Name: Data for AI: Do You Trust in Data for AI?
Start: 2023-11-06T16:30:00Z
End: 2023-11-06T16:30:26.000Z
Location: BrightTALK
Rating: 5

Integrationworx specializes in all things related to data. We are Systems Integrators that solve challenges with data integration, master data management, analytics and data engineering. We develop custom data integration and data management solutions for cloud-based, on-premise and hybrid environments across a wide range of business problems and industries.

Live Q&A with:
- Seth Earley, Founder and CEO, Earley Information Science
- Lana Zhang, Sr. AI Services Solutions Architect, Amazon Web Services
- Gopal Krishna Bhatia, Sr. Partner Solutions Architect, Data & AI Specialist, Amazon Web Services
- Claudio Sousa, Managing Partner, Integrationworx
- Hunter Carlisle, Senior AI/ML Solutions Architect, Amazon Web Services
- Shibu Nair, Principal SA, Amazon Web Services
- Carlos Carrero, Architect AI/ML, System Integrators, Global, Snowflake

Question and Answer

Generative AI is getting a lot of attention, headlines, and hype these days.  Every AI business is pivoting to generative AI. Organizations are beginning to use it for customer support and to unlock the potential of vast troves of unstructured data stored in systems that house knowledge assets

However, this emerging technology does not come with language models that reflect your organization’s specific lexicon, terminology, and vocabularies that describe content in a consistent and meaningful way.  

Another challenge is that generative AI is not a retrieval mechanism that finds accurate, curated content. It creates new content based on patterns within the data. If it does not come up with an answer it will “hallucinate,” that is, make up an answer.   
 
The success of generative AI largely depends on the effective management of the vast knowledge it can access and use effectively. In this webinar, we will explore the critical role of knowledge management in unlocking the full potential of generative AI. 

We will begin by providing an overview of the fundamental concepts and advances in generative AI, followed by an in-depth examination of the importance of knowledge management in the development, implementation, and ongoing improvement of these systems. 

We’ll discuss knowledge management approaches for organizing and retrieving information, and how retrieval fits in with content generation as well as the challenges and opportunities knowledge management presents for the enterprise.  

Attendees will leave with practical takeaways for knowledge management strategies and practices that can support generative AI. Participants will learn how to optimize the performance of generative AI models by ensuring the appropriate handling of information and the integration of domain-specific expertise and specialized language models fine-tuned for each industry, organization, and process.

AI for Business: Unlocking the Power of Generative AI

The first section of this session will review the different building blocks to develop custom LLM-powered apps. It will provide a tutorial to build an LLM-powered chatbot running on your data with Streamlit. The second section will show and demo how to use Snowpark Container Services to bring Large Language Models into your data. We will see how to run the Llama v2 model within Snowflake Data Cloud and use it to summarize support transcripts.

AI for Technical: Unleashing the Power of Large Language Models with Snowflake

This L100  training provides a general introduction into GenAI as a technology, a run through of AWS GenAI services and an understanding of how these services can be applied to solve specific customer problems.

AI for Business: Introduction to Generative AI

Companies in various sectors, including Social Media, e-commerce, gaming, and Media, are increasingly leveraging user-generated content to enhance engagement. Nevertheless, maintaining content that aligns with a company's policies and promotes a secure online community poses an escalating challenge. The introduction of AI-generated content (GenAI) adds a new dimension to this domain. In this session, we will present an AWS AI solution for content moderation with GenAI. The session will encompass both informative presentations and live demonstrations.

AI for Technical: AWS Content Moderation with GenAI

Digital transformation has become a broad, catch all term meaning anything from improving the customer experience to streamlining internal business processes and everything in between. Artificial Intelligence has also become a broad and ambiguous concept meaning everything from chatbots to self-driving cars. Now put those two concepts together and you end up with jargon soup, wasted resources, confusion, and failed initiatives. The industry is full of hype and confusion, buzzwords and bs, unrealistic expectations and some high visibility failures.   

Whenever a significant technology change comes about, it’s difficult to not get caught up in the confusion and end up on costly paths without business value due to the fear of missing the next big thing and losing out to the competition  

In this session we will hear from award winning author and popular conference speaker Seth Earley who will provide practical guidelines for getting real business value from Artificial Intelligence programs and projects and discuss what needs to be in place to be successful (hint: it’s not the technology).  

Attendees will leave with a buzzword free understanding of:  
- The necessary business decisions when considering these tools. 
- Cultural issues and how to address them. 
- How to approach processes to maximize business value

Keynote: The Journey to AI Powered Transformation

Data and AI Virtual Summit

Data quality is foundational to success with AI. Most organizations venture into AI without assessing and investing in data quality leading to failed AI initiatives. How do you assess and improve data quality to ensure success with your AI applications? What tools and platforms are available for you to use and apply?

Data for AI: Do You Trust in Data for AI?

Generative AI

GenAI

Artificial Intelligence

Data Management

Data Quality

Machine Learning

Data Analysis

AI Models

The digital content marketing community on BrightTALK is made up of thousands of marketers using rich media and thought leadership content to drive engagement. Join to learn best practices for digital content creation and distribution and explore how content engagement can help you connect with your existing and prospective customers and drive revenue.

Content Marketing

Get powerful e-commerce insights to grow your online transaction volume. Connect with thought leaders and colleagues to get the most up-to-date knowledge on the e-commerce strategies and techniques that drive growth.

E-commerce

The marketing community on BrightTALK is made up of thousands of engaged marketing professionals. Find relevant webinars and videos on marketing strategy, branding and more presented by recognized thought leaders. Join the conversation by participating in live webinars and round table discussions.

Marketing

Are you an IT service management professional interested in developing your knowledge and improving your job performance? Join the IT service management community to access the latest updates from industry experts. Learn and share insights related to IT service management (ITSM) including topics such as the service desk, service catalog, problem and incident management, ITIL v4 and more. Engage with industry experts on current best practices and participate in active discussions that address the needs and challenges of the ITSM community.

IT Service Management

Cloud computing has exploded over the past few years, delivering a previously unimagined level of workplace mobility and flexibility. The cloud computing community on BrightTALK is made up of thousands of engaged professionals learning from the latest cloud computing research and resources. Join the community to expand your cloud computing knowledge and have your questions answered in live sessions with industry experts and vendor representatives.

Cloud Computing

The IT security community on BrightTALK is composed of more than 200,000 IT security professionals trading relevant information on software assurance, network security and mobile security. Join the conversation by watching on-demand and live information security webinars and asking questions of experts and industry leaders.

IT Security

Increasing expectations for good governance, effective risk management and complex demands for corporate compliance are presenting a growing challenge for organizations of all sizes. Join industry thought leaders as they provide you with practical advice on how to implement successful risk and compliance management strategies across your organization. Browse risk management resources in the form of interactive webinars and videos and ask questions of expert GRC professionals.

IT Governance, Risk and Compliance

The application development community features top thought leadership focusing on optimal practices in software development, SDLC methodology, mobile app development and application development platforms and tools. Join top software engineers and coders as they cover emerging trends in everything from enterprise app development to developing for mobile platforms such as Android and iOS.

Application Development

Enterprise applications have become a crucial piece of infrastructure for many businesses. The enterprise applications community on BrightTALK features the latest insights in enterprise application integration, enterprise application architecture and EAS software. Join the community to gain access to thousands of videos and webinars presented by recognized enterprise information systems experts and arm yourself with the knowledge you need to succeed.

Enterprise Applications

Practicing business intelligence allows your company to transform raw data into sets of insights for targeted business growth. The business intelligence and analytics community on BrightTALK is made up of thousands of data scientists, database administrators, business analysts and other data professionals. Find relevant webinars and videos on business analytics, business intelligence, data analysis and more presented by recognized thought leaders. Join the conversation by participating in live webinars and round table discussions.

Business Intelligence and Analytics

Join thousands of engaged IT professionals in the application management community on BrightTALK. Interact with your peers in relevant webinars and videos on the latest trends and best practices for application lifecycle management, application performance management and application development.

Application Management

The IT project management community on BrightTALK includes thousands of IT project and portfolio management professionals. Find relevant webinars and videos on agile methodologies, scrum strategy, project management processes and more. Attend live webinars or view on demand content presented by recognized thought leaders in the IT project management industry.

IT Project Management

Welcome to the big data and data management community on BrightTALK. Join thousands of data quality engineers, data scientists, database administrators and other professionals to find more information about the hottest topics affecting your data. Subscribe now to learn about efficiently storing, optimizing a complex infrastructure, developing governing policies, ensuring data quality and analyzing data to make better informed decisions. Join the conversation by watching live and on-demand webinars and take the opportunity to interact with top experts and thought leaders in the field.

Big Data and Data Management

Get powerful marketing data and analytics insights from influential experts. Connect with thought leaders and colleagues to get the most up-to-date knowledge on the analytics that quantify your investments.

Data and Analytics

As an IT professional, many of the problems you face are multifaceted, complex and don’t lend themselves to simple solutions. The information technology community features useful and free information technology resources. Join to browse thousands of videos and webinars on ITIL best practices, IT security strategy and more presented by leading CTOs, CIOs and other technology experts.

Information Technology

Get powerful manufacturing insights from influential experts. Connect with thought leaders and colleagues to get the most up-to-date knowledge on strategies and techniques to accelerate production cycles while increasing efficiencies and improving profitability.

Manufacturing

The research and development community on BrightTALK brings together leading professionals in healthcare, technology and manufacturing to present on current topics in their fields. From big data in healthcare to online forensics training and medical research practices, the community is an exceptional resource for those looking to expand their knowledge. Be part of the conversation by joining the community and participating in interactive live webinars.

Research and Development

Join this new, vibrant community to learn and connect with top thought leaders, startups and banks who are disrupting the financial services industry. Keep up with the latest news and trends in Fintech and take part in lively debates on topical issues and challenges.

Fintech

The accounting and finance community on BrightTALK features presentations from leading accountants and finance professionals. The accounting community includes tax planning strategies, QuickBooks webinars and other accounting webinars, while the finance community features presentations on financial capital regulations and forensic data analytics. Join the conversation by attending live financial and accounting presentations and connecting with industry thought leaders.

Finance

Get powerful operations insights for your business. Connect with experts and colleagues to get the most up-to-date knowledge on which systems and processes are driving operational efficiency, maximizing value and customer success.

Operations

In the business management community, commercial experts will be sharing webinars and videos on an array of subjects. From sales and marketing, to finance, productivity and growth, this content will help you stay up-to-date with the current economic environment and provide timely management insight to drive business growth.

Data for AI: Do You Trust in Data for AI?

Presented by

About this talk

Integrationworx