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Generative AI Fundamentals

A practical and beginner-friendly introduction to AI for working professionals

*There are only a limited number of slots available. Only selected participants will receive the official invitation via WhatsApp.

Registration is Closed

Overview:

This workshop is designed to provide participants with a comprehensive understanding of generative AI, including its models, applications, use cases, and future trends. Participants will gain practical insights and hands-on experience in using pre-built generative AI models.

Through this workshop, managers will have the opportunity to work with pre-built generative AI models, gaining practical experience in leveraging these powerful tools. Through interactive sessions and practical exercises, participants will explore real-world examples and understand how generative AI can automate tasks, generate creative content, and facilitate decision-making processes. They will discover the potential of generative AI to streamline workflows, optimize resource allocation, and improve efficiency across various domains.

By the end of the workshop, participants will be equipped with the knowledge and skills to effectively integrate generative AI into their managerial practices, leveraging its capabilities to drive innovation, enhance productivity, and transform their organizations

Course Syllabus

  • Brief history and evolution of AI
  • Difference between discriminative and generative models
  • Overview of generative models (GANs, VAEs, Transformers)
  • Content generation (text, images, video, music)
  • Data augmentation and synthesis
  • Personalized content and recommendations
  • Automation and optimization (process automation, scheduling, routing)
  • Simulation and modeling (risk analysis, scenario planning)
  • Share success stories from various industries
  • Discuss challenges faced and solutions implemented
  • Highlight the benefits and ROI
  • Highlight upcoming advancements in generative AI
  • Discuss the potential impact on the job market and workforce
  • Explore cross-industry collaboration opportunities
  • Internal AI Team Formation vs. External Vendor Partnership
  • Strategies for AI Integration into Existing Workflows and Systems
  • Change Management and Employee Upskilling Approaches
  • Upcoming Advancements in Generative AI
  • Potential Impact on Job Market and Workforce
  • Opportunities for Cross-industry Collaboration
  • Provide tutorial for participants to complete a simple task using generative AI
  • Encourage participants to identify and explore potential generative AI use cases within their respective field
  • Summarize key takeaways from the workshop
  • Encourage participants to ask questions and engage in discussion
  • Share resources for further learning and exploration of generative AI

Workshop Receivables

  • Understand the basics of generative AI
  • Learn about the application of generative AI in various industries
  • Understand the ethical legal considerations of using generative AI
  • Learn how to implement generative AI in the workplace to increase productivity
  • The workshop will provide participants with solid understanding of AI
  • Participants will learn about the applications of generative AI and its potential use cases in their industries
  • Participants will gain hands-on experience with pre-built generative AI models
  • The workshop will help participants develop problem solving skills by identifying specific challenges that can be addressed using generative AI solutions
  • By the end of this workshop, participants will be well-equipped to implement generative AI solutions in their respective fields. 

YOUR INSTRUCTORS

Nayoko Wicaksono

CEO at Algoritma

Nayoko Wicaksono is the Co-Founder and CEO of Algoritma Data Science School. Algoritma specializes in equipping students with practical data science skills through hands-on experience with real-world data. Additionally, they offer training to companies seeking to develop in-house data science capabilities. Prior to founding Algoritma, Nayoko served as a Venture Partner at Plug and Play Indonesia, and as the Accelerator Director for the Plug and Play Tech Center. He earned a Bachelor of Arts degree in Economics & Commerce from the University of British Columbia.

With extensive experience as a data strategy facilitator, leadership coach, and ecosystem builder & enabler in South East Asia, Nayoko is dedicated to empowering individuals and organizations to reach their full potential. He utilizes data-driven strategies and cutting-edge approaches to help leaders and teams navigate complex challenges and capitalize on new opportunities. Whether you’re seeking to enhance your leadership skills, develop effective data strategies, or cultivate thriving ecosystems, Nayoko has the expertise to guide you on your journey.

RUNDOWN

ScheduleContent
13:00 – 13:05Opening
13:05 – 15:05Keynote Session I
15:05 – 15:15QnA Session
15.15 – 15.20Algoritma Introduction
15.20 – 15.35Coffee Break
15.35 – 16.15Keynote Session II + Hands-on Activity
16.15 – 16.25Q&A Session
16.25 – 16.30Closing
16.30 – 17.00Networking Session