The document summarizes the development of a Convolutional Neural Network (CNN) library in Python. It discusses improvements made over a previous fully connected network implementation, including redesigning the data structure to support CNNs and implementing a CNN that achieved a classification accuracy of 98% on the MNIST dataset, compared to 97% for the fully connected network. It then provides details on the design of CNNs, including their convolutional and pooling layers, and describes changes made to the interface and architecture of the library to support CNNs through layered classes that connect input to output while automatically calculating dimensions.
The document discusses data programming, which uses labeling functions created by domain experts to quickly generate large training datasets. It describes how labeling functions work independently to label examples, and a generative model is used to determine the accuracy of each function and estimate true labels. Dependencies between functions can also be modeled to improve accuracy. Experimental results show data programming outperforms other techniques in generating training data.
This is a comprehensive guide explaining how blockchain technology works, its key features, and real-world applications in industries like finance, supply chain, and retail. Learn about different blockchain networks (public, private, and consortium) and the challenges businesses face in adopting blockchain. Discover how blockchain consulting can help businesses implement secure, transparent, and efficient solutions, reducing risks and optimizing operations. This guide is ideal for businesses exploring blockchain adoption and seeking expert guidance.
This is session #3 of the 5-session online study series with Google Cloud, where we take you onto the journey learning generative AI. You¨ll explore the dynamic landscape of Generative AI, gaining both theoretical insights and practical know-how of Google Cloud GenAI tools such as Gemini, Vertex AI, AI agents and Imagen 3.
DealBook of Ukraine: 2025 edition | AVentures CapitalYevgen Sysoyev
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The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2024 and the first deals of 2025.
Agentic AI: The 2025 Next-Gen Automation GuideThoughtminds
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Introduction to Agentic AI: Explains how it differs from traditional automation and its ability to make independent decisions.
Comparison with Generative AI: A structured comparison between Generative AI (content creation) and Agentic AI (autonomous action-taking).
Technical Breakdown: Covers core components such as LLMs, reinforcement learning, and cloud infrastructure that power Agentic AI.
Real-World Use Cases (2025 & Beyond): Examines how Agentic AI is transforming industries like insurance, healthcare, retail, finance, and cybersecurity.
Business Impact & ROI: Discusses case studies from Unilever, FedEx, and more, showcasing cost savings and operational efficiency improvements.
Challenges & Risks: Highlights bias, security threats, regulatory compliance, and workforce reskilling as critical challenges in AI adoption.
5-Step Implementation Strategy: A practical roadmap to help organizations integrate Agentic AI seamlessly.
Future Predictions (2025-2030): Forecasts on AI-driven workforce evolution, industry disruptions, and the rise of Quantum AI.
Dev Dives: Unlock the future of automation with UiPath Agent BuilderUiPathCommunity
?
This webinar will offer you a first look at the powerful capabilities of UiPath Agent Builder, designed to streamline your automation processes and enhance your workflow efficiency.
? During the session, you will:
- Discover how to build agents with low-code experience, making it accessible for both developers and business users.
- Learn how to leverage automations and activities as tools within your agents, enabling them to handle complex and dynamic workflows.
- Gain insights into the AI Trust Layer, which provides robust management and monitoring capabilities, ensuring trust and transparency in your automation processes.
- See how agents can be deployed and integrated with your existing UiPath cloud and Studio environments.
??? Speaker:
Zach Eslami, Sr. Manager, Product Management Director, UiPath
? Register for our upcoming Dev Dives March session:
Unleash the power of macOS Automation with UiPath
? AMER: https://bit.ly/Dev_Dives_AMER_March
? EMEA & APJ:https://bit.ly/Dev_Dives_EMEA_APJ_March
This session was streamed live on February 27, 2025, 15:00 GMT.
Check out future Dev Dives 2025 sessions at:
? https://bit.ly/Dev_Dives_2025
Caching for Performance Masterclass: Caching at ScaleScyllaDB
?
Weighing caching considerations for use cases with different technical requirements and growth expectations.
- Request coalescing
- Negative sharding
- Rate limiting
- Sharding and scaling
The Constructor's Digital Transformation Playbook: Reducing Risk With TechnologyAggregage
?
https://www.professionalconstructorcentral.com/frs/27678427/the-constructor-s-digital-transformation-playbook--reducing-risk-with-technology
Reduce risk and boost efficiency with digital transformation in construction. Join us to explore how AI, automation, and data-driven insights can improve project safety and streamline operations.
This is a comprehensive guide explaining how blockchain technology works, its key features, and real-world applications in industries like finance, supply chain, and retail. Learn about different blockchain networks (public, private, and consortium) and the challenges businesses face in adopting blockchain. Discover how blockchain consulting can help businesses implement secure, transparent, and efficient solutions, reducing risks and optimizing operations. This guide is ideal for businesses exploring blockchain adoption and seeking expert guidance.
This is session #3 of the 5-session online study series with Google Cloud, where we take you onto the journey learning generative AI. You¨ll explore the dynamic landscape of Generative AI, gaining both theoretical insights and practical know-how of Google Cloud GenAI tools such as Gemini, Vertex AI, AI agents and Imagen 3.
DealBook of Ukraine: 2025 edition | AVentures CapitalYevgen Sysoyev
?
The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2024 and the first deals of 2025.
Agentic AI: The 2025 Next-Gen Automation GuideThoughtminds
?
Introduction to Agentic AI: Explains how it differs from traditional automation and its ability to make independent decisions.
Comparison with Generative AI: A structured comparison between Generative AI (content creation) and Agentic AI (autonomous action-taking).
Technical Breakdown: Covers core components such as LLMs, reinforcement learning, and cloud infrastructure that power Agentic AI.
Real-World Use Cases (2025 & Beyond): Examines how Agentic AI is transforming industries like insurance, healthcare, retail, finance, and cybersecurity.
Business Impact & ROI: Discusses case studies from Unilever, FedEx, and more, showcasing cost savings and operational efficiency improvements.
Challenges & Risks: Highlights bias, security threats, regulatory compliance, and workforce reskilling as critical challenges in AI adoption.
5-Step Implementation Strategy: A practical roadmap to help organizations integrate Agentic AI seamlessly.
Future Predictions (2025-2030): Forecasts on AI-driven workforce evolution, industry disruptions, and the rise of Quantum AI.
Dev Dives: Unlock the future of automation with UiPath Agent BuilderUiPathCommunity
?
This webinar will offer you a first look at the powerful capabilities of UiPath Agent Builder, designed to streamline your automation processes and enhance your workflow efficiency.
? During the session, you will:
- Discover how to build agents with low-code experience, making it accessible for both developers and business users.
- Learn how to leverage automations and activities as tools within your agents, enabling them to handle complex and dynamic workflows.
- Gain insights into the AI Trust Layer, which provides robust management and monitoring capabilities, ensuring trust and transparency in your automation processes.
- See how agents can be deployed and integrated with your existing UiPath cloud and Studio environments.
??? Speaker:
Zach Eslami, Sr. Manager, Product Management Director, UiPath
? Register for our upcoming Dev Dives March session:
Unleash the power of macOS Automation with UiPath
? AMER: https://bit.ly/Dev_Dives_AMER_March
? EMEA & APJ:https://bit.ly/Dev_Dives_EMEA_APJ_March
This session was streamed live on February 27, 2025, 15:00 GMT.
Check out future Dev Dives 2025 sessions at:
? https://bit.ly/Dev_Dives_2025
Caching for Performance Masterclass: Caching at ScaleScyllaDB
?
Weighing caching considerations for use cases with different technical requirements and growth expectations.
- Request coalescing
- Negative sharding
- Rate limiting
- Sharding and scaling
The Constructor's Digital Transformation Playbook: Reducing Risk With TechnologyAggregage
?
https://www.professionalconstructorcentral.com/frs/27678427/the-constructor-s-digital-transformation-playbook--reducing-risk-with-technology
Reduce risk and boost efficiency with digital transformation in construction. Join us to explore how AI, automation, and data-driven insights can improve project safety and streamline operations.
5 Must-Use AI Tools to Supercharge Your Productivity!
AI is changing the game! ? From research to creativity and coding, here are 5 powerful AI tools you should try.
NotebookLM
? NotebookLM C Your AI Research Assistant
? Organizes & summarizes notes
? Generates insights from multiple sources
? Ideal for students, researchers & writers
? Boost your productivity with smarter note-taking!
Napkin.ai
? Napkin.ai C The Creativity Booster
? Connects and organizes ideas
? Perfect for writers, designers & entrepreneurs
? Acts as your AI-powered brainstorming partner
? Unleash your creativity effortlessly!
DeepSeek
? DeepSeek C Smarter AI Search
? Delivers deeper & more precise search results
? Analyzes large datasets for better insights
? Ideal for professionals & researchers
? Find what you need!faster & smarter!
ChatGPT
? ChatGPT C Your AI Chat Assistant
? Answers questions, writes content & assists in coding
? Helps businesses with customer support
? Boosts learning & productivity
? From content to coding!ChatGPT does it all!
Devin AI
? Devin AI C AI for Coders
? Writes, debugs & optimizes code
? Assists developers at all skill levels
? Makes coding faster & more efficient
??? Let AI be your coding partner!
? AI is transforming the way we work!
Transcript: AI in publishing: Your questions answered - Tech Forum 2025BookNet Canada
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George Walkley, a publishing veteran and leading authority on AI applications, joins us for a follow-up to his presentation "Applying AI to publishing: A balanced and ethical approach". George gives a brief overview of developments since that presentation and answers attendees' pressing questions about AI¨s impact and potential applications in the book industry.
Link to recording and presentation slides: https://bnctechforum.ca/sessions/ai-in-publishing-your-questions-answered/
Presented by BookNet Canada on February 20, 2025 with support from the Department of Canadian Heritage.
Leadership u automatizaciji: RPA pri?e iz prakse!UiPathCommunity
?
Dobrodo?li na "AI Powered Automation Leadership Talks", online doga?aj koji okuplja senior lidere i menad?ere iz razli?itih industrija kako bi podelili svoja iskustva, izazove i strategije u oblasti RPA (Robotic Process Automation). Ovaj doga?aj pru?a priliku da zavirite u na?in razmi?ljanja ljudi koji donose klju?ne odluke u automatizaciji i liderstvu.
? Kroz panel diskusiju sa tri izuzetna stru?njaka, istra?i?emo:
Kako uspe?no zapo?eti i skalirati RPA projekte u organizacijama.
Koji su najve?i izazovi u implementaciji RPA-a i kako ih prevazi?i.
Na koje na?ine automatizacija menja radne procese i poma?e timovima da ostvare vi?e.
Bez obzira na va?e iskustvo sa UiPath-om ili RPA uop?te, ovaj doga?aj je osmi?ljen kako bi bio koristan svima C od menad?era do tehni?kih lidera, i svima koji ?ele da unaprede svoje razumevanje automatizacije.
Pridru?ite nam se i iskoristite ovu jedinstvenu priliku da nau?ite od onih koji vode automatizaciju u svojim organizacijama. Pripremite svoja pitanja i inspiraciju za slede?e korake u va?oj RPA strategiji!
William Maclyn Murphy McRae, a logistics expert with 9+ years of experience, is known for optimizing supply chain operations and consistently exceeding industry standards. His strategic approach, combined with hands-on execution, has streamlined distribution processes, reduced lead times, and consistently delivered exceptional results.
Data-Driven Public Safety: Reliable Data When Every Second CountsSafe Software
?
When every second counts, you need access to data you can trust. In this webinar, we¨ll explore how FME empowers public safety services to streamline their operations and safeguard communities. This session will showcase workflow examples that public safety teams leverage every day.
We¨ll cover real-world use cases and demo workflows, including:
Automating Police Traffic Stop Compliance: Learn how the City of Fremont meets traffic stop data standards by automating QA/QC processes, generating error reports C saving over 2,800 hours annually on manual tasks.
Anonymizing Crime Data: Discover how cities protect citizen privacy while enabling transparent and trustworthy open data sharing.
Next Gen 9-1-1 Integration: Explore how Santa Clara County supports the transition to digital emergency response systems for faster, more accurate dispatching, including automated schema mapping for address standardization.
Extreme Heat Alerts: See how FME supports disaster risk management by automating the delivery of extreme heat alerts for proactive emergency response.
Our goal is to provide practical workflows and actionable steps you can implement right away. Plus, we¨ll provide quick steps to find more information about our public safety subscription for Police, Fire Departments, EMS, HAZMAT teams, and more.
Whether you¨re in a call center, on the ground, or managing operations, this webinar is crafted to help you leverage data to make informed, timely decisions that matter most.
Bedrock Data Automation (Preview): Simplifying Unstructured Data ProcessingZilliz
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Bedrock Data Automation (BDA) is a cloud-based service that simplifies the process of extracting valuable insights from unstructured content!such as documents, images, video, and audio. Come learn how BDA leverages generative AI to automate the transformation of multi-modal data into structured formats, enabling developers to build applications and automate complex workflows with greater speed and accuracy.
Revolutionizing Field Service: How LLMs Are Powering Smarter Knowledge Access...Earley Information Science
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Revolutionizing Field Service with LLM-Powered Knowledge Management
Field service technicians need instant access to accurate repair information, but outdated knowledge systems often create frustrating delays. Large Language Models (LLMs) are changing the game!enhancing knowledge retrieval, streamlining troubleshooting, and reducing technician dependency on senior staff.
In this webinar, Seth Earley and industry experts Sanjay Mehta, and Heather Eisenbraun explore how LLMs and Retrieval-Augmented Generation (RAG) are transforming field service operations. Discover how AI-powered knowledge management is improving efficiency, reducing downtime, and elevating service quality.
LLMs for Instant Knowledge Retrieval C How AI-driven search dramatically cuts troubleshooting time.
Structured Data & AI C Why high-quality, organized knowledge is essential for LLM success.
Real-World Implementation C Lessons from deploying LLM-powered knowledge tools in field service.
Business Impact C How AI reduces service delays, optimizes workflows, and enhances technician productivity.
Empower your field service teams with AI-driven knowledge access. Watch the webinar to see how LLMs are revolutionizing service efficiency.
Mastering ChatGPT & LLMs for Practical Applications: Tips, Tricks, and Use CasesSanjay Willie
?
Our latest session with Astiostech covered how to unlock the full potential of ChatGPT and LLMs for real-world use!
? Key Takeaways:
? Effective Prompting: Crafting context-specific, high-quality prompts for optimal AI responses.
? Advanced ChatGPT Features: Managing system prompts, conversation memory, and file uploads.
? Optimizing AI Outputs: Refining responses, handling large texts, and knowing when fine-tuning is needed.
? Competitive Insights: Exploring how ChatGPT compares with other AI tools.
? Business & Content Use Cases: From summarization to SEO, sales, and audience targeting.
? The session provided hands-on strategies to make AI a powerful tool for content creation, decision-making, and business growth.
? Are you using AI effectively in your workflow? Let¨s discuss how it can improve efficiency and creativity!
#AI #ChatGPT #PromptEngineering #ArtificialIntelligence #LLM #Productivity #Astiostech
Quantum Computing Quick Research Guide by Arthur MorganArthur Morgan
?
This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG (coming 2025)
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at art_morgan@att.net.
100% human made.