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Strategic AI Dialogues: Conversational Intelligence for Business Innovation (TTAI2060)
This engaging half-day workshop is crafted for business professionals eager …
What you'll learn
<b>Understanding Conversational AI:</b> Gain a foundational understanding of Conversational AI, its significance in the business context, and its potential to transform customer engagement.
<b>Exploring NLU and LLMs:</b> Dive deep into Natural Language Understanding and Large Language Models, exploring how these technologies interpret and respond to human language in a business setting.
<b>AI Integration Strategies:</b> Learn strategies for integrating AI across different products and services within the enterprise, focusing on practical applications and real-world examples.
<b>Business Transformation with AI:</b> Discover how Conversational AI can streamline processes, enhance customer experience, and provide actionable insights for business decision-making.
<b>Navigating Challenges and Opportunities:</b> Discuss the challenges in implementing AI in business environments and explore opportunities for innovation and growth.
Quick Start to Using Azure OpenAI (TTAI2321)
Are you ready to unlock the power of OpenAI and …
What you'll learn
Understand the basics of OpenAI and its products, and how they can be used to improve business processes and decision making.
Learn how to use GPT-3 for text generation, including generating product descriptions and customer service responses.
Learn how to use DALL-E for image generation, including generating product images and marketing materials.
Understand OpenAI's decision-making capabilities and how to use them to improve decision making in business scenarios.
Learn about real-world business applications of OpenAI, including examples of companies using it, and explore potential future uses of OpenAI in business.
Learn how to use OpenAI in day-to-day business operations and explore resources for additional tools and support.
Quick Start to Prompt Engineering for Everyday Business Users (TTAI2009)
Prompt engineering is the process of designing and refining input …
What you'll learn
Get comfortable with the basics of prompt engineering and discover how it can make a difference in various business tasks, such as enhancing customer support, creating content, and fine-tuning sales pitches.
Develop the knack for crafting, refining, and perfecting prompts suited to specific business situations by understanding context, user intent, and what makes a prompt great.
Learn how to smoothly incorporate prompt engineering solutions into your existing business workflows, including pinpointing the right processes, integrating with your current software, and keeping data privacy and security in check.
Become proficient in advanced techniques and best practices in prompt engineering, like making use of APIs, customizing language models, and collaborating with your teammates across different departments.
Keep up with the latest developments in prompt engineering and be ready to adapt to changing business needs and trends, ensuring that you stay relevant and continue to grow in the dynamic business world.
Data Science & Big Data Overview: Tools, Tech & Modern Roles in the Data Driven Enterprise (TTDS6000)
The Data Science & Big Data Overview | Tools, Tech …
What you'll learn
<b>Foundations: </b>Grids & Virtualization; SOA, ESB / EMB, The Cloud
<b>The Hadoop Ecosystem:</b> HDFS; Resource Navigators, MapReduce, Spark, Distributions
Big Data, NOSQL, and ETL
<b>ETL:</b> Exchange, Transform, Load
Handling Data & a Survey of Useful tools
Enterprise Integration Patterns and Message Busses
Artificial Intelligence and Business Systems
Who’s on the Team? Evolving Roles and Functions in Data Science
Growing your Infrastructure
Generative AI for Decision Makers and Architects: A Practical Approach for Decision Makers and Architects (TTAI2102)
Welcome to the exciting world of Generative AI – we’ll …
What you'll learn
Gain a solid understanding of Generative AI, its evolution, and its role in shaping innovative business solutions, positioning you to effectively drive AI initiatives in your organization.
Acquire the ability to identify potential Generative AI use cases in your industry and evaluate their feasibility and value, empowering you to make informed decisions that can enhance business operations.
Learn how to manage the lifecycle of an AI project efficiently, equipping you with the knowledge to guide projects from inception to successful deployment, with continuous monitoring and improvement.
Develop an understanding of AI and data security best practices, along with the crucial role of data in Generative AI, fostering your ability to safeguard your AI systems effectively.
Stay ahead of the curve by gaining insights into the upcoming trends and technologies in Generative AI, enabling you to maintain a competitive edge in your organization in this rapidly evolving field.
Privacy and Security in AI
This course explores the critical aspects and security within the …
What you'll learn
Understand the privacy implications and risks associated with AI technologies
Discover the different security stances by users, hobbyists, professionals, and organizations
Explore how AI providers use personal data and secure it
Investigate data leaks within AI modems
Learn about the regulatory and ethical frameworks governing data privacy in AI
Develop skills in threat modeling and secure development practices for AI systems
Analyze real-time examples of vulnerabilities and security pitfalls
Ethics and AI
This course explores the ethical considerations and implications of artificial …
What you'll learn
Understand the ethical principles and frameworks relevant to AI
Analyze the impact of AI on privacy, security, and individual rights
Evaluate the ethical implications of AI in decision-making processes
Discuss the role of bias and fairness in AI systems
Examine case studies to understand the real-world ethical challenges in AI deployment
Explore how some are taking on the issue of toothless ethicists in big tech
Identify the cause of egregious content
Discover bad actors, their methods, and impacts
Graphic Design with AI
This course explores the crossroads of graphic design and artificial …
What you'll learn
Understand the role and impact of AI in the field of graphic design
Learn about Nightshade and Glazing projects
Explore how image generation models work
Discover different opinions and ethical stances regarding AI content generation
Get a hands on look on setting up and training your own AI image model
Explore techniques for manual and AI generated in-painting to edit outputs
Computer Vision: How AI Processes Images
This course looks into field of computer vision, focusing on …
What you'll learn
Understand the fundamental concepts of computer vision and image processing
Learn how AI models and algorithms are applied to analyze and interpret visual data
Gain practical insight into developing computer vision applications using frameworks like OpenCV and TensorFlow
Explore advanced topics such as object detection, facial recognition, and image segmentation
Analyze the ethical implications associated with computer vision technologies being intertwined with government
Introduction to AI (Intermediate)
This course dives deeper into the concepts and techniques of …
What you'll learn
Get hands-on experience with gathering training data
Explore AI-driven decision-making processes and the complex math behind each choice
Evaluate robust safety measures and advanced jailbreaking practices
Discover more uses for front end, API connections, and third-party augmentation
Learn daily uses for AI applications for personal and professional development
Introduction to AI (Beginner)
This course provides a comprehensive overview of the fundamental concepts …
What you'll learn
Understand the history and current state of the industry
Develop the ability to engineer prompts properly and navigate GPT and Claude
Explore how different AI models are built and work in their most basic form
Analyze the ethical implications and legal complexities of AI technologies and potential problems looking forward
Discuss where AI may be heading in the future
Machine Learning Fundamentals
Machine Learning Fundamentals offers an in-depth exploration of machine learning, …
What you'll learn
Understand the key algorithms used in machine learning and their applications.
Differentiate between supervised, unsupervised, and reinforcement learning.
Explore different machine learning techniques in live demos.
Apply statistical methods to analyze and interpret data in the context of machine learning.
Evaluate machine learning models and understand the principles of performance metrics.
