Visualizations and Analytics
Topic 10.5. Popular Analytics Software tools
Self-assessment: Business Analytics
Analytics Introduction by Oracle (Reading)
Business Analytics Defined by Thomas H. Davenport (Video)
What is Big Data and What is it Used For? (YouTube Video)
The 4 Biggest Trends In Big Data And Analytics Right For 2021 by Bernard Marr (Article and Audio)
What is a Data Visualization and Analytics? (Article and Video)
Popular Analytics Tools Overview and Sources
Topic 11.1: Enterprise Resource Planning
Topic 11.2: Business Intelligence Systems
Topic 11.3. Digital Marketing
Self-assessment: ICT in Enterprise Management
What is Enterprise Resource Planning System? (YouTube Video)
What is Business Intelligence (BI)? (YouTube Video)
What Is Digital Marketing? And How Does It Work? (YouTube Video)
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Self-assement: Introduction to Artificial intelligence and Machine learning
