About this Event
Delivery mode
6 hours delivered on site face to face - 8th January 2025 at 10 am to 5 pm Adelaide time.
What you will learn
- Insightful and conceptual live training on the basics, how it works, applications, and opportunities with AI
- Hands-on session for end to end machine learning for Computer Vision, Natural Language Processing and Generative AI
- Know how of problem solving at work, business, and life using AI tools and innovations
- Access to the course material
- Access to online platform for AI/ML operations
- Certificate of achievement which can be shared on your social and professional networks (e.g. LinkedIn and Facebook)
Best suited for
- Professionals (Engineering, Healthcare, Education, Finance, Industrial, Government, etc)
- Business executives (C-level, directors, management)
- University students
- School leavers
- High school students
- Any enthusiasts
Pre-requisite
- Ability to understand scientific concepts
- Computer literacy
- No coding experience required
- No prior AI / Machine Learning knowledge required
Your trainer
Dr. Kalana Withanage the founder of AuralMinds (www.auralminds.com.au) has Ph.D in Computer Vision / Machine Learning BSc. (Hons) in Electrical and Information Engineering 16+ years of industrial experience in architecting and developing solutions with machine learning, computer vision, robotics, and embedded systems. He is an inspiring trainer and international community educational event speaker.
Fee
Regular fee AUD 1000.00, Introductory fee AUD 300.00 just for the registrations before 31st December 2024
Training contents
Session 1
Evolution of computing and AI
AI vs Human Intelligence
Forms of Machine learning (ML) and AI
ML, Robotics, CV, NLP, GenAI
Computer Architecture
Natural neural network
Artificial neural network
Introduction to Deep learning
Applications of ML in Robotics, CV, NLP and GenAI in Education, Healthcare, Engineering, Agriculture, Manufacturing, Mining, Entertainment, Governance, Retail, Logistic, and Finance
Limitations of AI/ML
Risks and opportunities with AI/ML
Ethics for AI
Session 2
Overview of Computer Vision - eyes of AI
Basics of image processing
Machine learning architectures for Computer Vision (CV)
Optical character recognition
Face recognition
Human activity recognition
Object detection
Understand how CV works and how to develop CV solution with hands on exercises
Session 3
Overview of Natural Language Processing (NLP) and tools available - human language skills by AI
Letters, Words, Sentences, concepts
Basics of Recurrent Neural Networks (RNN), Long Short Term Memory (LSTM), Transformers, Large language models (LLMs)
Text classification, summarization, translation
Text summarization
Understand how NLP works and how to develop solutions with hands on exercises
Overview of Generative AI - creating novel multimedia contents by AI
Generative AI tools overview
Generative Adversarial Networks (GANs), Variation Auto Encoders (VAEs), Diffusion models concepts
Generative texts
Generative Images
Generative Videos
Generative Codes
Understand how Generative AI works and how to develop solutions with hands-on exercises
More information: www.auralminds.com.au
Event Venue & Nearby Stays
Adelaide, Australia
AUD 300.00
