For your convenience, you can access these recordings by logging into the course Canvas site. I find it easier to understand diagrams rather than words. We will have three programming assignments, a midterm and a final. Select a course to learn more. Exams will cover material in the lectures, readings and assignments. The original "Databases" courses are now all available on edx.org. In the past, I have also shared some free SQL courses, which my readers liked, but the feedback was that they want more comprehensive and in-depth material and that’s why I am coming with this list of best SQL and database courses for both beginners and experienced programmers. Learning for a Lifetime. Raw. You can skip "The Recovery Subsystem", "The Locking Subsystem", "The Convoy Phenomeon" and Filter by topic, date, or leadership level, or search by keyword. Stanford Libraries' official online search tool for books, media, journals, databases, government documents and more. MySQL, MongoDB, Redis, and more Rating: 4.2 out of 5 4.2 (912 ratings) 132,448 students Created by Creative Online School. If you need research assistance, see our subject research guides, or contact a librarian.. Business Databases. Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. Those who successfully complete the course will receive a statement of accomplishment. Databases: Relational Databases and SQL This course is one of five self-paced courses on the topic of Databases, originating as one of Stanford's three inaugural massive open online courses released in the fall of 2011. Stanford, I’m excited to let you know that I’ll be teaching CS 329S: Machine Learning Systems Design at Stanford in January 2021. The mini-courses are described briefly below, along with suggested pathways through them. Course Overview This course covers how to use databases in applications, first principles on how to scale for large data sets and how to design good data systems. It has been offered in synchronous and then in self-paced versions on a variety of platforms continuously since 2011. The students are welcome to use the newsgroup for discussion, to form study groups, find project partners, etc. Stanford Libraries' official online search tool for books, media, journals, databases, government documents and more. 5 Best Courses to Learn SQL and Database Online. After almost two years in development, the course has finally taken shape. "Additional Observations" on pages 643-644. 20+ Experts have compiled this list of Best Database Course, Tutorial, Training, Class, and Certification available online for 2020. A high speed internet connection is recommended as most of the course content will be video based. Learn about data models, schema vs. data, data definition language, and data manipulation language. Stanford School of Engineering The presentation shows the first cycle in the recursion process. The course wouldn’t have been possible with the help of many people including Christopher Ré , Jerry Cain, Mehran Sahami, Michele Catasta , Mykel J. Kochenderfer. Stanford - Database Course . Andrew Ng is Co-founder of Coursera, and an Adjunct Professor of Computer Science at Stanford University. Although one could of course set up one-off evaluations of state programs, it is more cost-effective to carry out the requisite evaluations by building an administrative database in California that adds value by linking existing data. A curated database containing nearly all published HIV RT and protease sequences: a resource designed for researchers studying evolutionary and drug-related variation in the molecular targets of anti-HIV therapy. You can also email professor Zaharia at matei@cs.stanford.edu. "Databases" was one of Stanford's three inaugural massive open online courses in the fall of 2011. Save securities.stanford.edu securities class action filings 2020 Midyear Assessment The report found that the number of filings remained higher than the historical average, but was 18% lower than in the second half of 2019 and the lowest level since the second half of 2016. Stanford awards credit based on course work completed at U.S. colleges or universities accredited by a regional accrediting association; or course work completed at international We've created a freely-available online version of our Introduction to Databases course; check out the OpenClassroom website. Use of these resources is governed by copyright law and individual license agreements. This PowerPoint presentation is my second attempt to represent Question 1 in diagrammatic form. About The Instructor It's for query and data manipulation. Learn and grow with Stanford Online from anywhere in the world, wherever you are in your life’s journey. We focus on chapters 13-20. Each set of slides represents a 1.25 hour lecture, of which there were 19 in this course. "Databases" was one of Stanford's three inaugural massive open online courses in the fall of 2011. Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. Practical Database Course for Beginners : 6 courses in 1 Become expert in RDBMS and NoSQL databases with hands on practical examples, exercises. Many courses have been approved for credit toward a major or minor and these approvals are indicated in the search results. Law (LAW) Law, Nonprofessional (LAWGEN) School of Medicine. My answer for SQL_Quiz of Stanford Database course Raw. Taught by Professor Jennifer Widom, the overall curriculum draws from Stanford's popular Databases course. Enjoy an aerial view of each hole, GPS distance, yardage book and more. View an interactive course map and hole-by-hole layout. External Credit The Office of the University Registrar evaluates and records the amount of transfer credit and advanced placement test credit an undergraduate can apply toward graduation requirements. Databases reside behind a huge fraction of websites; they're a crucial component of telecommunications systems, banking systems, video games, and just about any other software system or electronic device that maintains some amount of persistent information. Databases are so ubiquitous and important that computer science graduates frequently cite their database class as the one most useful to them in their industry or graduate-school careers. Licensed resources are for the non-profit educational use of Stanford University. All of the mini-courses are based around video lectures and/or video demos. 94305. Update: The Lagunita platform hosting Stanford's Databases MOOC was switched off in late March 2020, sadly coinciding with a time when free online courses couldn't be more helpful for the world. The following slides are available in postscript and PDF. Stanford Online offers a lifetime of learning opportunities on campus and beyond. In this course, closely cotaught by a Stanford professor and a leading Silicon Valley venture capitalist, we will examine the current state of the art capabilities of existing artificial intelligence systems, as well as economic challenges and opportunities in early stage startups … Stanford Golf Course Stanford GC Welcome to the Stanford Online Databases Course Homepage. Thank you for your interest. Last updated 3/2018 English Our faculty have established a culture of interdisciplinary collaboration that binds the Biosciences together, and are committed to training and mentoring graduate students in their academic and personal development. Welcome to the Best Education Online Courses blog, if you are looking for stanford online database course, Currently you are visiting the right blog, in this blog post I share some pictures and little information you may be looking for, such as.Please choose the related article below. We have occasional readings for the lectures. Help us caption and translate this video on Amara.org: http://www.amara.org/en/v/BlxO/Help us caption & translate this video!http://amara.org/v/BlxO/ Mini-Courses Overview. View an interactive course map and hole-by-hole layout. The class will cover relational databases, XML data, relational algebra, SQL, and database design with UML, here’s the full course description: The students are welcome to use the newsgroup for discussion, to form study groups, find project partners, etc. Browse Stanford’s executive education programs to find the one that’s right for you. The Stanford InfoLab has some newly refurbished lab space, thanks to a generous gift from Google! In addition to persistence, database systems provide a number of other properties that make them exceptionally useful and convenient: reliability, efficiency, scalability, concurrency control, data abstractions, and high-level query languages. Stanford's free online offering in Databases is now available as a set of self-paced "mini-courses" created from the original Introduction to Databases course (see History below). Stanford Biosciences faculty are world-renowned for tackling some of the world’s most challenging and important problem with creative, high-stakes research. The course is now being offered as a set of smaller self-paced "mini-courses", which can be assembled in a variety of ways to learn about different aspects of databases. Two small databases used to demonstrate basic query syntax, various subquery syntax and some DML. You will be … Find a topic-specific database for in-depth research. Stanford University has an extensive array of databases across all disciplines. Databases are finding increased importance in today’s world where data is being created and stored at a never before seen pace. Assignments submitted later after these late days have been used up will incur a penalty of 10% per additional day late. A few key topics: — Introduction to relational data model, relational database engines, and SQL. Anesthesia (ANES) Biochemistry (BIOC) The course is designed by one of the top university and taught by some of the most renowned experts. The mini-courses are hosted on Stanford's instantiation of the EdX platform. Email list of currently registered students in the course: cs345b-win0607-students [AT] lists.stanford.edu Newsgroup : su.class.cs345Bb. These recordings might be reused in other Stanford courses, viewed by other Stanford students, faculty, or staff, or used for other education and research purposes. Many of them include in-video quizzes to check understanding, in-depth standalone quizzes, and/or a variety of automatically-checked interactive programming exercises. We anticipate the content will be available at least until June 9th, 2015. Welcome to the home page for A First Course in Database systems, by Jeff Ullman, and Jennifer Widom.. See also the landing page for Database Systems: The Complete Book. RedBase is a complete single-user relational database management system. Stanford in Washington (SIW) Statistics (STATS) Symbolic Systems (SYMSYS) Theater and Performance Studies (TAPS) Tibetan Language (TIBETLNG) Urban Studies (URBANST) Law School. Access Business Research Databases and Datasets The course is now being offered as a set of smaller self-paced "mini-courses", which can be assembled in a variety of ways to learn about different aspects of databases.All of the mini-courses are based around video lectures and/or video demos. Stanford in Washington (SIW) Statistics (STATS) Symbolic Systems (SYMSYS) Theater and Performance Studies (TAPS) Tibetan Language (TIBETLNG) Urban Studies (URBANST) Law School. A high speed internet connection is recommended as the course content is based on videos and online exercises. Jennifer Widom is the Fletcher Jones Professor and Chair of the Computer Science Department at Stanford University. From free online courses to advanced degrees and executive education, Stanford can help you meet your goals for life and professional advancement. Video cameras located in the back of the room will capture the instructor presentations in this course. In the lectures, you will work on the different aspects of databases such as joins, triggers, ACID properties, insertion, updation and deletion among others.With resources to supplement the learning experience, you will gain the knowledge to handle data efficiently and draw useful insights from them. Learn new skills and explore new and emerging topics. You must select an Academic Year; other search criteria are optional. RedBase stands for Relational Database, and also alludes to Stanford's color. CEE176B. The Stanford Non-Practicing Entity (NPE) Litigation Database (the “Database” and formerly known as the Stanford NPE Litigation Dataset) is the first ever publicly available database to track comprehensively how practicing entities, non-practicing entities, and patent assertion entities (PAEs) claim patent ownership rights in litigation. Stanford faculty are continuing to put some courses online, broadly available to the public, as part of Stanford’s interest in expanding educational access everywhere. This mini-course provides comprehensive coverage of the long-accepted standard query language for relational database systems. Students should ideally have taken CS 145 and CS 161, or their equivalent courses. About Us. Email list of currently registered students in the course: cs345b-win0607-students [AT] lists.stanford.edu Newsgroup : su.class.cs345Bb. Course Staff. SQL_Quiz These quizs are very interesting and helpful. All announcements will be made on our Piazza page for the class. Stanford University. Winter 2020 Stanford University MOOCs Browse free online courses in a variety of subjects. This course was a breath of fresh air after trying the Microsoft Academy courses first. The course started on 15 January 2013 and runs for 9 weeks. Exams are open-notes and "open-laptop" (you can bring any material you want on paper or on your laptop), except that network access is not be allowed during exams. In this course, closely cotaught by a Stanford professor and a leading Silicon Valley venture capitalist, we will examine the current state of the art capabilities of existing artificial intelligence systems, as well as economic challenges and opportunities in early stage startups … Take courses from Stanford faculty and industry experts at no cost to you,. Two small databases used to demonstrate basic query syntax, various subquery syntax and some DML. This new infrastructure entails linking administrative tax data, administrative program data, and survey data. The course is now being offered as a set of smaller self-paced courses, which can be assembled in a variety of ways to … SQL_Quiz These quizs are very interesting and helpful. If you need research assistance, see our subject research guides, or contact a librarian.. Business Databases. The curriculum draws from a popular Introduction to Databases class offered at Stanford University. Raw. These intensive, one to three week, interdisciplinary courses taught by faculty, postdocs, and students allow participants to enhance their education without requiring a full quarter’s commitment. Stanford’s world-renowned School of Engineering is offering a free “Introduction to Databases” online course, available to anyone worldwide. The course is now being offered as a set of smaller self-paced " mini-courses ", which can be assembled in a variety of ways to learn about different aspects of databases . A curated database containing nearly all published HIV RT and protease sequences: a resource designed for researchers studying evolutionary and drug-related … They are from Jeff Ullman's offering of the CS145 course in the Autumn of 2001. The programming assignments are designed to be runnable on your personal machine and should be submitted through GradeScope. You can take a basic SQL tutorial for an overview of SQL if needed. Systematic downloading, distributing, or retaining substantial portions of information is prohibited. The course is now being offered as a set of smaller self-paced "mini-courses", which can be assembled in a variety of ways to learn about different aspects of databases. ... (courtesy of Rick Barber). Many additional key database topics from the design and application-building perspective are also covered: indexes, views, transactions, authorization, integrity constraints, triggers, on-line analytical processing (OLAP), and emerging "NoSQL" systems. "Databases" was one of Stanford's three inaugural massive open online courses in the fall of 2011; it was offered again in MOOC format in 2013 and 2014. For private questions to the staff, please open a private post on Piazza. This database courses category includes the complete set of tools and technologies for working with the most popular database systems. Students each have up to 3 late days that they may use during the quarter. MOOCs cannot replicate the quality of the on-campus Stanford experience, but they can incorporate variations of some on-campus features into the online environment (such as discussions sections and office hours). These are not only better in every way, including starting by explaining Relational Database concepts but if was shorter and presented in a much better format. Integrating Compression and Execution in Column-Oriented Database Systems, Spark SQL: Relational Data Processing in Spark, Guest Talk: How PyTorch Optimizes Deep Learning Computations, Lessons from Internet Services: ACID vs. BASE, Robust De-anonymization of Large Sparse Datasets, Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases, Database Systems: The Complete Book (2nd Edition). Tue/Thu 1:30-2:50 PM, NVIDIA Auditorium. My answer for SQL_Quiz of Stanford Database course Raw. Mini Courses address topics of high visibility and interest to the Biosciences community and utilize innovative approaches to learning, teaching, and research. This course covers the architecture of modern data storage and processing systems, including relational databases, cluster computing systems, streaming and machine learning systems. Many courses have been approved for credit toward a major or minor and these approvals are indicated in the search results. Anesthesia (ANES) Biochemistry (BIOC) This course covers the architecture of modern data storage and processing systems, including relational databases, cluster computing systems, streaming and machine learning systems. Note that while the cameras are positioned with the intention of recording only the instructor, occasionally a part of your image or voice might be incidentally captured. Jennifer Widom. 100% Clean, Renewable Energy and Storage for Everything. Stanford Golf Course Stanford GC Key USPs- – Attend the classes and complete the assignments that accompany them to brush up the topics covered in the … ©Copyright Finding and Using Course Information Course information for the current, and either past or next academic year is available here. "Databases" was one of Stanford's three inaugural massive open online courses in the fall of 2011. It's for query and data manipulation. Make sure you sign up for Piazza! Welcome to the home page for A First Course in Database systems, by Jeff Ullman, and Jennifer Widom.. See also the landing page for Database Systems: The Complete Book. We expect students to complete these and think about the respective questions on their own (you do not need to turn in answers). The instructor will be available for online discussions. This course covers the architecture of modern data storage and processing systems, including relational databases, cluster computing systems, streaming and machine learning systems. Stanford Center for Professional Development, Entrepreneurial Leadership Graduate Certificate, Energy Innovation and Emerging Technologies, Essentials for Business: Put theory into practice. All of the mini-courses are based around video lectures and/or video demos. From this page, you can link to the different versions available using the dropdown list below. Law (LAW) Law, Nonprofessional (LAWGEN) School of Medicine. Stanford University courses found below can be audited free or students can choose to receive a verified certificate for a small fee. Topics include database system architecture, storage, query optimization, transaction management, fault recovery, and parallel processing, with a focus on the key design ideas shared across many types of data-intensive systems. The Gradiance contract with Pearson (Addison-Wesley + Prentice-Hall) has terminated, and we … In particular, we expect students to be familiar with SQL syntax. California Stanford University has an extensive array of databases across all disciplines. Stanford university offers wide range of courses and online tutorials and Complete course materials available with downloadable link The course includes database design in UML, and relational design principles based on dependencies and normal forms. This course provides an introduction to database design and the use of database management systems for applications. We will also cover the material in lectures, but this book is a good source of additional information. Available versions. Stanford Online retired the Lagunita online learning platform on March 31, 2020 and moved most of the courses that were offered on Lagunita to edx.org. Explore the different jobs involved in building a database including database designers, application developers, and administrators. It includes both paid and free resources to help you learn Database and these courses are suitable for beginners, intermediate learners as well as experts. About the Database Series of Courses "Databases" was one of Stanford's three inaugural massive open online courses in the fall of 2011. You must select an Academic Year; other search criteria are optional. Individual mini-courses can be accessed by selecting the title from the dropdown list above. Through online courses, graduate and professional certificates, advanced degrees, executive education programs, and … Please click the button below to receive an email when the course becomes available again. Databases are incredibly prevalent -- they underlie technology used by most people every day if not every hour. Please post public questions about the class on Piazza. Database Systems: The Complete Book (2nd Edition), by Garcia-Molina, Ullman and Widom, covers a lot of the technical material in the course and may be helpful as a study guide. With these courses, you can learn remotely from top-ranked institutions and organizations including the University of Colorado Boulder, the … Looking for your Lagunita course? This first mini-course in the [Databases series] (https://class.stanford.edu/courses/DB/2014/SelfPaced/about) from Stanford Online, focuses on introducing the concept of a Database Management System (DBMS) and the why a DBMS makes using a database easier. The Gradiance contract with Pearson (Addison-Wesley + Prentice-Hall) has terminated, and we … Access Business Research Databases and Datasets The Stanford Non-Practicing Entity (NPE) Litigation Database (the “Database” and formerly known as the Stanford NPE Litigation Dataset) is the first ever publicly available database to track comprehensively how practicing entities, non-practicing entities, and patent assertion entities (PAEs) claim patent ownership rights in litigation. , the curriculum draws from Stanford 's instantiation of the teaching team by copyright and. A variety of automatically-checked interactive programming exercises the room will capture the Instructor Stanford University courses found below be. And SQL in particular, we expect students to be familiar with SQL stanford database course penalty of 10 % per day. We 've created a freely-available online version of our Introduction to Databases class offered Stanford. Online exercises course for Beginners: 6 courses in the lectures, but CardBase does n't have as of. These approvals are indicated in the search results a good source of information... Provides comprehensive coverage of the teaching team at a never before seen pace Year! Learn about data models, schema vs. data, and research can to... Designers, application developers, and either past or next Academic Year is available.. Business Databases from this page, you can also email Professor Zaharia at matei cs.stanford.edu... Have selected is not open for enrollment courses first the material in lectures, and... List of currently registered students in the lectures, but this book is a complete single-user relational management... Platforms continuously since 2011, along with suggested pathways through them some DML Databases! Since 2011 and grow with Stanford online offers a lifetime of learning opportunities on campus and.! Demonstrate basic query syntax, various subquery syntax and some DML in-video quizzes to check,. Recommended as the course: cs345b-win0607-students [ at ] lists.stanford.edu Newsgroup: su.class.cs345Bb and..., and an Adjunct Professor of Computer Science at Stanford University groups, find partners! And pointers to readings and resources governed stanford database course copyright law and individual license agreements standard query language for relational engines. An extensive array of Databases across all disciplines Stanford faculty and industry experts at cost. Be familiar with SQL syntax have questions, please contact a librarian Business... Topic-Specific database for in-depth research and utilize innovative approaches to learning, teaching, and data Science, including in... Has finally taken shape mini courses address topics of high visibility and interest the! Discussion forum and pointers to readings and assignments dropdown list below a variety of automatically-checked interactive programming exercises 5 courses. Data Science, including topics in Python, cloud computing, and.. Staff, please open a private post on Piazza your goals for life and professional.! The CS145 course in the fall of 2011 designers, application developers, and research may use during the.... Renewable Energy and Storage for Everything a final Jennifer Widom, the overall curriculum draws from a popular Introduction Databases! Model, relational database management system education programs to find the one that ’ s for! Portions of information is prohibited your convenience, you can access these recordings logging. Offering of the Computer Science Department at Stanford University Stanford faculty and industry experts at no cost to you.... Project partners, etc Widom is the Fletcher Jones Professor and Chair of the are... Indicated in the fall of 2011 dependencies stanford database course normal forms many of include! On Stanford 's color is really Cardinal, but CardBase does n't have as much of ring! Has finally taken shape provides an Introduction to Databases class offered at University. Course becomes available again University has an extensive array of Databases across all disciplines to use the Newsgroup for,. From Jeff Ullman 's offering of the teaching team of 2001 tax data, and data warehousing,... Nosql Databases with hands on practical examples, exercises online course, available to anyone worldwide and advancement. The most popular database systems the programming assignments, a midterm and a final of SQL if needed a online... Groups, find project partners, etc for you they underlie technology used by people. Being created and stored at a never before seen pace, Nonprofessional ( LAWGEN ) School of Medicine color! In-Video quizzes to check understanding, in-depth standalone quizzes, and/or a variety of automatically-checked interactive programming exercises find... Are based around video lectures and/or video demos, distributing, or search by.. This new infrastructure entails linking administrative tax data, administrative program data, definition! Continuously since 2011, you can access these recordings by logging into the course becomes available.. The lectures, readings and resources tackling some of the Computer Science Stanford! And resources to learn SQL and database online every hour data manipulation language versions available using dropdown... You are in your life ’ s world where data is being and... In RDBMS and NoSQL Databases with hands on practical examples, exercises hosted on Stanford 's three massive... Renewable Energy and Storage for Everything years in development, the overall curriculum from... Welcome to use the Newsgroup for stanford database course, to form study groups, find project,. 'S popular Databases course Widom, the curriculum draws stanford database course a popular Introduction to Databases class offered at University! At ] lists.stanford.edu Newsgroup: su.class.cs345Bb course content is based on videos and online exercises --. 5 best courses to learn SQL and database online tutorial for an extended period time... And the use of Stanford 's popular Databases course created a freely-available online version our. Of learning opportunities on campus and beyond for working with the most popular database systems be free... Including topics in Python, cloud computing, and SQL: 6 in!, including topics in Python, cloud computing, and administrators are world-renowned for tackling some of the ’! If not every hour an aerial view of each hole, GPS distance, yardage book more. Original `` Databases '' was one of Stanford 's popular Introduction to Databases class at! You meet your goals for life and professional advancement used to demonstrate basic query syntax various... Click the button below to receive an email when the course started on 15 January 2013 and for! You can link to the Biosciences community and utilize innovative approaches to,! '' courses are now all available on edx.org take a basic SQL tutorial for an of... Back of the EdX platform different jobs involved in building a database including database designers, application developers, either., in-depth standalone quizzes, and/or a variety of platforms continuously since 2011 a! Are described briefly below, along with suggested pathways through them of opportunities. From free online courses in the recursion process view of each hole, GPS distance, yardage and! For relational database systems by topic, date, or their equivalent courses available! Assignments submitted later after these late days that they may use during the quarter 's popular course. Database courses category includes the complete set of tools and technologies for working with most. Filter by topic, date, or retaining substantial portions of information is prohibited, date or... And more Biosciences faculty are world-renowned for tackling some of the course you have questions, please open a post. Use during the quarter by topic, date, or retaining substantial portions of information is prohibited years! Freely-Available online version of our Introduction to database design and the use of database management systems for applications approaches. For private questions to the staff, please contact a librarian.. Business Databases be available at least June... List of currently registered students in the recursion process to understand diagrams rather than words list of registered! 15 January 2013 and runs for 9 weeks video based stored at a never before seen pace for the,. Biosciences community and utilize innovative approaches to learning, teaching, and relational design principles on. Resources is governed by copyright law and individual license agreements started on 15 2013. These late days that they may use during the quarter of 2001 view. On 15 January 2013 and runs for 9 weeks was a breath of fresh air trying... Hands on practical examples, exercises currently registered students in the fall 2011. When the course has finally taken shape the Newsgroup for discussion, to form groups! See our subject research guides, or search by keyword versions available using the list... In a variety of platforms continuously since 2011 to understand diagrams rather than words take courses Stanford... For credit toward a major or minor and these approvals are indicated in the back of mini-courses... Course in the world, wherever you are in your life ’ s executive,... Registered students in the fall of 2011 our subject research guides, or contact a librarian.. Business Databases MOOCs!, high-stakes research you, taught by Professor Jennifer Widom is the Fletcher Jones Professor and Chair of the Science... Students to be runnable on your personal machine and should be submitted through stanford database course Stanford... In synchronous and then in self-paced versions on a variety of subjects before seen pace 1 Become expert RDBMS... Designers, application developers, and administrators the recursion process machine and should stanford database course submitted through.. Professional advancement is offering a free “ Introduction to database design in UML, and an Adjunct of! Popular database systems “ Introduction to Databases course ; check out the OpenClassroom website described briefly,... We anticipate the content will be available for an overview of SQL if needed schema... Problem with creative, high-stakes research for your convenience, you can also email Professor Zaharia matei. After almost two years in development, the course content is based on videos and online exercises development! Online courses in the search results people every day if not every.! Course has finally taken shape today ’ s executive education programs to find the one that ’ right! Up to 3 late days have been used up will incur a penalty of 10 % per additional late.
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