AI for Data Analytics & BI
R3 360.00
AI along with generative AI is a cutting-edge technology that will transform nearly every business function, ranging from content creation and product design, to improving customer experience and marketing new ideas. While the benefits of AI are immense, the technology has its limitations and poses some ethical considerations. In this Journey designed for front-line learners, you will be introduced to AI concepts and ethical considerations.
 Digital learning |
 Start anytime |
 Months course access |
 Skillsoft LMS access |
 Online Skillsoft mentor |
 Certified by College SA |
- Course fee
- About the course
- Admission requirements
- Accreditation status
- Assessment details
- What to expect
- Enquire now
Course fee
Cost: R3 360.00
Deposit: R840.00
Monthly instalments: R840.00 x 3
Duration: You will have Skillsoft access to this course for 12 months. The average time required to work through the syllabus is:
- 15 courses (25h 13m) / 3 labs (2h 30m) / 6 others (2h 58m)
- Optional additional resources are available to enhance your learning in your own time.
About the course
Course code: C01292
Course overview:
- Track 1: AI for Data Analytics & BI: Activate
- Track 2: AI for Data Analytics & BI: Accelerate
- Track 3: AI for Data Analytics & BI: Transform
What are Aspire Journeys?
Aspire Journeys are guided learning paths designed and published by Skillsoft. These courses provide:
- A clear starting point across the roles and responsibilities of tomorrow.
- Exercises for on-the-job applications to put what you’ve learned into practice.
- Verifiable, shareable, and portable digital badges so you can celebrate accomplishments along the way.
- A diverse array of learning tools from the books to audiobooks to video courses, and more.
The learning path for each journey comprises tracks of content in a recommended order. Completing all content within a track completes the track. Completing all tracks within the journey completes the journey.
Modules and topics covered:
AI for Data Analytics & BI Track 1: Activate
- Generative AI, Prompting and Ethics Awareness (Beginner)
- An Introduction to Generative AI
- An Introduction to GPT Models
- Artificial Intelligence and Machine Learning
- Deep Learning and Neural Networks
- Getting Started with Prompt Engineering
- Exploring Prompt Engineering Techniques
- Case Studies in Prompt Engineering
- Considerations for Using AI Responsibly
AI for Data Analytics & BI Track 2: Accelerate
- AI in Power BI Competency (Intermediate Level)
- Leveraging AI Insights & Text Analytics in Power BI
- Training Machine Learning Models in Power BI
- AI-powered Visuals in Power BI
- Smart Narratives, Q&A Visuals, & Copilot in Power BI
- Prompt Engineering for Data: Leveraging Prompts When Working with Data
- Prompt Engineering for Data: Basic Data Manipulation Using Generative AI
- Prompt Engineering for Data: Leveraging Prompts for Filtering & Grouping Data
- Prompt Engineering for Data: Combining & Visualizing Data Using Generative AI
- Working with AI Prompts in Azure OpenAI Studio [Guided]
AI for Data Analytics & BI Track 3: Transform
- Prompt Engineering for Data Science Literacy (Beginner Level)
- Build a D3.js Visualization with Generative AI
- Data Visualization Lab: Visualize the Central Park Squirrel Census with D3.js and Generative AI
- Troubleshoot and Refine Generative AI Data Visualization
- Data Visualization Lab: Visualize the Central Park Squirrel Census with D3.js and Generative AI Part 2
Admission requirements
Academic grade: No minimum school pass requirements or formal prerequisites.
Language:Proficiency in English (course material and support only available in English).
Expertise level: Beginner
Equipment: Access to a PC or laptop with a reliable internet connection.
Effort: Self-paced learning online.
Accreditation status
Course type: Short course
Industry partner: Skillsoft
Certification: Certificate confirming course completion.
Certification issued by: College SA
Assessment details
Each track concludes with a final internal assessment that will test your knowledge and application of the topics presented throughout that specific track.
There are no external certification exams for this course.
What to expect
Dedicated support team
We understand that students may require guidance and support to navigate the learning journey, and our Client Services team is always ready to assist them in every possible way. Our team is readily available during office hours and can be contacted via email, phone, WhatsApp and social media.
Skillsoft Learner Management System (LMS) access
Skillsoft is an online learning management system that offers all students enrolled for any of our IT Academy courses compelling content, interactive videos, quizzes, mentoring and practical simulations/virtual labs. The platform allows students to learn at their own pace.
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