FaithTech Tampa: Blockchain + AI (BEAQ Stack)

A presentation on combing blockchain, artificial intelligence (AI), extended reality (XR) and hybrid quantum computing into a single software architecture stack.

Primary focus is a deep dive understanding on Blockchain and AI, and how they can be combined into new software applications.

About this event:

Welcome to FaithTech Tampa: AI + Blockchain (BA) Talk Night! Join us for an exciting evening where tech enthusiasts, entrepreneurs, and innovators come together to pitch their ideas. This event is all about showcasing creativity, collaboration, and faith in technology. Whether you're a seasoned pro or just starting out, this is the perfect opportunity to network, learn, and be inspired. Don't miss out on this chance to connect with like-minded individuals and see some groundbreaking ideas take shape. Mark your calendar and get ready to be part of something special!

FOR THE FIRST TIME EVER IN PUBLIC, our speaker will presenting on "Combining Blockchain, Extended Reality, Artificial Intelligence & Quantum Computing or BEAQ Stack Applications!"

This is an event you won't want to miss!

This speech will be follow by our FIRST EVER FaithTech Tampa Lab and beginning on helping dreamCatchers Initiative (https://www.chamberlainlegacy.com/)!

The event will be at:

Embarc Collective,

802 E Whiting St, Tampa, FL 33602

https://embarccollective.com/

In corporation with Meet Me In The Metaverse (https://www.meetup.com/meet-me-in-the-metaverse/), BEAQ Meetup Group (https://www.meetup.com/beaq-blockchain-extended-reality-ai-quantum-apps-meetup/), as well as Practical Quantum Computing Meetup!

About BEAQ Meetup Group:

Mission: To foster a collaborative community of developers, researchers, and enthusiasts dedicated to pushing the boundaries of technology by creating innovative applications that leverage the power of Blockchain, Extended Reality (XR), Artificial Intelligence (AI) and Quantum Computing (QC).

Focus:

BEAQ App Development: Explore the intersection of these technologies to build groundbreaking applications with real-world impact.

Knowledge Sharing: Provide a platform for sharing insights, best practices, and learning from experts in each field.

Community Building: Foster a supportive and inclusive environment for collaboration and networking.

Research and Development: Encourage experimentation and innovation in BEAQ technologies.

Activities:

Regular Meetups: Organize in-person or virtual gatherings featuring talks, workshops, and hackathons.

Online Forums: Create a dedicated online community for discussion, Q&A, and resource sharing.

Mentorship Program: Pair experienced developers with those new to BEAQ technologies.

Collaboration Projects: Facilitate joint development efforts on BEAQ-based applications.

Target Audience:

Developers with experience in blockchain, XR, AI, or QC.

Students and researchers interested in these fields.

Entrepreneurs and business leaders seeking to explore BEAQ applications.

Technology enthusiasts passionate about the future of computing.

By joining the BEAQ Pioneers, you'll have the opportunity to contribute to the forefront of technological advancement, connect with like-minded individuals, and be part of a vibrant community driving the future of BEAQ applications.

https://www.eventbrite.com/e/faithtech-tampa-ai-blockchain-ba-talk-tickets-1001618185957?aff=oddtdtcreator

Transcript

1. FAITHTECH: BLOCKCHAIN ARTIFICIAL INTELLIGENCE +
2. TODAY’S AGENDA: • INTRO & FOUR EMERGING TECHNOLOGIES • QUICK OVERVIEW WEB AND MOBILE APP DEVELOPMENT • DEEP DIVE BLOCKCHAIN • DEEP DIVE AI
3. OUR METHODOLOGY TODAY
4. ALBERT EINSTEIN “If you can't explain it to a six-year-old, you don't understand it yourself.”
5. RICHARD FEYNMAN “I think I can safely say that nobody understands quantum mechanics.”
6. MICKEY MOUSE “Laughter is timeless, imagination has no age, and dreams are forever.
7. EVERYONE CONSIDERED IT IMPOSSIBLE! WALT DISNEY “It’s kind of fun to do the impossible.”
8. MY BACKGROUND • MIT Applied Data Science & Artificial Intelligence (AI) • Alchemy & Whiteboard Crypto Blockchain Scholar • Tampa Bay Film Scholar • Built First Metaverse For Both Global Entrepreneurship Week with State of Florida 2022 & Startup Bus Florida 2022 • MIT Tech Review & USF Customer Experience MBA Advisor • Google BEAQ Startup & Google Beta Tester • Consulted 800+ Companies (Record ROI 100 Mill from $9k) • Founder of BEAQ, Practical Quantum Computing, Meet-Me- In-The-Metaverse, Wordpress Tampa Bay Emerging Tech Lead and Marketing Lead for FaithTech Tampa
9. WHAT CAUSED ME TO BEGIN RESEARCHING BLOCKCHAIN & AI?
10. I WAS TRYING TO SOLVE A PROBLEM:
11. HOW DO YOU PREDICT THE FUTURE OF ANY BUSINESS?
12. Prediction Business Data Gen AI Data Security Data Privacy Blockchain Boring Charts 3D Modeling XR Best Optimization Global Min Quantum
13. I ALSO FOUND OUT WHILE I WAS INJURED:
14. HOW TO SOLVE ORTHOPEDIC PROBLEMS & INFECTION MEDICAL TESTING?
15. Robotics Therapies AI Robot Security Data Privacy Blockchain Boring Charts 3D Modeling XR Drug Testing Global Min Quantum
16. TODAY’S TALK 4 EMERGING TECHNOLOGIES
17. Blockchain About Tech Here New York City About City Here London About City Here Blockchain Both a distributed encrypted database and computer network. Blockchain is a digital ledger or database that records transactions in a way that makes them difficult to alter or hack. It's often associated with cryptocurrencies like Bitcoin, but it has a wider range of potential applications. Extended Reality About Tech Here Artificial Intelligence ( About Tech Here
18. Extended Reality About Tech Here London About City Here Paris About City Here Extended Reality Combining of virtual and real environments with UX/UI using computer technology. Extended Reality (XR) is an umbrella term that encompasses technologies that enhance or augment the real world with digital elements. It includes: Virtual Reality (VR) Augmented Reality (AR) Mixed Reality (MR) Artificial Intelligence (AI) About Tech Here Quantum Computing About Tech Here
19. Artificial Intelligence (AI) About Tech Here Paris About City Here Artificial Intelligence Predicting the future with large amounts of data & calculus with statistics. Artificial intelligence (AI) is a branch of computer science that aims to create intelligent agents, which are systems that can reason, learn, and act autonomously. In simpler terms, AI is the development of computer systems that can perform tasks that typically require human intelligence. Quantum Computing About Tech Here Blockchain About Tech Here
20. Quantum Computing About Tech Here Quantum Computing Using atoms (the smallest parts of matter) to do calculations VS electrical circuits. Quantum computing is a revolutionary field that harnesses the principles of quantum mechanics to perform calculations exponentially faster than classical computers. Unlike classical computers, which use bits (0 or 1) to represent information, quantum computers use qubits. Qubits can exist in multiple states simultaneously, a phenomenon known as superposition. Blockchain About Tech Here Extended Rea About Tech Here
21. BEAQ Stack W H A T Y O U R S O F T W A R E A R C H I T E C T U R E M I G H T L O O K L I K E ? C O M B I N I N G : B L O C K C H A I N , E X T E N D R E A L I T Y , A R T I F I C I A L I N T E L L I G E N C E & H Y B R I D Q U A N T U M C O M P U T I N G
22. BEAQ STACK A software architecture design pattern for combining blockchain, extended reality, artificial intelligence and hybrid quantum computers into real world web, mobile and desktop applications.
23. R E A C T ( E X P L O R E D I N M O R E D E T A I L N E X T P A G E ) BEAQ STACK O V E R V I E W P Y T H O N , N O D E J S , O R P H P F R O N T E N D B A C K E N D P Y T H O N N O T E B O O K P Y T H O N N O T E B O O K S O L I D I T Y O R O T H E R C H A I N Q U A N T U M M O D E L A I M O D E L P O S T G R E S Q L O R O T H E R S Q L O N C H A I N D A T A B A S E O F F C H A I N D A T A B A S E A P I A P I A P I A P I A P I
24. R E A C T T H R E E F I B E R - 3 D W E B I N T E R F A C E S BEAQ STACK F R O N T E N D F R O N T E N D A F R A M E - V R R E A C T I M P O R T C A M E R A - A R
25. BAE STACK A software architecture design pattern for combining blockchain, artificial intelligence and extended reality into real world web, mobile and desktop applications.
26. R E A C T ( E X P L O R E D I N M O R E D E T A I L N E X T P A G E ) BAE STACK O V E R V I E W P Y T H O N , N O D E J S , O R P H P F R O N T E N D B A C K E N D P Y T H O N N O T E B O O K S O L I D I T Y O R O T H E R C H A I N A I M O D E L P O S T G R E S Q L O R O T H E R S Q L O N C H A I N D A T A B A S E O F F C H A I N D A T A B A S E A P I A P I A P I A P I
27. R E A C T T H R E E F I B E R - 3 D W E B I N T E R F A C E S BAE STACK F R O N T E N D F R O N T E N D A F R A M E - V R R E A C T I M P O R T C A M E R A - A R
28. BA STACK A software architecture design pattern for combining blockchain and artificial intelligence into real world web, mobile and desktop applications.
29. J U S T R E A C T BA STACK O V E R V I E W P Y T H O N , N O D E J S , O R P H P F R O N T E N D B A C K E N D P Y T H O N N O T E B O O K S O L I D I T Y O R O T H E R C H A I N A I M O D E L P O S T G R E S Q L O R O T H E R S Q L O N C H A I N D A T A B A S E O F F C H A I N D A T A B A S E A P I A P I A P I A P I
30. HOW DOES A WEB APP OR MOBILE APP WORK Imagine a web app as a digital restaurant. You, the user, are the customer. When you visit a restaurant's website, you're essentially placing an order.
31. WHAT IS A FRONTEND The frontend of a website or web application is the part that users directly interact with. It's the visible interface that includes everything from the layout, design, and colors to the buttons, menus, and animations.
32. WHAT IS A BACKEND The backend of a web application is the part you can't see. It's the "engine room" behind the scenes that handles the logic, data storage, and server-side operations.
33. WHAT IS AN API An API (Application Programming Interface) is like a messenger that allows different software applications to communicate with each other. It's a set of rules or protocols that define how these applications can exchange data, features, and functionality.
34. HOW DOES A WEB APP OR MOBILE APP WORK?
35. API BACKEND FRONTEND
36. HOW WHAT DO THE DIFFERENT PROGRAMMING LANGUAGES DO?
37. LET’S PRETEND THAT WE’RE BUILDING A HOUSE
38. HTML About Language Here New York City About City Here Javascript About Language H HTML HTML stands for HyperText Markup Language. It's the standard markup language used to create and structure web pages. Think of it as the building blocks of a webpage. CSS About Language Here Javascript About Language H
39. New York City About City Here London About City Here Paris About City Here CSS CSS stands for Cascading Style Sheets. It's a style sheet language used to describe the presentation of a document written in a markup language like HTML. CSS About Language Here Javascript About Language Here
40. London About City Here Paris About City Here Rome About City Here JAVASCRIPT JavaScript is a programming language that adds interactivity to web pages. It's used to create dynamic elements like animations, interactive forms, and real-time updates on web pages. Javascript About Language Here Python About Language Here SQL About Language H
41. Paris About City Here Rome About City Here HTML About Language H PYTHON Python is a high-level, general- purpose programming language known for its simplicity, readability, and versatility. It's widely used in various fields, including web development, data science, scientific computing, artificial intelligence, and automation. HTML About Language H Python About Language Here SQL About Language Here
42. Rome About City Here New York Cit About City Here SQL SQL stands for Structured Query Language. It's a language designed specifically for interacting with relational databases. SQL allows you to retrieve, manipulate, and manage data stored in tables. HTML About Language Here CSS About Language He SQL About Language Here
43. WHAT IS A DATABASE A place the remembers your data for your web app or mobile app.
44. THINK AN EXCEL SPREADSHEET Primary Key Metric Measurement Target Actual 1 Audience attendance # of attendees 150 120 2 Engagement duration Minutes 60 75 3 Q&A interaction # of questions 10 15 4 Positive feedback Percentage (%) 90 95 5 Rate of information retention Percentage (%) 80 85 A computer database is an organized collection of data that is stored electronically. It's like a digital filing cabinet, where information is stored, retrieved, and managed efficiently.
45. WHAT IS REACT? React is a popular JavaScript library used for building user interfaces. It's particularly well- suited for creating dynamic web applications with complex interactions and data-driven components.
46. WHAT IS FLASK? Flask is a lightweight, flexible, and extensible web framework written in Python. It's designed to make it easy to build web applications quickly and efficiently.
47. WHAT IS A CONTENT MANAGEMENT SYSTEM (CMS)? A software application that helps you create, manage, and modify content on a website without the need for technical knowledge. Think of it as a digital toolbox for building and maintaining your online presence.
48. WHAT IS WORDPRESS? WordPress is a popular content management system (CMS) that makes it easy to create and manage websites. It's like a powerful tool that helps you build a website without needing to know a lot about coding.
49. WordPress Themes & WordPress Plugins • Extended Reality Applications • AI Generated Websites Or Metaverses • Quantum Applications • AI Prediction Applications • Blockchain Applications
50. WHAT IS AUTHENTICATION? The process of verifying that someone or something is who or what they claim to be. In simpler terms, it's about confirming your identity.
51. WHAT IS CYBER SECURITY? The practice of protecting computer systems, networks, and data from unauthorized access or criminal use. In simpler terms, it's the art of keeping digital information safe.
52. WHAT IS ENCRYPTION? The process of transforming information in a way that, ideally, only authorized parties can decode. It's like scrambling a message so that only the intended recipient can understand it.
53. WHAT IS HASHING? A mathematical function that takes an input (often referred to as the "message") and produces a fixed-size output (known as the "hash value" or "digest"). The key characteristic of hashing is that it's virtually impossible to reverse the process, meaning you can't determine the original message from the hash value.
54. WHAT IS WEB HOSTING? A service that provides storage and access to your website on the internet. Think of it as renting space on a computer connected to the internet. When someone types your website's address into their browser, the server hosting your website sends the files needed to display it.
55. MAPS OF COMPUTER NETWORKS THAT CONTROL THE WORLD The Internet
56. MAP OF THE INTERNET SUBMARINE CABLE MAP
57. MAPS OF COMPUTER NETWORKS THAT CONTROL THE WORLD The Cloud
58. MAP OF THE Cloud Google Cloud (GCP)
59. MAP OF THE Cloud Amazon Cloud (AWS)
60. MAP OF THE Cloud Microsoft Cloud (Azure Cloud)
61. MAPS OF COMPUTER NETWORKS THAT CONTROL THE WORLD TOR Network
62. MAP OF DARKWEB TOR Network Traffic Tracker
63. MAP OF DARKWEB TOR Network Research From 2018
64. BLOCKCHAIN Both a distributed encrypted database and computer network.
65. WHAT IS BLOCKCHAIN? Databases Computer Networking Cyber Security Cloud Computing Big Data Blockchain
66. MAPS OF COMPUTER NETWORKS THAT CONTROL THE WORLD Bitcoin Nodes
67. MAP OF BITCOIN Bitcoin Node Tracker
68. MAPS OF COMPUTER NETWORKS THAT CONTROL THE WORLD Ethereum Nodes
69. 0 2000 1500 1000 500 MAP OF Ethereum Ethereum Node Tracker
70. MAPS OF COMPUTER NETWORKS THAT CONTROL THE WORLD IPFS Nodes
71. MAP OF IPFS IPFS Node Tracker From 2023
72. MAPS OF COMPUTER NETWORKS THAT CONTROL THE WORLD Metaverse
73. MAP OF Metaverse The Sandbox Network
74. MAP OF Metaverse Metaverse Applications Chart
75. WHAT DOES DECENTRALIZE NETWORK MEAN?
76. CURRENT WEB WEB3 CENTRALIZED DECENTRALIZED DISTRIBUTED CLOUD COMPUTING ON-PREMISES BLOCKCHAIN OR PEER TO PEER What does decentralize network mean?
77. WHERE DOES WEB2 END & WEB3 BEGIN When the computer network begins using consensus model to form a general agreement of the data on computers in the network.
78. WHERE DOES WEB2 END & WEB3? Physical Layer Data Link Layer Network Layer Transportation Layer Consensus Layer Application Layer CURRENT WEB Physical Layer Data Link Layer Network Layer Transportation Layer Consensus Layer Application Layer BLOCKCHAIN Networking Layers
79. WHERE DOES CLOUD END & BLOCKCHAIN BEGIN? When the computer network uses all the computers in the network for storage and validation of data, which creates on large unchanging memory or big brain from all the computers.
80. WHERE DOES CLOUD END & BLOCKCHAIN BEGIN?
81. WHERE DOES CLOUD END & BLOCKCHAIN BEGIN?
82. CREATE A BLOCKCHAIN FROM SCRATCH
83. MINING OUR BLOCKCHAIN FROM SCRATCH
84. CREATING A CRYPTO CURRENCY FROM SCRATCH
85. CREATING A SMART CONTRACT & WALLET FROM SCRATCH
86. BLOCKCHAIN SUFFERS FROM 2 PROBLEMS: SCALABILITY & COST HOW DO YOU BEAT THAT? SOLUTION: ADD BLOCKCHAIN NETWORKS ON TOP OF EACH OTHER. Web3 Networking Layers
87. WEB3 NETWORKING LAYERS LAYER #1 LAYER #2 LAYER #3 HOW DOES BLOCKCHAIN BECOMES MORE SCALABLE AND LOWERS THE COST OF STORING DATA? Web3 Networking Layers Providing The Foundational Framework. Enhances Scalability and Adds Features. Hosts Real-World Applications and Executes Tasks. Layer #1: Layer #2: Layer #3:
88. 4 Types of Blockchains Public (permissionless) Consortium Private (permissioned) Hybrid INDEPENDENCE TRANSPARENCY TRUST ACCESS CONTROL SCALABILITY SECURITY ACCESS CONTROL PREFORMANCE ACCESS CONTROL PERFORMANCE SCALABILITY
89. Blockchain SWOT
90. WEAKNESSES Scalability Complexity Energy Consumption Regulatory Uncertainty User Experience S W 0 T STRENGTHS Security Transparency Immutability Trust Efficiency THREATS Security Vulnerabilities Competition Regulatory Challenges Scalability Limitations User Adoption. OPPORTUNITIES Decentralized Applications (DApps) Supply Chain Management Identity Management Financial Services Internet of Things (IoT) BLOCKCHAIN
91. ARTIFICIAL INTELLIGENCE Predicting the future with large amounts of data & calculus with statistics
92. WHAT IS ARTIFICIAL INTELLIGENCE? Statistics Artificial Intelligence Data Science Big Data Gen AI Deep Learning Machine Learning Data Science
93. AI SWOT
94. WEAKNESSES Cost Bias Privacy Concerns Ethical Considerations Technical Challenges S W 0 T STRENGTHS Enhanced User Experience Improved Efficiency Data-Driven Insights Problem-Solving Accessibility THREATS Job Displacement Data Privacy Violations Ethical Dilemmas Technical Limitations Competition OPPORTUNITIES New Business Models Competitive Advantage Improved Customer Service Enhanced Decision-Making Increased Productivity ARTIFICIAL INTELLIGENCE
95. WHAT DOES “UNDER THE HOOD” LOOK LIKE FOR AI, MACHINE LEARNING, DEEP LEARNING & LLMS?
96. WHAT DOES THE CALCULUS AND STATISTICS FOR AI LOOK LIKE?
97. ALL AI PREDICT SOMETHING WE DO IT WITH COMPUTERS, CALCULUS AND STATISTICS IT BECOMES DATA SCIENCE & MACHINE LEARNING:
98. ALL AI PREDICT SOMETHING HERE IS A LINEAR REGRESSION. CAN YOU PREDICT THE NEXT DOT ON THE LINE? MAYBE HERE
99. ALL AI PREDICT SOMETHING HERE IS THE LINEAR REGRESSION GENERATED BY MACHINE LEARNING:
100. CREATE A REGRESSION MODEL - MACHINE LEARNING FROM SCRATCH
101. YOU PICK THE BEST MODEL (“AI”) FOR YOUR TYPES OF DATA! NOT ALL MODELS WORK WITH ALL KINDS OF DATA….
102. CREATE A CLUSTERING MODEL - MACHINE LEARNING FROM SCRATCH
103. WHERE DOES MACHINE LEARNING STOP & DEEP LEARNING (AI) BEGIN? Predicting the future by creating a copy of the human brain with software
104. WHERE DOES MACHINE LEARNING STOP & DEEP LEARNING (AI) BEGIN? THE HUMAN BRAIN IS MADE UP OF A SERIES OF CONNECTIONS OF NEURONS
105. MAP OF THE NEURAL NETWORK WHEN WE BUILD ARTIFICAL INTELLIGENCE, THEN WE COPY THE HUMAN BRAIN BY CONNECTING INDIVIDUAL COMPUTERS TOGETHER. EACH COMPUTER BECOMES A NEURON IN AI’S BRAIN.
106. CREATE A BASIC NEURAL NETWORK (ANN)
107. WHAT DOES THE MATH FOR AI LOOK LIKE?
108. WHAT DOES THE MATH FOR AI LOOK LIKE?
109. WHAT DOES THE MATH FOR AI LOOK LIKE?
110. WHAT DOES THE MATH FOR AI LOOK LIKE?
111. WHAT DOES THE MATH FOR AI LOOK LIKE?
112. WHAT DOES THE MATH FOR NEURAL NETWORK LOOK LIKE?
113. CREATE A BASIC NEURAL NETWORK (ANN)
114. CREATE A ENCODINGS WITH NEURAL NETWORKS EVERYTHING FOR AN AI TO WORK NEEDS TO BE ENCODED INTO A NUMBER FROM IMAGES TO LETTERS TO SOUNDS AND EVERYTHING IN BETWEEN.
115. CREATE A CONVOLUTIONAL NEURAL NETWORK (CNN) FROM SCRATCH Building An AI Model
116. Testing An AI Model Training An AI Model Using Practice Questions Using Test Questions
117. WHAT IS A LARGE LANGUAGE MODEL? (LLM)
118. WHAT IS A LARGE LANGUAGE MODEL? (LLM)
119. CAN YOU FILL IN THE BLANK? “THE BROWN FOX SEES A ______.”
120. CAN YOU FILL IN THE BLANK? “THE BROWN FOX SEES A RABBIT.”
121. BY FILLING IN THE BLANK, THEN YOU JUST PREDICTED THE NEXT WORD IN THE SENTENCE. THIS IS SIMILAR TO WHAT AN LLM AI MODEL DOES. “THE BROWN FOX SEES A RABBIT.”
122. START WITH A SPIDER CRAWL OF ALL THE CONTENT ON THE INTERNET AND ADD TO IT. GIVING THE AI A BASE KNOWLEDGE OF THE HUMAN LANGUAGE. HERE IS HOW THE AI DOES IT?
123. A SPIDER IS A PROGRAM THAT GOES THROUGH OUT THE ENTIRE INTERNET AND MAKES A COPY OF ALL THE CONTENT. WHAT IS A SPIDER?
124. WE BUILD A PREDICTION MODEL THAT LOOKS SOMETHING LIKE THIS BY LINKING COMPUTERS TOGETHER TO COPY THE HUMAN BRAIN.
125. LET’S TAKE FILLING IN THE BLANK AGAIN, BUT THIS TIME WILL LET THE LLM AI DO IT
126. WE FEED THE SENTENCE “THE BROWN FOX SEES A ______” INTO THE INPUT EMBEDDING.
127. COMPUTERS UNDERSTAND NUMBERS SO WE CHANGE THE WORDS AND PHRASES INTO NUMBERS
128. IS A PROCESS CALLED, “TOKENIZATION.” CHANGING WORDS & LANGUAGE INTO NUMBERS
129. THE NEXT STEP IS TO MAKE SURE ALL THE WORDS ARE IN ORDER, ALSO KNOWN AS POSITIONAL ENCODING.
130. THINK ABOUT IT THIS WAY, IF HAD THE WORDS: “THE BROWN SEES A FOX _____.” “THE BROWN FOX SEES A _____.” V.S. WE WOULD LIKE NOT FILL IN THE BLANK WITH “RABBIT.”
131. NEXT WE RUN IT THROUGH OUR NEURAL NETWORK WITH ENCODER AND DECODER.
132. A BASIC NEURAL NETWORK AGAIN LOOKS LIKE THIS WHEN WE BUILD ARTIFICAL INTELLIGENCE, THEN WE COPY THE HUMAN BRAIN BY CONNECTING INDIVIDUAL COMPUTERS TOGETHER. EACH COMPUTER BECOMES A NEURON IN AI’S BRAIN.
133. FINALLY, WE USE A COUPLE OF MATH EQUATIONS KNOWN AS “ACTIVATION FUNCTIONS.”
134. FINALLY, WE USE A COUPLE OF MATH EQUATIONS KNOWN AS “ACTIVATION FUNCTIONS.”
135. THESE MATH EQUATIONS HELP US TURN OUR NUMBERS INTO PROBABLITIES.
136. THESE PROBILITIES CAN OFTEN HELP US CHANGE OUR OUTPUTS ON AN AI: “THE BROWN FOX SEES A _____.”
137. WHAT IS A RETRIEVAL- AUGMENTED GENERATION (RAG) IN LLMS?
138. WHAT IS A RETRIEVAL- AUGMENTED GENERATION (RAG) IN LLMS? RETRIEVAL-AUGMENTED GENERATION It's a technique in artificial intelligence that enhances the accuracy and reliability of generative AI models by fetching relevant information from external sources A KID TAKING AN OPEN BOOK TEST
139. WHAT IS A GENERATIVE ADVERSARIAL NETWORK (GAN) IN GEN AI?
140. WHAT IS A GENERATIVE ADVERSARIAL NETWORK (GAN) IN GEN AI? GENERATIVE ADVERSARIAL NETWORK A type of deep learning architecture that pits two neural networks against each other in a competitive game. This adversarial process helps to generate new, realistic data. A KID’S ART CRITIQUE WITH ART TEACHER Here's how it works: 1.Generator: This network creates new data, often starting from random noise. 2.Discriminator: This network evaluates the generated data and tries to determine if it's real or fake. 3.Adversarial Training: The generator and discriminator are trained together. The generator learns to create data that is more likely to fool the discriminator, while the discriminator learns to better distinguish between real and fake data.
141. WHAT ARE USE CASES AND INDUSTRIES FOR AI?
142. #1 OpenAI: Generative AI models (GPT-3, DALL-E), language models, research. #2 Stability AI: Image generation, text-to- image, art creation. #3 Midjourney: AI-powered art generation. #4 Jasper.ai: AI-powered writing assistant. 8 Use Cases Of AI #5 Zebra Medical Vision: Medical image analysis. #6 IBM Watson Health: Medical diagnosis, drug discovery, clinical trials. #7 Butterfly Network: Portable ultrasound device with AI analysis. #8 Paige AI: Cancer detection and diagnosis.
143. BA STACK A software architecture design pattern for combining blockchain and artificial intelligence into real world web, mobile and desktop applications.
144. J U S T R E A C T BA STACK O V E R V I E W P Y T H O N , N O D E J S , O R P H P F R O N T E N D B A C K E N D P Y T H O N N O T E B O O K S O L I D I T Y O R O T H E R C H A I N A I M O D E L P O S T G R E S Q L O R O T H E R S Q L O N C H A I N D A T A B A S E O F F C H A I N D A T A B A S E A P I A P I A P I A P I
145. HOW MIGHT WE USE BLOCKCHAIN AND/OR AI IN OUR FAITHTECH LABS?
146. #1 Recommendation System for Students #2 LLM Counseling #3. Tracking Student Success in the Program #4. Tracking Student Financials 8 Use Cases Of BA Stack #5. Teaching Investing #6 Financial Advising #7. Job Recommendations #8. College Recommendations
147. WAYS TO ENGAGE WITH EMERGING TECH IN TAMPA BAY #1 Join FaithTech Tampa #2 Join BEAQ Meetup #3. Join Wordpress Tampa #4. Let Me Know If You’re Interested In Course, Book, Or Educational Materials https://forms.gle/sUCxygbdQWVciDTw5
148. THANK YOU