Inspire with AI - a "No Code" intuitive jumpstart to AI/ML

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

Host or Publisher AuralMinds