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I am looking for someone to help me with automating a PDF that I have already made for use at my work. Essentially, the PDF has several headings, and underneath each heading are items with checkboxes. I want to be able to click on some of the checkboxes, and when I am done, to push a button that will take only the items I have selected, (...help me with automating a PDF that I have already made for use at my work. Essentially, the PDF has several headings, and underneath each heading are items with checkboxes. I want to be able to click on some of the checkboxes, and when I am done, to push a button that will take only the items I have selected, (along with only the headings that have checked items under them) and move then to the computer clipboard. Then I can paste that into ano...

We are the fastest-growing healthcare digital marketing agency, and as part of our market expansion, we are looking for an experienced appointment setter for our digital marketing agency. Please, refer to the below job description and skill sets required for this position. Responsibilities- • Familiarize potential clients with our digital marke... team • Maintain accurate records of all communications with potential clients • Send daily reports to the company founder Skills- • Excellent verbal and written communication skills to communicate our services to prospects • Ability to work in a fast-paced environment and manage multiple tasks simultaneously • Strong interpersonal skills to deal with various types of personalities • Computer lit...

Small but tricky project! Warning 1: I strongly recommend to ONLY bid on this project ...Healthkit data is CORRECTLY ingested into the Flutter app, there will be no payment. Create an app for iPhone (using my developer account for Testflight builds) using Flutter. There are no design requirements for this app. All it needs to do, is to show the following 5 data-points for the past 30 available days: Move (kcal) Exercise (minutes) Stand (hours) Steps Walking distance (km or miles) Definition : Showing these data-points "correctly" means that they must correspond within a few % to the data-points that the user can observe in the Health and Fitness apps on the phone. Warning 3: I’ve already tried this with different developers, but Stand, Steps and Walking Distance ...

Logo Design for Cerberus Cerberus is a theft protection system for underground electrical cables. Cerberus is a mythical creature that is a ...following details should be taken into consideration: - Style: Modern - Color: Open to suggestions perfer red and black - Inspiration: I am looking for a logo that is unique, bold, and easy to recognize. It should be versatile enough to be used across various platforms, including social media, print, and digital. - Deliverables: The final design should be provided in various formats, including vector , PNG, and JPG. The ideal candidate should have: - Experience in designing logos for various industries - A strong portfolio showcasing their skills and creativity - Excellent communication skills to ensure that the final design meets my exp...

...Location: Remote for now (Mangalore, Bangalore, Pune, Hyderabad, Trivandrum or Bhubaneshwarlater) Timings: Full Time (As per company timings) Notice Period: 1 month or less (Immediate Joiner - Preferred) Primary Skill Set: Java Spring Boot Rest API MIcroservices . Experience: The ideal candidate for this position should have an experience of 5-6 years. Bachelors or Master’s degree in Computer Science , Computer Engineering or related technical discipline. Ability to work independently and to adapt to a fast-changing environment. Creative, self-disciplined, and capable of identifying and completing critical tasks independently and with a sense of urgency. Driving Results: Good single contributor & good team player. Flexible attitude towards work, as per t...

I'm in need of someone to take speech transcript (recording 3 in word) of about 5000 words and combining it with a 15 slide pack (Elissa, Pint of Science ppt (for the visuals). I would like 2 products - one longer combined article (whole PPT and transcript with powerpoint images etc tied into the transcript) and one smaller summary version for blog posting of highlights with a few images all in MS Word that highlight how mindset is critical. An edit and review of the grammar and fixing of any typos will be required to remove any 'ums' and comments like "next slide please" and all references of the transcript formatting eg Speaker 1 etc, will be required. The ideal freelancer for this project should have experience working with long recordings and an exempla...

I need the Data science expert for multiple jobs. Details will be discussed.

I need a virtual assistant to handle social media and lead follow up by text, phone and email. We work for data entry, collecting info from leads and clients by phone, email and texts. Creating some contents for email and texts, Entering some information into CRMs, and doing some Insurance quotes. Work will be on my day, my computer and assistant will control by zoom and share their webcam. Need someone who can speak Punjabi, Hindi and English.

Seeking an advanced Arabic speaking female computer motion graphic teacher for live sessions multiple times a week. The ideal candidate should have expertise in the following areas: - Speaking Arabic language skills - Experience in computer motion graphics and cartoon - fair teaching skills and ability to conduct live sessions - Good communication skills to explain complex concepts clearly - Availability to conduct sessions multiple times a week The lessons will be conducted online, and the candidate should have access to a stable internet connection and a quiet environment for the sessions. The candidate should also be flexible with their teaching schedule to accommodate changes if necessary.

We have a Hierarchical Clustering module which is unable to handle larger datasets , We Need someone Who can prescribe and implement better Clustering Methods such as K-means or Fuzzy C-means and the likes, In order To Increase Time/Space efficiency and produce more accurate results than our current module The project requires a deep understanding of various clustering algorithms, data preprocessing, feature engineering, and model evaluation. The ideal candidate should have a strong background in statistics, machine learning, and data analysis. If you are passionate about working on challenging projects and possess the necessary expertise in clustering algorithms, we invite you to apply.

We're looking for a Social Media Evaluator who can label the content of a post on a detai...Social Media Evaluator who can label the content of a post on a detailed level. You can make a direct impact on the effectiveness of services your favorite social media platforms provide and make the user experience better for all. What You Can Expect: - Long-term project commitment. - Flexible hours No experience is necessary, all you need is: - 20 hours/week availability - Attention to detail - Computer and/or smartphone device with a stable internet connection - Indonesian language skills - Residing in Indonesia Register here: Thank you and we hope to work with you soon!

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I am looking for a skilled designer to produce a simple line outline of my nomb image, which will be used as a logo. The style that I prefer is minimalistic, and I require the final design to be provided in both vector and raster file formats. Ideal skills for the job include proficiency in Adobe Illustrator and experience in logo design.

Hi govindasoni, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

...model code - Set up triggers to specify when the Lambda function should be executed - Optimize Lambda functions for performance and scalability - Monitor Lambda function performance and troubleshoot issues as needed - Keep up-to-date with the latest AWS Lambda and machine learning technologies and recommend improvements to the deployment process **Qualifications:** - Bachelor's degree in Computer Science , Electrical Engineering, or related field - At least 3 years of experience in deploying machine learning models in a serverless environment, particularly on AWS Lambda - Strong understanding of AWS Lambda architecture and deployment best practices - Experience with machine learning frameworks such as TensorFlow or PyTorch - Knowledge of programming languages such as...

Small task- $20 Looking for an automation expert who can help with the below who can help me capture text using a camera and input it onto automatically. 1. With live camera feed the user will capture data off a iPad sc...will capture data off a iPad screen (the user will use a camera phone to capture data off iPad screen) using Optical Character Recognition (OCR) software 2. Data columns collected will automatically be input it into as new person via zappier Here are the details of my project requirements: Type of text to capture: - Printed text Ideal skills and experience: - Familiarity with computer vision and image processing - Experience with OCR (Optical Character Recognition) technology - Proficiency in Python or JavaScript - Knowledge of API

From around the world, on the web, please find 50 word games that are great for two people. Games that require no equipment, no paper, no computer , just spoken words. They can be about stories, about word-play, and any subject so long as long as 2 can play with each other in conversation or in story telling. A games like 'Have you ever' is a common one (no need to add that one). Others might be more about stories, or wording, or humour. Of the 50, please input at least one of all categories mentioned. The final list will provide at least one of each target category, and the total of games will amount to 50. Two people would be able to play. You may add up to 10 of your own ideas if none can be found for a category. Link to the form:

A simple logo based on this example in vector file

...student with a passion for design and a keen eye for detail. Seeking freelance opportunities to apply theoretical knowledge and gain practical experience in the field. Committed to delivering innovative and aesthetically pleasing architectural solutions that meet client requirements and exceed expectations. Education: Bachelor of Architecture () 2020to 2025 DeenbandhuChhotu Ram University Of Science And Technology , Murthal Sonipat (Haryana) Coursework: Architectural Design Studio Architectural History and Theory Construction Technology Structural Analysis and Design Sustainable Design Digital Modeling and Visualization Building Systems and Materiall Skills: Proficient in architectural drafting and modeling software such as AutoCAD, Revit, SketchUp, and Rhino. Strong understa...

I need someone to fix the flutter in app purchase code in my computer , Developer should be 3+ years of experience.

I would like a Design that for my Clothing Line 'Leave Your Legacy' It needs to be a Vector /EPS file, that can be screen-printed, I would like multiple file formats such as PDF/PNG/JPEG/EPS/AI of all the files sent of the design, as well as a presentation for Promotion, and Black & White Versions of it. Design will be 1-2 colors, either script on the back with a small left logo on the front. Or Script combined with a logo, and small left logo on the front. Or Large Script on Front and Small Logo Between Shoulder Blades On Back. I will share design details once Project is accepted, I want clean lines, quality work, custom and unique with multiple revisions until satisfied. thanks for your time. attached is some reference

I am looking for a skilled designer to vectorize my logo. I have a specific design in mind and require the final logo to be in AI (Adobe Illustrator) format. Additionally, I have specific preferences for color schemes and typography. I am looking for a designer who can bring my vision to life and create a professional and polished final product. Ideal skills for this job include proficiency in Adobe Illustrator and a strong eye for design.

I need to open the game from 2 windows from the computer . I am looking for a professional software developer who can multi client

I need to have a few forms developed with my letterhead that I can send directly to my clients from my computer . I want my clients to have the ability to fill these forms out and send back to me. All online.

I am looking for a multi-talented individual who is an expert in both computer science and business to assist me with multiple projects of academic nature. The must condition is that the person should be available 24/7, this doesn't not imply that you won't get to sleep but you should be flexibly available. You will undergo a mandatory training for a week during which you will be taught the nature and procedure of work. This training will be unpaid. There is no fee for the training. After this training, you will be given projects for which you will give quotes according to the time and effort needed. You should have a computer with stable Internet connection, all other software will be provided. You should be comfortable with screen-sharing based conferences....

I am looking for a catchy logo design for my fast food restaurant, which is already named. I am open to different design styles and there is no specific color scheme preference. The ideal candidate for this project should have experience in creating logos for the food industry. Specific require...preference. The ideal candidate for this project should have experience in creating logos for the food industry. Specific requirements include: - Design a unique and memorable logo that captures the essence of my fast food restaurant - Use creative and eye-catching typography to make the logo stand out - Incorporate food-related elements or graphics into the logo design - Deliver high-quality vector files that can be used across different mediums, including signage, menus, and promotional ...

Hello, We are looking for a logo redesign. This is for an established boating magazine. We will need two different logos - one horizontal and one circle type logo. I am attaching examples for you to review. The name of the magazine is in the attached files. DO NOT create a logo that says Boating Magazine - this is not the name of the company!!! We will need the final logos in Vector format as well as jpg/png. Please feel free to ask us questions.

I need a Wordpress site built for my virtual debit card site. While I don't have a specific theme in mind, I do have a general style that I want for the site. I ne...of content that will primarily be displayed on the site includes interactive elements and multimedia. I am looking for a freelancer with experience building Wordpress sites and a strong understanding of web design and development. I have some sites to share for inspiration.. for ex . Site must be 100% original and must be downloaded into our wordpress site. Please use open source vector art like . i have a brand kit that i will share for color and design elements. This will mostly be a landing page for customer information that must grab attention! Must be done in english and later translated to spanish,

When i create pre ad computer in domain, the UAC value is set to 4128(0x1020), we need to change the value server: 0x1000(Value in hexadecimal) 4096(Value in decimal). I'm looking to modify AD computer that way that all new created objects (incl manual ones) will get the right value set? i.e. 4096

...scenarios. Implement and optimize text-to-image models to generate visual content based on textual descriptions. Write custom training scripts to accommodate specific project requirements and ensure optimal model performance. Apply model quantization techniques to optimize model size and performance for deployment on resource-constrained devices. Requirements: Bachelor's or Master's degree in Computer Science , Engineering, or a related field. Proven experience in training Language Model architectures, preferably with hands-on experience in Transformer-based models such as GPT-3 or BERT. Familiarity with LoRA technique and its application in distributed machine learning systems. Previous experience training chat prompt models and generating conversational respons...

...movement has realised a positive social and/or environmental change/ You are expected to use at least 2 references to support your analysis. Proper referencing using APA referencing style. You may choose from the documentaries that are available below Climate change 1 -Greta Thunberg: A Year To Change The World Climate activist Greta Thunberg takes a year off school to explore the science of global warming and challenge world leaders, calling for action on climate change. to an external site. 2- Australian Story: Breaking New Ground: Charles Massy's regenerative agriculture (Links to an external site.) Racism 1- The Australian

I'm looking for someone to help me restore my HP computer – it has become slow and a message from One Drive indicates that some files have been deleted. The machine is running the Windows operating system, and I first noticed the sluggish performance about a month ago. I need this issue resolved as soon as possible. Please need support ASAP

Job Summary: We are seeking an exper...Troubleshoot and resolve technical issues related to ERPNEXT. Answer user questions and provide guidance on how to use ERPNEXT. Collaborate with other team members to identify and resolve complex technical issues. Document and track technical support requests and resolutions. Participate in the development and testing of new ERPNEXT features and functionalities. Requirements: Bachelor's degree in Computer Science or a related field. At least 2 years of experience in providing technical support for ERPNEXT. Deep understanding of ERPNEXT and its functionalities. Strong communication and problem-solving skills. Ability to work independently and as part of a team. Familiarity with Python, HTML, CSS, and JavaScript. Experience with Linu...

...We ask our Happiness Officers to have: 1. Professional level Slovak and English communication skills 2. Strong passion to help people with different learning curves 3. Deep love for learning new things, problem solving, and analytical skills 4. Experience in customer service in a fast-paced environment 5. Availability to work at full time capacity (40 hours per week) 6. Working desktop/ computer with at least 8GB RAM, Windows 10/MacOS 10.12.6, Core i3/AMD Ryzen 3 or higher; and at least 20Mbps internet connection And we offer our all our Happiness Officers: 1. Convenience in working from anywhere 2. Fun and collaborative international working environment 3. Opportunities for career advancement 4. Training and growth opportunities 5. Paid leave with tenure of one (1) ...

Distance Metric Learning for Image Classification I am looking for a freel...accuracy of the classification results. I don't have a preference for any specific algorithm for distance metric learning, so I am open to suggestions. However, I would like the freelancer to have experience working with Large Margin Nearest Neighbor (LMNN) and/or Neighborhood Components Analysis (NCA). The project will involve working with image data, so experience with image processing and computer vision is a must. The ideal candidate should have a strong understanding of machine learning algorithms and be proficient in Python programming. Overall, I am looking for a skilled and experienced freelancer who can help me achieve my goal of improving image classification accuracy through distance m...

I am seeking a skilled developer who can help me setup React Native on my Mac. I already have Node.js and npm installed on my computer and require the latest version of React Native to be installed. In addition, I require assistance with additional tools and libraries for my project. The ideal candidate will have experience with React Native and be able to recommend the necessary tools and libraries for my project.

I am looking for a graphic designer to create a branding/logo for my personal use. The ideal candidate should have experience in designing logos/branding for individuals. The design should be unique and eye-catching. I am open to different design ...candidate should have experience in designing logos/branding for individuals. The design should be unique and eye-catching. I am open to different design styles and will provide further details upon hiring. The project should include the following: - Initial consultation to discuss design preferences - Concept development and design revisions - Final design files in various formats (e.g. PNG, JPEG, vector ) - Transfer of copyright ownership to me If you have a portfolio of previous logo/branding designs, please provide them for review. ...

I am looking for a freelancer with knowledge in life science to adjust the Discussion and Conclusion chapters and introduction of my life science thesis. I have detailed feedback that I will provide to the freelancer. The adjusted chapters should be the same length as the original chapters. Ideal skills and experience: - Experience in life science research and writing - Strong understanding of thesis structure and formatting - Attention to detail and ability to follow guidelines and feedback.

I want to round logo for "Smart Computer Training Institute" like a pro

AiVision Technologies is seeking a freelancer to assist with early-stage development of a project involving Computer Vision technology and Object Detection. The ideal candidate should have experience in the following areas: - Computer Vision - Object Detection - Early-stage development - Ability to work with a team to bring ideas to life The project involves developing a computer vision system that can accurately detect objects in real-time. The freelancer will be responsible for helping to develop the initial framework for the system, as well as providing ongoing support as needed. The ideal candidate should have experience with early-stage development and be able to work collaboratively with a team to bring the project to fruition.

Hello potential Freelancer! I'm looking for someone to help me simplify and fix up my current logo. The elements needing simplifying are limited to the Design aspects, but mustn't be changed too much that the machine isn't recognisable. The final design needs to be delivered in Vector format (AI, EPS, SVG). I look forward to working with you on this project.

I am looking for a freelancer to design and customize a school spirit shirt for 5-13 year old students. The intended audience for the shirt is students, so it needs to be something cool that they will appreciate. I want the school spirit shirt to be a t-shirt, as oppos...LIKE THE EXAMPLE LOGOS PROVIDED CAN ONLY BE MINIMALLY ALTERED ***I have attached several photos to show 'the type of look' we are going for*** I have also attached our school colors (must stick closely to these colors, or shades of these colors) PLEASE NO DISTRESSING Completed file must be original high resolution vector file that can be used by a T shirt printer. I have also attached a couple of potential fonts, these do not need to be used.

I am looking for a professional graphic designer to edit and redesign my logo. The primary purpose of the redesign is to improve the overall design of the logo. I am open to suggestions regarding the color scheme, and would like the final logo to be in vector format (AI, EPS, or SVG). Ideal Skills and Experience: - Strong graphic design skills - Experience in logo redesign and improvement - Knowledge of vector file formats - Ability to provide creative suggestions for color schemes and design elements.

We need to create a new logo from jpg to vector and we need the high quality files .

I am looking for someone to create high quality physical science notes for me that are focused on physics. These notes will be used for high school education purposes. The ideal candidate should have a strong background in physics and be able to create detailed notes that are easy to understand. The project will involve typing the notes out and ensuring that they are organized and easy to follow. I am open to discussing the number of pages needed and the timeline for the completion of the project.

I am looking for a freelancer with experience in converting logos to vector format. The ideal candidate should have expertise in working with Adobe Illustrator and be able to deliver high-quality vector files. Have supplied two formats; .eps & .tif Requirements: - Convert the logo to vector format - Ensure the vectorized logo maintains the same design and color scheme as the original - Deliver both print and web-ready vector files - Must have experience in vectorizing logos and working with Adobe Illustrator If you have any questions or need further information, please feel free to reach out to me. Thank you!

I am looking for a skilled designer to create a floorplan in AutoCAD or similar for my office and educational space. The space is approx 2,000 sq ft and must have reception/waiting area, computer room, and 3 private offices/meeting rooms, back office for 4 staff, storage room and kitchenette. The ideal freelancer should have experience in designing office and educational spaces and be able to incorporate my specific requirements into the floorplan.

21 fairness definitions and their politics

Arvind Narayanan

This tutorial was presented at the Conference on Fairness, Accountability, and Transparency on Feb 23 2018.

Computer scientists and statisticians have devised numerous mathematical criteria to define what it means for a classifier or a model to be fair. The proliferation of these definitions represents an attempt to make technical sense of the complex, shifting social understanding of fairness. Thus, these definitions are laden with values and politics, and seemingly technical discussions about mathematical definitions in fact implicate weighty normative questions. A core component of these technical discussions has been the discovery of trade-offs between different (mathematical) notions of fairness; these trade-offs deserve attention beyond the technical community.

This tutorial has two goals. The first is to explain the technical definitions. In doing so, I will aim to make explicit the values embedded in each of them. This will help policymakers and others better understand what is truly at stake in debates about fairness criteria (such as individual fair­ness versus group fairness, or statistical parity versus error-rate equality). It will also help com­puter scientists recognize that the proliferation of definitions is to be celebrated, not shunned, and that the search for one true definition is not a fruitful direction, as technical considerations cannot adjudicate moral debates.

My second goal is to highlight technical observations and discoveries that deserve broader con­sideration. Many of these can be seen as “trolley problems” for algorithmic fairness, and beg to be connected to philosophical theories of justice. I hope to make it easier for ethics scholars, philosophers, and domain experts to approach this territory.

The Collection of Computer Science Bibliographies

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About the Collection

This is a collection of bibliographies of scientific literature in computer science from various sources, covering most aspects of computer science. The bibliographies are updated weekly from their original locations such that you'll always find the most recent versions here.

The collection currently contains more than 7 millions of references (mostly to journal articles, conference papers and technical reports), clustered in about 1500 bibliographies, and consists of more than 2.3 GBytes (530MB gzipped) of BibTeX entries. More than 600 000 references contain crossreferences to citing or cited publications.

More than 1 million of references contain URLs to an online version of the paper. Abstracts are available for more than 800 000 entries. There are more than 2000 links to other sites carrying bibliographic information.

For more information on the contents of this collection have a look at the bibliographic statistics .

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Since the bibliographies are not just referenced by links, but actually mirrored and present as a local copy, they are searchable.

Query: in any author title   field ; Publication year : in: , since: , before: (four digit years) Options: Results as Citation Results in BibTeX , 10 results per page 40 results per page 100 results per page 200 results per page , sort by score year online papers only  

You may use Lucene syntax , available fields are: ti (title), au (author), yr (publications year). In short: the default operator is ' OR ', use ' + ' and ' – ' operators to specify (' + ')required and (' – ')forbidden words. Wildcards: ' ? ' – single letter, and ' * ' – part of the word (at the end of a word), ' ~ ' – specified at the end of a word makes approximate match (allows typos, but takes many seconds to process)

Bibliographies

Here is a of bibliographies that have been added or updated within the last days .

The bibliographies have been categorized hierarchically. You can descend the hierarchy by following the subject areas below or search the bibliography descriptions with a boolean query.

The bibliographies have been grouped into subject areas, but there is still a substantial overlap between subject areas.

• Artificial Intelligence
• Compiler Technology, Programming Languages and Type Theory
• Database Research
• Distributed Systems, Networking and Telecommunications
• Computer Graphics and Vision
• Logic Programming
• (Computational) Mathematics
• Neural Networks
• Object-Oriented Programming and Systems (and more object-oriented stuff )
• Operating Systems
• Parallel Processing
• Software Engineering and Formal Methods
• Theory/Foundations of Computer Science
• Typesetting
• Miscellaneous (everything else, possible overlap with other areas)
• Technical Reports

The following are some virtual subject areas that might span more than one of the above subjects. They are created by searching the descriptions of all bibliographies:

• parallel or distributed computing
• security or cryptography
• natural language processing
• mobile computing
• load balancing
• game playing
• ??? ( suggestions are welcome)

You can create your own virtual subject area in the following section:

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The above subject areas do not fit your needs? No problem, create your own subject area using the following search form: ( You cannot search for individual papers here, only for complete bibliographies!)

Query: Options :    case insensitive Case Sensitive    partial word(s) exact

There are also other online bibliographies that are not integrated into this collection.

Hyperlinks to bibliographies on specific topics

If you would like to establish links from your page to interesting bibliographies in this collection, it is advised that you do not use URLs to a particular bibliography since the URLs of bibliographies might change and you would miss future additions that are also interesting to you. Instead, use a URL of the form http://liinwww.ira.uka.de/bibliography? and append a query that describes the area of interest, e.g. https://liinwww.ira.uka.de/bibliography?load+and+balanc for bibliographies on load-balancing

You can test query expressions with the search form above to see whether the appropriate bibliographies are retrieved. That way you'll always link to all interesting bibliographies and do not miss out on new additions.

I'd like to hear what you think of this bibliography collection, if you have any suggestion/opinions/comments then please mail your comment to [email protected] . If you find the bibliography collection useful for your work, I would be happy if you acknowledge it to me.

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Computer Science databases

These library databases act as indexes to many thousands of journals. Some include other types of information such as books, patents and conference papers.

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The following resources provide information about patents. Each database has its own strengths and its coverage will be widest for the first-named geographical area. Use these tools to locate patent application and granted patent documents from around the world.

The following are the official websites for the major patent offices. The EPO, USPTO, KIPO, JPO and SIPO are part of the IP5, a co-operative group of the five largest patent offices in the world. If the patent databases do not provide all the information you need for a patent, for example its legal status, you can refer back to the patent office of origin. 

The design of a product, in other words, how it looks, its shape, arrangement of parts and any decoration, can be protected too. Designs can cover specific items but also packaging, symbols and typefaces. By registering a design you can prevent others from copying and using it for up to 25 years, subject to renewal every 5 years. Designs can be registered with national (usually the patent office), regional or international design offices. The following tools enable you to search for and view registered designs.

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• CAS CS 115: Academic Writing in Computer Science Undergraduate Prerequisites: CAS WR 120 or equivalent; CAS CS 111. This 2-credit course offers a Writing Intensive unit through the topic of computer science. Students engage with readings and discussions in current computer science issues. The course focuses on teaching critical reading, creating a strong argument, and engaging with a variety of sources.
• CAS CS 200: Computer Science Workshops Computer Science Workshops enable students early in the Computer Science Major to explore different fields within the discipline alongside a group of peers and a faculty member engaged in the area.
• CAS CS 332: Elements of the Theory of Computation Undergraduate Prerequisites: CAS CS 330. The basic concepts of the theory of computation are studied. Topics include models of computation, polynomial time, Church's thesis; universal algorithms, undecidability and intractability; time and space complexity, nondeterminism, probabilistic computation and reductions of computational problems.
• CAS CS 350: Fundamentals of Computing Systems Undergraduate Prerequisites: CAS CS 210 and CAS CS 237. Rigorous treatment of invariant concepts, algorithms, and performance evaluation methods underlying computing systems design. Topics include modeling and analysis of concurrent processing, computational resource scheduling and consumption, and performance evaluation techniques.
• CAS CS 357: Introduction to Information Security Undergraduate Prerequisites: CAS CS 210; or consent of instructor. Provides basic concepts needed for understanding information security. Discusses vulnerabilities, design principles, basic algorithms, security definitions, and analytical methods. Covers system security, network security, web security, cryptography, and data privacy. Also addresses social, ethical, and policy aspects of security.
• CAS CS 365: Foundations of Data Science Undergraduate Prerequisites: CAS CS112 and CAS CS131 and CAS CS132 and CAS CS237 (or equivalent). Or consent of instructor. Recommended: CAS CS330. Lays the foundation towards more advanced data-intensive classes, such as Data Science, Machine Learning, Data Mining. The course provides an understanding of the fundamentals and the practical implications of concepts. It covers both theoretical skills as well as working/practical knowledge.
• CAS CS 391: Topics in Computer Science Topics vary.

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