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Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130)

4.6 out of 5 rating Last updated 21/11/2024   English

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Duration

2 Days

12 CPD hours

Overview

This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on exercises and engaging group activities. Throughout the course you'll learn how to:
-Develop the ability to identify and evaluate potential AI applications for enhancing operations within your organization, leading to improved decision-making and optimized workflows.
-Gain proficiency in designing and executing effective test plans for AI systems, ensuring the successful integration and deployment of AI models in real-world operational environments.
-Acquire the skills needed to navigate the AI testing lifecycle, from the development and validation stages to the deployment and monitoring of AI models, ensuring the reliability and quality of AI systems.
-Master the process of evaluating AI model performance using key metrics, allowing participants to assess the operational fit of AI models and strike a balance between performance, complexity, and cost.
-Develop a high-level understanding of security and ethical considerations in AI, equipping participants with the knowledge to implement AI systems responsibly and securely, mitigating potential risks and challenges.

Description

Unlock the full potential of AI for your organization with this comprehensive two-day course, designed to emphasize the value of AI in operations and provide practical guidance on testing against AI systems. You'll gain a solid understanding of AI and its applications, focusing on how AI can be used to streamline operations, improve decision-making, and optimize workflows.
Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success is a two day hands-on course that offers insights into real-world implementation and testing scenarios, equipping you with the tools and strategies necessary to ensure successful AI integration and deployment. This course focuses on the practical application of AI rather than the programming or math that underpin the algorithms and functionality.
Throughout the event you'll explore the AI testing lifecycle, how to evaluate AI model performance, and maintain security and ethical considerations. By the end of the training, you'll have the knowledge and skills needed to harness the power of AI to drive operational excellence and effectively test AI systems.

Prerequisites

In order to be successful in the course you should possess:
-Basic understanding of technology systems in business operations: Attendees should have a foundational knowledge of technology systems, such as software applications, databases, and networks, to better comprehend AI integration and its implications in operational environments.
-Familiarity with data analysis and interpretation: Participants should have experience in working with data, including basic data analysis and interpretation skills, as AI and machine learning often involve utilizing data for decision-making and predictions.
-Problem-solving and critical thinking skills: Attendees should possess strong problem-solving and critical thinking abilities, as these skills are essential when identifying potential AI applications, designing testing strategies, and evaluating AI model performance in operational contexts.

Introduction to AI
  • What is AI
  • AI vs Machine Le
  • Types of AI: Narrow AI vs. General AI
  • Popular AI and ML algorithms
  • AI applications in various industries
AI and ML in the current lifecycle
  • State of AI and ML today
  • Recent advancements and limitations
  • Future potential
AI in Operations
  • Operational use cases for A
  • Integrating AI into existing workflows
  • AI-driven decision making
  • Identifying potential AI applications in your organization
Implementing and testing AI in companies
  • Case studies of successful AI implementations
  • Test cases from real-world AI rollouts
  • Overcoming common challenges during AI implementation and testing
  • Activity: Designing a test plan for a hypothetical AI application
AI testing lifecycle
  • Overview of the AI testing lifecycle
  • Development, validation, and deployment phases
  • Ensuring AI model quality and reliability
  • Activity: Identifying key testing milestones in an AI project
Testing AI in an operational environment
  • Preparing the test environment
  • Types of tests for AI systems
  • Monitoring AI system performance
  • Handling AI system failures and updates
  • Activity: Creating a test environment for a hypothetical AI application
Evaluating AI model goodness and performance metrics
  • Key performance metrics for AI models
  • Determining the operational fit of AI models
  • Balancing performance, complexity, and cost
  • Activity: Evaluating a sample AI model using performance metrics
Security and ethical considerations
  • Security concerns in AI implementations
  • Ethical considerations in AI and ML
  • Strategies for ensuring AI security and ethics
Resources and next steps
  • Continued learning resources
  • Online courses, books, and communities
  • How to stay updated on AI developments
  • Closing discussion and feedback
Additional course details:

Nexus Humans Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the ITS Data Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) Course

Available Delivery Options for the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training provide?

The 2 day. Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training course give you up to 12 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

Which exam does the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training course prepare you for?

The Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) prepares you for the Yes official exam. You can take this exam at any exam center across UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online where ever you are. Exams vary in duration and if required you can request with the provider for any accommodations appropriate for you.

What is the correct audience for the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training?

The ideal audience for this course includes professionals involved in the development, testing, deployment, or management of technology solutions and are seeking to leverage AI and machine learning to optimize their organization's operations. Key roles that would benefit from this course include:
-Test Engineers and Quality Assurance Analysts - Individuals responsible for ensuring the quality and reliability of software and systems, who need to develop robust testing strategies for AI-driven applications.
-IT Managers and Project Managers - Professionals overseeing technology projects and teams, who want to ensure the successful integration and deployment of AI and ML in their organizations.
-Business Analysts and Operations Managers - Professionals responsible for optimizing business processes and operations, who are interested in leveraging AI and ML to enhance efficiency and productivity.
-Software Developers and Engineers - Professionals responsible for building and maintaining software solutions, who seek to incorporate AI and ML technologies into their products or services.
-Data Scientists and Analysts - Individuals working with data to generate insights and make data-driven decisions, who seek to utilize AI and ML techniques for data analysis and prediction.

Do you provide training for the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130).

Yes we provide corporate training, dedicated training and closed classes for the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130). This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) program.

The Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training takes place over 2 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

What other terms do people search for when looking for this course?

Popular related searched include AI Ops, AI Testing.

Why are Nexus Human the best provider for the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training.

Yes, the discount code PENPAL5 is currently available for the Exploring AI Operations: Strategies for Testing and Deploying Intelligent Systems for Success (TTAI2130) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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