NguyenLeHuuDuy-20IT309.pptx
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This document discusses natural language processing techniques including word embedding, word2vec, CBOW, and n-grams. It explains how word embedding transforms words into numerical representations to allow computers to understand language. Words with similar meanings have similar numerical representations. The document also covers text classification and different word embedding techniques including one hot encoding, TF-IDF, word2vec, glove, and fasttext.
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of any area. Consequently, a wide range of professionals, including earth system scientists, land
and water managers, and urban planners, are interested in obtaining data on land use and cover
changes, conversion trends, and other related patterns. The spatial dimensions of land use and
cover support policymakers and scientists in making well-informed decisions, as alterations in
these patterns indicate shifts in economic and social conditions. Monitoring such changes with the
help of Advanced technologies like Remote Sensing and Geographic Information Systems is
crucial for coordinated efforts across different administrative levels. Advanced technologies like
Remote Sensing and Geographic Information Systems
9
Changes in vegetation cover refer to variations in the distribution, composition, and overall
structure of plant communities across different temporal and spatial scales. These changes can
occur natural.
Wound healing PPT
This document provides an overview of wound healing, its functions, stages, mechanisms, factors affecting it, and complications.
A wound is a break in the integrity of the skin or tissues, which may be associated with disruption of the structure and function.
Healing is the body’s response to injury in an attempt to restore normal structure and functions.
Healing can occur in two ways: Regeneration and Repair
There are 4 phases of wound healing: hemostasis, inflammation, proliferation, and remodeling. This document also describes the mechanism of wound healing. Factors that affect healing include infection, uncontrolled diabetes, poor nutrition, age, anemia, the presence of foreign bodies, etc.
Complications of wound healing like infection, hyperpigmentation of scar, contractures, and keloid formation.
Mule event processing models | MuleSoft Mysore Meetup #47
Mule event processing models | MuleSoft Mysore Meetup #47
Event Link:- https://meetups.mulesoft.com/events/details/mulesoft-mysore-presents-mule-event-processing-models/
Agenda
● What is event processing in MuleSoft?
● Types of event processing models in Mule 4
● Distinction between the reactive, parallel, blocking & non-blocking processing
For Upcoming Meetups Join Mysore Meetup Group - https://meetups.mulesoft.com/mysore/YouTube:- youtube.com/@mulesoftmysore
Mysore WhatsApp group:- https://chat.whatsapp.com/EhqtHtCC75vCAX7gaO842N
Speaker:-
Shivani Yasaswi - https://www.linkedin.com/in/shivaniyasaswi/
Organizers:-
Shubham Chaurasia - https://www.linkedin.com/in/shubhamchaurasia1/
Giridhar Meka - https://www.linkedin.com/in/giridharmeka
Priya Shaw - https://www.linkedin.com/in/priya-shaw
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
Denis is a dynamic and results-driven Chief Information Officer (CIO) with a distinguished career spanning information systems analysis and technical project management. With a proven track record of spearheading the design and delivery of cutting-edge Information Management solutions, he has consistently elevated business operations, streamlined reporting functions, and maximized process efficiency.
Certified as an ISO/IEC 27001: Information Security Management Systems (ISMS) Lead Implementer, Data Protection Officer, and Cyber Risks Analyst, Denis brings a heightened focus on data security, privacy, and cyber resilience to every endeavor.
His expertise extends across a diverse spectrum of reporting, database, and web development applications, underpinned by an exceptional grasp of data storage and virtualization technologies. His proficiency in application testing, database administration, and data cleansing ensures seamless execution of complex projects.
What sets Denis apart is his comprehensive understanding of Business and Systems Analysis technologies, honed through involvement in all phases of the Software Development Lifecycle (SDLC). From meticulous requirements gathering to precise analysis, innovative design, rigorous development, thorough testing, and successful implementation, he has consistently delivered exceptional results.
Throughout his career, he has taken on multifaceted roles, from leading technical project management teams to owning solutions that drive operational excellence. His conscientious and proactive approach is unwavering, whether he is working independently or collaboratively within a team. His ability to connect with colleagues on a personal level underscores his commitment to fostering a harmonious and productive workplace environment.
Date: May 29, 2024
Tags: Information Security, ISO/IEC 27001, ISO/IEC 42001, Artificial Intelligence, GDPR
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Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
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Mule event processing models | MuleSoft Mysore Meetup #47
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ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
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Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
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NguyenLeHuuDuy-20IT309.pptx
- 1. Natural Language Processing (NLP)
- 2. CONTENTs 2 • Word Embedding • Word2Vec • Skip-Gram • CBOW • FastText • N-grams • Word Representation • Text Classification
- 3. CONTENT 1
- 4. Word Embedding Word embeddings transform human language meaningfully into a numerical form to computers understand. Transform text to numerical Words that have the same meaning have a similar representation. Words with the same meaning One Hot Encoding, TF-IDF, Word2Vec, GloVe or FastText Word Embedding Techniques
- 6. You could describe the topic of the section here CONTENT 2
- 7. Web RTC ⬜These are APIs written in JavaScript that fulfill the desire to communicate in real-time. Thanks to that, you do not need to use Plugins or support software. ⬜ WebRTC is an acronym for the phrase Web Real-Time Communication, which is very popular with programmers. WebRTC allows browsers to communicate with each other in real-time.
- 8. Uses Web RTC
- 9. How Web RTC works
- 10. Free Open Source 1 2 3 4 Voice and video security No plugin or software needed Cost savings Advantages
- 11. Method 3 Method 4 01 02 Prevented from making a peer-to-peer connection there is no built-in signaling (signaling) mechanism Disadvantages
- 12. 03 Applicable Network model You could describe the topic of the section here PART
- 14. How it works
- 15. 04 Protocol used? You could describe the topic of the section here PART
- 17. 05 System design analysis You could describe the topic of the section here PART
- 18. Use Case diagram
- 19. Activity diagram join room
- 20. Sequence diagram create room
- 21. Sequence diagram connect 2 client
- 22. Sequence diagram chat between 2 client
- 23. 6 Summary You could describe the topic of the section here PART
- 25. Thanks for Listening Nhân bản – Phụng sự – Khai phóng Artificial Intelligence 25
Editor's Notes
- Mã nguồn mở miễn Bảo mật voice và video Không cần plugin hay phần mềm hỗ trợ Tiết kiệm chi phí
- Bị cản trở khi tạo kết nối peer-to-peer không có một cơ chế báo hiệu (signaling) nào được cài đặt sẵn
- Trên mạng ngang hàng, các máy tính (node) được kết nối và chia sẻ các tệp được lưu trữ trên ổ cứng của chúng. Các thiết bị này sử dụng các ứng dụng phần mềm được thiết kế để làm trung gian cho việc chia sẻ dữ liệu. Mỗi node trong hệ thống có thể “tải xuống” tệp từ các node khác, hoặc “tải lên” tệp cho các node khác tải về. Nói cách khác, một node hoạt động như một máy khách có thể tải tệp từ các node khác trong mạng. Còn khi node hoạt động như máy chủ thì họ chính là nguồn để các node khác có thể tải xuống các tệp. Tuy nhiên, trên thực tế, các node có thể thực hiện hai chức năng cùng một lúc.
- WebRTC sử dụng UDP (Giao thức gói dữ liệu người dùng) để cung cấp luồng thông tin nhanh hơn bằng cách loại bỏ kiểm tra lỗi. Các gói chỉ được gửi trực tiếp đến người nhận mà không cần phải đặt hàng đúng cách và truyền lại chúng. Thay vì đợi xác nhận, người gửi tiếp tục truyền các gói mà không khôi phục lỗi. Nếu bất kỳ gói nào bị loại bỏ, chúng sẽ bị mất và sẽ không được gửi lại (ngoại trừ NACK, nhưng sẽ nói thêm về điều đó sau). Mất tất cả chi phí này có nghĩa là các thiết bị có thể giao tiếp nhanh hơn.