Artificial Intelligence / Machine Learning 3 Days Workshop in Canberra

Certificate: Course Completion Certificate

Language: English

Duration: 3 Days

Credits: 24

Refreshments: Snacks, Beverages and Lunch included in a classroom session

Course Delivery: Classroom

Course Description:

This course provides a comprehensive introduction to the exciting fields of Artificial Intelligence (AI) and Machine Learning (ML). Designed for students with varying levels of expertise, from beginners to those with some background in programming and mathematics, the course covers fundamental concepts, techniques, and applications of AI and ML.

Attendees will begin by exploring the foundational principles of AI, including its history, goals, and various approaches. They will gain an understanding of intelligent agents, problem-solving techniques, and the importance of knowledge representation. Emphasis will be placed on the ethical considerations surrounding AI development and deployment.

The course will then delve into the core concepts of Machine Learning, where students will learn about different types of learning algorithms, such as supervised, unsupervised, and reinforcement learning. Through hands-on exercises and projects, students will develop a practical understanding of how to apply these algorithms to real-world problems, including classification, regression, clustering, and reinforcement learning tasks.

Learning Objectives:

After the training, you will be able to:

• Describe Artificial Intelligence workloads and considerations
• Describe fundamental principles of machine learning
• Describe features of computer vision workloads
• Describe features of Natural Language Processing (NLP) workloads
• Describe features of conversational AI workload

Prerequisites:

Prerequisite is not required for taking this course. Any one can with some basic awareness of computing and internet concepts, and an interest in using AI services.

Specifically:

• Experience using computers and the internet.
• Interest in use cases for AI applications and machine learning models.
• A willingness to learn through hands-on exploration.

Who can Attend?

The Artificial Intelligence / Machine Learning course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible. You don’t need to have any experience of using AI before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts.

Business Case Writing Training: Business strategy execution depends upon developing and implementing the best solution. Success however, relies upon basing the solution on the right requirements, drawn from a sound and robust Business Case.This one day program will introduce participants to the principles of developing an effective Business Case, within the context of an interactive course driven by a case study.This workshop will provide participants with a working knowledge of the principles of writing an effective, comprehensive and compelling Business Case.The course is driven by participation in a case study, promoting immediate workplace transference.

Business Succession Planning Workshop: Business succession planning is all about being prepared. The loss of valuable leadership can cripple even the strongest of companies. Succession planning is an essential component to the survival and growth of any business. Whether it is grooming employees to become leaders, or preparing for an employee”s retirement your participants will identify common obstacles and how to overcome them.

Our Business Succession Planning workshop will show you the differences between succession planning and mere replacement planning. How you prepare people to take on leadership responsibilities is just as important as hiring the right person for the job. Every company should have a form of succession planning in its portfolio.

Project Management Basics Training: With this Course you will gain a basic understanding of Project Management based on the Guide to the Project Management Body of Knowledge® – 5th Edition. The Course covers information on project Management theory, Principles, techniques, and methods.

During the Course, exercises are made based upon a case study. The case study may be one of three pre-defined case studies or a customized case study from the participant’s organization (see below: customization).

Change Management Foundation Training: Do you understand the psychology, the mechanisms and the options for helping staff cope with change issues and of establishing new ways of working so that change is effective?

Global competition brings change. Mergers and acquisitions bring change. New governmental statutes and regulatory directives bring change.

As the developed world moves from a production-based, to a service-based economy, you need to know the characteristics of different organizational structures, how they work and the issues that you will face as you try to help them change.

The Change Management Foundation course deals with the theories of how change impacts on and is affected by the Individual, the Team, the Organization, and the Change Leader.

This course will provide you with underpinning knowledge of the behavioral associated with managing change in organization life, and of many key models and tools used by practitioners to address these issues effectively.

Based on the acclaimed book, “The Effective Change Manager’s Handbook ” this course provide the opportunity to attain certification for Change Management Foundation issued by APMG-International.

Internet Marketing Fundamentals Training: Marketing has changed dramatically over the last decade. Marketing is all about communicating, and the Internet has completely changed the way people communicate. The Internet is a marketer”s dream come true, especially with Social Media, as you have a low cost marketing tool that can reach a large audience.

Internet Marketing Fundamentals will provide your participants with a great set of skills to market your business online. Content is the king of Internet marketing, and your participants will need to know how to utilize your great content. If you want your business to grow then your participants need to understand Internet Marketing Fundamentals.

Marketing Essentials Workhop: This Training, ‘Marketing Essentials’ cover the basics of marketing and are intended not only for people who are new to a marketing role, but just about anybody in the organisation. A basic understanding of the subject is particularly valuable to people in management, selling and customer service roles.

Training course contents:

Effective marketing is vital to ensure the survival and growth of any business. It does not matter whether the business is large or small or what products or services the business supplies, the truth is that effective marketing cannot be ignored and is essential for any successful organisation.

Elements of Risk Management Workshop: The mission of every organization is affected by today’s global economy and the digital era. Organizations are critically dependent on information technology (IT) to better support their business Goals. Risk Management plays a critical role in protecting an organization’s information assets, and its mission therein, from IT-related Risk. An effective Risk Management Process is an important component of a successful IT security program. The principal goal of an organization’s Risk Management Process should be to protect the organization and its ability to perform their mission, not just its IT assets. Therefore, the Risk Management Process should not be treated primarily as a technical function carried out by the IT experts who operate and manage the IT system, but as an essential Management function of the organization.

Risk is the net negative impact of the exercise of a vulnerability, considering both the probability and the impact of occurrence. Risk Management is the Process of identifying Risk, assessing Risk, and taking steps to reduce Risk to an acceptable level. This Course provides an overview into the specific criteria, steps and actions necessary to implement and sustain a comprehensive Information Risk Management program.

Business Presentations Workshop: These business presentations training will provide you with the skills and knowledge required to deliver effective and persuasive business presentations that get results. It will help you to present in a style that changes the way people think about the topics they present to them while leaving the audience with key actions to take away.

You will be guided on how to prepare and deliver the message with impact and given the tools and techniques to ensure that their audience feel engaged and influenced by your delivery.

Business Ethics Workshop: A company”s ethics will determine its reputation. Good business ethics are essential for the long-term success of an organization. Implementing an ethical program will foster a successful company culture and increase profitability. Developing a Business Ethics program takes time and effort, but doing so will do more than improve business, it will change lives.

A company”s ethics will have an influence on all levels of business. It will influence all who interact with the company including customers, employees, suppliers, competitors, etc. All of these groups will have an effect on the way a company”s ethics are developed. It is a two-way street; the influence goes both ways, which makes understanding ethics a very important part of doing business today. Ethics is very important, as news can now spread faster and farther than ever before.