Course fee: 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:
- 13 courses (18h 21m) / 4 labs (4h) / 7 others (4h 43m)
- Optional additional resources are available to enhance your learning in your own time.
Course code: C01301
Course overview:
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Track 1: AI for Software Engineers: Activate
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Track 2: AI for Software Engineers: Accelerate
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Track 3: AI for Software Engineers: Transform
What are Aspire Journeys?
Aspire Journeys are guided learning paths designed and published by Skillsoft. These courses provide:
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- 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 Software Engineers 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 Software Engineers Track 2: Accelerate
NLP and LLMs Proficiency (Advanced Level)
Introduction to Large Language Models (LLMs)
Transformers: The “T” in GPT
Exploring Transformers with Hugging Face
Exploring Transformers and their Carbon Footprint
Introduction to PyTorch and Neural Networks
Introduction to PyTorch and Neural Networks Lab: Predicting Electric Vehicle Charging Loads
AI for Software Engineers Track 3: Transform
Introduction to Hugging Face
Introduction to Finetuning
Finetuning Transformers with Hugging Face
Finetuning Language Models: Practice Lab
Portfolio Project: Analyze Texts With NLP
RAG Foundations
Build a RAG App
RAG Techniques
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.
Course type: Short course
Industry partner: Skillsoft
Certification: Certificate confirming course completion.
Certification issued by: Optimi College
Assessment information:
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.
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.