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๐คHugging Face has revolutionized the world of AI, offering a powerful platform that hosts a robust open-source ecosystem for natural language processing and machine learning models. Having approximately 450000 open-source models and 90k data sets, Hugging Face is riding high and is the go-to solution for integrating specialized AI & ML tasks into your application. A perfect place for AI/ML professionals to leverage its resources and host your AI models to train and take them to the next level๐ค!!,
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human in the loop WOW slide
HITL is a mechanism that leverages human interaction to train, fine-tune, or test specific systems such as AI models or machines to get the most accurate results possible.
In general, HITL provides following contributions to AI models๐ฉโ๐ป:
Data labelling: People contribute to machine learning's understanding of the world by accurately labelling data.
Feedback: With a specific confidence interval, machine learning models forecast cases. Data scientists give feedback to the machine learning model to enhance its performance when the model's confidence falls below a predetermined level.
backhaul
With the advent of 5G and wireless fiber networks, backhaul technology has completely changed the way we experience communication. In numerous locations, internet hiccups and buffering have vanished. For seamless network connectivity, efficient control over bandwidth, latency, and network traffic is still essential
Technology Transfer
Technology needs to be researched and developed in labs by tech-savvy people who frequently collaborate with partners from different industries, which may help refine either scientific or technological aspects of your work via Technology Transfer.
#TechnologyTransfer #OperationaExcellence #Transform #Innovate #PatentResearch #IndustryCollaborations #IntellectualProperty #IntellectualCapability #Wordoftheweek #roadmaperp #roadmapitsolutions
Data Mesh
At its core, data mesh is a response to the challenges posed by traditional monolithic data architecture and data management approaches, such as the centralized data warehouse model.
Data mesh advocates for distributing data ownership and responsibility across various domain-oriented teams within an organization. Each team is responsible for the data related to their specific area, such as Sales, Marketing, or Finance.๐
In 2019, Zhamak Dehghani, the CEO and Founder of Nextdata made the initial discovery and proposal of data mesh. With a strong emphasis on domain data expert knowledge, she introduced Nextdata OS in 2022, removing roadblocks to the smooth deployment of data meshโ๏ธ
ERP in the Future Embracing Innovation.pdf
๐ Get ready to future-proof YOUR business! ๐ Discover the top emerging technologies that are set to revolutionize Enterprise Resource Planning (ERP).
Public Key Infrastructure
PKI creates a secure environment for transferring data and ensures trust between the sender and the recipient. It represents a crucial component of the IT strategic backbone for industries, organizations, and governments to safeguard the privacy and authenticity of organizational data, communications, and digital identities.
PKI secures data and creates trust in the form of digital certificates issued by Certificate Authorities (CAs) to organizations or individual users after generating a Certificate Signing Request (CSR). CSR is then forwarded directly to the Registration Authority (RA) to verify the identities of the organizations or users through vetting procedures and confirm this to the CAs, who will then issue the digital certificate.
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Model Based Definition
By using the MBD 3D CAD model, the data is kept digitally, making it simpler to reuse by outside design departments on factory floors and quality control areas.
It can also be used in different ways throughout an organization, which brings the second concept, Model-Based Enterprise (MBE). Roadmap ERP system offers a direct integration with MBD-based 3D CAD software application.
Roadmap ERP system offers a direct integration with MBD-based 3D CAD software application.
AP Automation Roadmap ERP
๐ฃ Ready to boost your business's profitability? Accelerate your profits with the power of AP Automation!
By implementing automated processes, you can revolutionize your accounts payable department and unlock a world of benefits.
Say goodbye to manual data entry and costly errors, and hello to increased efficiency and productivity. With streamlined invoice approvals and payment processing, you'll save time and resources. Plus, gain real-time visibility into your cash flow and financial data, empowering you to make smarter, more informed decisions.
And don't forget the icing on the cake - enhance your supplier relationships through faster and more accurate payments. ๐โจ
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OpenAI's Codex
Both OpenAI's Codex and GitHubโs Copilot are powerful AI-powered code generation tools that can speed up software development by enabling developers to write better code and automate repetitive tasks๐.
Currently, more than 70 Codex-based apps available in the market with GitHub Copilot is being the most popular one. These AI code tools are capable of creating new code, completing existing code, making suggestions for changes, and translating the code into different programming languages.
Being aware of differences in characteristics, features, and performance of both the tools, developers can select the most appropriate one for their unique requirements.
click to visit: www.roadmapit.com
Net Promoter Score.pdf
The acronym 'NPS' is commonly familiar to public investors and financially savvy people, referring to the National Pension Scheme. But in the business world, the term 'NPS' stands for Net Promoter Score, a customer satisfaction benchmark that companies use to measure, evaluate, and improve customer loyalty. In 2003, Fred Reichheld of Bain & Company created the Net Promoter Score (NPS) system. It is designed based on a two-minute survey consisting of two questionnaires that help a company get a pulse on their customers.
www.roadmapit.com
Value Based Management
Description: A company's main objective is to maximize shareholder wealth. Value is created only when the rate of return is higher than the cost of capital. VBM is a managerial process that effectively links strategy, measurement, and operational processes to the end of creating shareholder value.
edge computing.pdf
Edge computing uses a network mesh of small data centers, also known as edge data centers, located close to the edge of the network that allows and processes data from IoT devices. Edge devices continue to send essential data to the cloud data center when needed.
Edge computing delivers businesses scalable IT solutions with unmatched flexibility, enhanced efficiencies, minimized latency, improved security, increased uptime and decreased cost.
We already use devices that do edge computing every dayโlike smart speakers, watches, and phones that are locally collecting and processing data while touching the physical world. Internet of Things (IoT) devices, point of sales (POS) systems, robots, vehicles, and sensors can all be edge devices if they compute locally and talk to the cloud.
agile Project & deliver management NEW.pdf
Agile Project Management advocates constant learning and adapting to produce quality end products that satisfy the customerโs requirements while keeping up with current technology trends. Agile is conducive to todayโs fast-paced business environment that improves customer satisfaction, employee engagement, operational performance, and other essential attributes.
The Agile methodology is no longer exclusive to software development. Several industries adopt Agile methodologies, such as Advertising and Marketing, Banking and Finance, Engineering and Product Development, Healthcare, Aerospace, Pharmaceutical, etc.
Roadmap's Automated Accounts Payable.pdf
Roadmap ERPโs Automated Account Payable๐ฐ takes care on your companyโs accounts payable and makes strategic decisions about when to settle supplier bills diligently.
The Pathway for Successful ERP Implementation
No matter how complex the business processes and requirements are. To achieve cent percent successful ERP system implementation requires involvement and commitment from both the client and the service provider at all levels.
There are six phases in ERP system implementation. Roadmap adopts best practices at each phase to suit the unique needs of the respective business.
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Sports events - Golf competitions/billiards competitions/company sports events: dynamic and challenging
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๐๐๐ญ๐ฎ๐ซ๐๐ ๐ฉ๐ซ๐จ๐ฃ๐๐๐ญ๐ฌ:
โข 2024 BAEKHYUN [Lonsdaleite] IN HO CHI MINH
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ModelingMarketingStrategiesMKS.CollumbiaUniversitypdf
Implicitly or explicitly all competing businesses employ a strategy to select a mix
of marketing resources. Formulating such competitive strategies fundamentally
involves recognizing relationships between elements of the marketing mix (e.g.,
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Personal Brand Statement:
As an Army veteran dedicated to lifelong learning, I bring a disciplined, strategic mindset to my pursuits. I am constantly expanding my knowledge to innovate and lead effectively. My journey is driven by a commitment to excellence, and to make a meaningful impact in the world.
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Memorandum Of Association Constitution of Company.ppt
www.seribangash.com
A Memorandum of Association (MOA) is a legal document that outlines the fundamental principles and objectives upon which a company operates. It serves as the company's charter or constitution and defines the scope of its activities. Here's a detailed note on the MOA:
Contents of Memorandum of Association:
Name Clause: This clause states the name of the company, which should end with words like "Limited" or "Ltd." for a public limited company and "Private Limited" or "Pvt. Ltd." for a private limited company.
https://seribangash.com/article-of-association-is-legal-doc-of-company/
Registered Office Clause: It specifies the location where the company's registered office is situated. This office is where all official communications and notices are sent.
Objective Clause: This clause delineates the main objectives for which the company is formed. It's important to define these objectives clearly, as the company cannot undertake activities beyond those mentioned in this clause.
www.seribangash.com
Liability Clause: It outlines the extent of liability of the company's members. In the case of companies limited by shares, the liability of members is limited to the amount unpaid on their shares. For companies limited by guarantee, members' liability is limited to the amount they undertake to contribute if the company is wound up.
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Capital Clause: This clause specifies the authorized capital of the company, i.e., the maximum amount of share capital the company is authorized to issue. It also mentions the division of this capital into shares and their respective nominal value.
Association Clause: It simply states that the subscribers wish to form a company and agree to become members of it, in accordance with the terms of the MOA.
Importance of Memorandum of Association:
Legal Requirement: The MOA is a legal requirement for the formation of a company. It must be filed with the Registrar of Companies during the incorporation process.
Constitutional Document: It serves as the company's constitutional document, defining its scope, powers, and limitations.
Protection of Members: It protects the interests of the company's members by clearly defining the objectives and limiting their liability.
External Communication: It provides clarity to external parties, such as investors, creditors, and regulatory authorities, regarding the company's objectives and powers.
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Binding Authority: The company and its members are bound by the provisions of the MOA. Any action taken beyond its scope may be considered ultra vires (beyond the powers) of the company and therefore void.
Amendment of MOA:
While the MOA lays down the company's fundamental principles, it is not entirely immutable. It can be amended, but only under specific circumstances and in compliance with legal procedures. Amendments typically require shareholder
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise excellence and inclusive excellence are closely linked, and real-world challenges have shown that both are essential to the success of any organization. To achieve enterprise excellence, organizations must focus on improving their operations and processes while creating an inclusive environment that engages everyone. In this interactive session, the facilitator will highlight commonly established business practices and how they limit our ability to engage everyone every day. More importantly, though, participants will likely gain increased awareness of what we can do differently to maximize enterprise excellence through deliberate inclusion.
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Enterprise Excellence is a holistic approach that's aimed at achieving world-class performance across all aspects of the organization.
What might I learn?
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Who might benefit? Anyone and everyone leading folks from the shop floor to top floor.
Dr. William Harvey is a seasoned Operations Leader with extensive experience in chemical processing, manufacturing, and operations management. At Michelman, he currently oversees multiple sites, leading teams in strategic planning and coaching/practicing continuous improvement. William is set to start his eighth year of teaching at the University of Cincinnati where he teaches marketing, finance, and management. William holds various certifications in change management, quality, leadership, operational excellence, team building, and DiSC, among others.
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[Note: This is a partial preview. To download this presentation, visit:
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Sustainability has become an increasingly critical topic as the world recognizes the need to protect our planet and its resources for future generations. Sustainability means meeting our current needs without compromising the ability of future generations to meet theirs. It involves long-term planning and consideration of the consequences of our actions. The goal is to create strategies that ensure the long-term viability of People, Planet, and Profit.
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LEARNING OBJECTIVES
1. Develop a comprehensive understanding of the fundamental principles and concepts that form the foundation of sustainability within corporate environments.
2. Explore the sustainability implementation model, focusing on effective measures and reporting strategies to track and communicate sustainability efforts.
3. Identify and define best practices and critical success factors essential for achieving sustainability goals within organizations.
CONTENTS
1. Introduction and Key Concepts of Sustainability
2. Principles and Practices of Sustainability
3. Measures and Reporting in Sustainability
4. Sustainability Implementation & Best Practices
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hugging face.pdf
- 1. #Word of the Week www.roadmapit.com mktg@roadmapit.com +91 413-4207 333 HUGGING FACE HUGGING FACE HUGGING FACE HUGGING FACE HUGGING FACE HUGGING FACE HUGGING FACE HUGGING FACE AI Community AI Community AI Community AI Community AI Community AI Community AI Community AI Community Datasets Models Spaces
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- 3. www.roadmapit.com mktg@roadmapit.com +91 413-4207 333 #Word of the Week Implement Machine Learning models Develop business models Evaluate ML models Share and discover Data Sets Share and discover ML models Host demos Fine-tune models Research Hugging Face is often called the GitHub of machine learning as it lets developers share and test their work openly. Hugging Face Transformers provides APIs to download and train state-of-the-art pre-trained models and complements creating various applictions: