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Advanced Artificial Intelligence
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Advanced Artificial Intelligence
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This course will present advanced topics in Artificial Intelligence (AI), including inquiries into logic, artificial neural network and machine learning, and the Turing machine. Upon successful completion of this course, students will be able to: define the term 'intelligent agent,' list major problems in AI, and identify the major approaches to AI; translate problems into graphs and encode the procedures that search the solutions with the graph data structures; explain the differences between various types of logic and basic statistical tools used in AI; list the different types of learning algorithms and explain why they are different; list the most common methods of statistical learning and classification and explain the basic differences between them; describe the components of Turing machine; name the most important propositions in the philosophy of AI; list the major issues pertaining to the creation of machine consciousness; design a reasonable software agent with java code. (Computer Science 408)

Subject:
Computer Science
Philosophy
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
11/16/2011
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Advanced Databases
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CC BY
Advanced Databases
Rating

This course will expand upon SQL as well as other advanced topics, including query optimization, concurrency, data warehouses, object-oriented extensions, and XML. Additional topics covered in this course will help you become more proficient in writing queries and will expand your knowledge base so that you have a better understanding of the field. Upon successful completion of this course, the student will be able to: write complex queries, including full outer joins, self-joins, sub queries, and set theoretic queries; write stored procedures and triggers; apply the principles of query optimization to a database schema; explain the various types of locking mechanisms utilized within database management systems; explain the different types of database failures as well as the methods used to recover from these failures; design queries against a distributed database management system; perform queries against database designed with object-relational extensions; develop and query XML files. (Computer Science 410)

Subject:
Computer Science
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
11/16/2011
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Advanced Statistics
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CC BY
Advanced Statistics
Rating

This course is oriented toward US high school students. The course is divided into 10 units of study. The first five units build the foundation of concepts, vocabulary, knowledge, and skills for success in the remainder of the course. In the final five units, we will take the plunge into the domain of inferential statistics, where we make statistical decisions based on the data that we have collected.

Subject:
Statistics and Probability
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
08/28/2013
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Algebra
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CC BY
Algebra
Rating

This course discusses how to use algebra for a variety of everyday tasks, such as calculate change without specifying how much money is to be spent on a purchase, analyzing relationships by graphing, and describing real-world situations in business, accounting, and science.

Subject:
Algebra
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
08/28/2013
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Algorithms
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CC BY
Algorithms
Rating

This course focuses on the fundamentals of computer algorithms, emphasizing methods useful in practice. Upon successful completion of this course, the student will be able to: explain and identify the importance of algorithms in modern computing systems and their place as a technology in the computing industry; indentify algorithms as a pseudo-code to solve some common problems; describe asymptotic notations for bounding algorithm running times from above and below; explain methods for solving recurrences useful in describing running times of recursive algorithms; explain the use of Master Theorem in describing running times of recursive algorithms; describe the divide-and-conquer recursive technique for solving a class of problems; describe sorting algorithms and their runtime complexity analysis; describe the dynamic programming technique for solving a class of problems; describe greedy algorithms and their applications; describe concepts in graph theory, graph-based algorithms, and their analysis; describe tree-based algorithms and their analysis; explain the classification of difficult computer science problems as belonging to P, NP, and NP-hard classes. (Computer Science 303)

Subject:
Computer Science
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
11/16/2011
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The American Renaissance
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The American Renaissance
Rating

The ĺÎĺ_ĺĚĄ_American Renaissance,ĺÎĺ_ĺĚĺÎĺ a period of tremendous literary activity that took place in America between the 1830s and 1860s represents the cultivation of a distinctively American literature. The student will begin this course by looking at what it was in American culture and society that led to the dramatic outburst of literary creativity in this era. The student will then explore some of the periodĺÎĺ_ĺĚĺ_s most famous works, attempting to define the emerging American identity represented in this literature. Upon successful completion of this course, the student will be able to: discriminate among the key economic, technological, social, and cultural transformations underpinning the American Renaissance; define the transformations in American Protestantism exemplified by the second Great Awakening and transcendentalism; list the key tenets of transcendentalism and relate them to romanticism more broadly and to social and cultural developments in the antebellum United States; analyze EmersonĺÎĺ_ĺĚĺ_s place in defining transcendentalism and his key differences from other transcendentalists; analyze competing conceptualizations of poetry and its construction and purpose, with particular attention to Poe, Emerson, and Whitman; define the formal innovations of Dickinson and their relationship to her central themes; describe the emergence of the short story as a form, with reference to specific stories by Hawthorne and Poe; distinguish among forms of the novel, with reference to specific works by Hawthorne, Thompson, and Fern; analyze the ways that writers such as Melville, Brownson, Davis, and Thoreau saw industrialization and capitalism as a threat to U. S. society; develop the relationship between ThoreauĺÎĺ_ĺĚĺ_s interest in nature and his political commitments and compare and contrast his thinking with Emerson and other transcendentalists; analyze the different ways that sentimentalism constrained and empowered women writers to critique gender conventions, with reference to specific works by writers such as Fern, Alcott, and Stowe; define the ways that the slavery question influenced major texts and major controversies over literature during this period. This free course may be completed online at any time. (English Literature 405)

Subject:
Arts and Humanities
Literature
Material Type:
Assessment
Full Course
Homework/Assignment
Reading
Syllabus
Provider:
The Saylor Foundation
Date Added:
04/16/2012
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Art Appreciation and Techniques
Unrestricted Use
CC BY
Art Appreciation and Techniques
Rating

This course is an exploration of visual art forms and their cultural connections for the student with little experience in the visual arts. It includes a brief study of art history, and in-depth studies of the elements, media, and methods used in creative thought and processes. It is the only resource I have found that approximates techniques, media, and an overview of different processes that is usually the first half of a printed text on art appreciation or an introduction to art. This is geared toward an undergraduate, lower-level student population. The art history survey is inadequate, but combined with another source, like Boundless' art history, this can be a complete text for an Art 100 course.

Subject:
Arts and Humanities
Material Type:
Assessment
Lecture
Module
Reading
Syllabus
Textbook
Unit of Study
Provider:
The Saylor Foundation
Author:
Afshan Bokhari
Amy Gansell
Andrew E. Hershberger
Andrew Marvick
Anne Bertrand-Dewsnap
Denise Rogers
Hilda Werschkul
Jelena Bogdanovic
Jennifer Palinkas
Jill Kiefer
Lynn E. Roller
Marjorie Munsterberg
Michelle Greet
Shaoqian Zhang
Tracy Musacchio
William V. Ganis
Date Added:
05/27/2018
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Art Appreciation and Techniques
Unrestricted Use
CC BY
Art Appreciation and Techniques
Rating

This course is an exploration of visual art forms and their cultural connections for the student with little experience in the visual arts. It includes a brief study of art history and in depth studies of the elements, media, and methods used in creative processes and thought. Upon successful completion of this course, students will be able to: interpret examples of visual art using a five-step critical process that includes description, analysis, context, meaning, and judgment; identify and describe the elements and principles of art; use analytical skills to connect formal attributes of art with their meaning and expression; explain the role and effect of the visual arts in societies, history, and other world cultures; articulate the political, social, cultural, and aesthetic themes and issues that artists examine in their work; identify the processes and materials involved in art and architectural production; utilize information to locate, evaluate, and communicate information about visual art in its various forms. Note that this course is an alternative to the Saylor FoundationĺÎĺ_ĺĚĺ_s ARTH101A and has been developed through a partnership with the Washington State Board for Community and Technical Colleges; the Saylor Foundation has modified some WSBCTC materials. This free course may be completed online at any time. (Art History 101B)

Subject:
Architecture and Design
Arts and Humanities
Art History
Visual Arts
World Cultures
Material Type:
Assessment
Full Course
Homework/Assignment
Reading
Syllabus
Provider:
The Saylor Foundation
Date Added:
04/16/2012
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Artificial Intelligence
Unrestricted Use
CC BY
Artificial Intelligence
Rating

This course includes materials on AI programming, logic, search, game playing, machine learning, natural language understanding, and robotics, which will introduce the student to AI methods, tools, and techniques, their application to computational problems, and their contribution to understanding intelligence. The material is introductory; the readings cite many resources outside those assigned in this course, and students are encouraged to explore these resources to pursue topics of interest. Upon successful completion of this course, the student will be able to: Describe the major applications, topics, and research areas of artificial intelligence (AI), including search, machine learning, knowledge representation and inference, natural language processing, vision, and robotics; Apply basic techniques of AI in computational solutions to problems; Discuss the role of AI research areas in growing the understanding of human intelligence; Identify the boundaries of the capabilities of current AI systems. (Computer Science 405)

Subject:
Computer Science
Material Type:
Full Course
Reading
Syllabus
Textbook
Provider:
The Saylor Foundation
Date Added:
11/16/2011
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The Basics of General, Organic, and Biological Chemistry
Conditional Remix & Share Permitted
CC BY-NC-SA
The Basics of General, Organic, and Biological Chemistry
Rating

This is a free textbook offered by Saylor Foundation. The Basics of General, Organic, and Biological Chemistry by David W. Ball, John W. Hill, and Rhonda J. Scott is a new textbook offering for the one-semester GOB Chemistry course. The authors designed this book from the ground up to meet the needs of a one-semester course. It is 20 chapters in length and approximately 350-400 pages; just the right breadth and depth for instructors to teach and students to grasp. In addition, The Basics of General, Organic, and Biological Chemistry is written not by one chemist, but THREE chemistry professors with specific, complimentary research and teaching areas. David W. Ball’s specialty is physical chemistry, John W. Hill’s is organic chemistry, and finally, Rhonda J. Scott’s background is in enzyme and peptide chemistry. These three authors have the expertise to identify and present only the most important material for students to learn in the GOB Chemistry course.

Subject:
Chemistry
Material Type:
Textbook
Provider:
The Saylor Foundation
Provider Set:
Saylor Textbooks
Author:
David W. Ball
John W. Hill and Rhonda J. Scott
Date Added:
01/01/2011
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Beginning Algebra
Unrestricted Use
CC BY
Beginning Algebra
Rating

This course is also intended to provide the student with a strong foundation for intermediate algebra and beyond. Upon successful completion of this course, you will be able to: simplify and solve linear equations and expressions including problems with absolute values and applications; solve linear inequalities; find equations of lines; and solve application problems; add, subtract, multiply, and divide various types of polynomials; factor polynomials, and simplify square roots; evaluate, simplify, multiply, divide, add, and subtract rational expressions, and solve basic applications of rational expressions. This free course may be completed online at any time. It has been developed through a partnership with the Washington State Board for Community and Technical Colleges; the Saylor Foundation has modified some WSBCTC materials. (Mathematics 001)

Subject:
Algebra
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
04/16/2012
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Business Law and Ethics
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CC BY
Business Law and Ethics
Rating

Law, in its simplest form, is used to protect one party from another. For instance, laws protect customers from being exploited by companies. Laws protect companies from other companies. Laws even protect citizens and corporations from the government. However, law is neither perfect nor all encompassing. This course will introduce the student to the laws and ethical standards that managers must abide by in the course of conducting business. Laws and ethics almost always shape a company's decision-making process; a bank cannot charge any interest rate it wants to charge that rate must be appropriate. By the end of this course, the student will have a clear understanding of the legal and ethical environment in which businesses operate. Upon successful completion of this course, the student will be able to: Identify sources of law in the United States; Describe the function and role of courts in the US legal system; Differentiate litigation from methods of alternative dispute resolution; List the elements of the major torts; List the essential elements of a valid contract; Describe how a contract can fail; Summarize the remedies available for breach of contract; Distinguish between real and personal property; Identify the various interests in real property and how they pass; Identify the requirements to hold various rights under intellectual property laws; Analyze the impact of the digital era on intellectual property rights; Distinguish between at-will employment and contractual employment; Identify laws that generally regulate the employer-employee relationship; Identify criminal acts related to the business world; Define white collar crime; Describe the various forms of business organization; Identify the major laws regulating business in the United States; Identify major ethical concerns in business today. (Business Administration 205)

Subject:
Business and Communication
Law
General Law
Material Type:
Assessment
Full Course
Lecture
Reading
Syllabus
Textbook
Provider:
The Saylor Foundation
Date Added:
11/10/2011
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Business Law and the Legal Environment
Conditional Remix & Share Permitted
CC BY-NC-SA
Business Law and the Legal Environment
Rating

This textbook is used for all sections of Business Law 1 (BA 207) and Business Law 2 (BA 208) at Grand Rapids Community College. It provides context and essential concepts across the entire range of legal issues with which managers and business executives must grapple. The text provides the vocabulary and legal acumen necessary for businesspeople to talk in an educated way to their customers, employees, suppliers, government officials—and to their own lawyers.

Subject:
Business and Communication
Law
Material Type:
Textbook
Provider:
The Saylor Foundation
Author:
Daniel Warner
Don Mayer
George Siedel
Date Added:
04/23/2018
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Business Statistics
Unrestricted Use
CC BY
Business Statistics
Rating

Introductory survey of quantitative methods (QM), or the application of statistics in the workplace. Examines techniques for gathering, analyzing, and interpreting data in any number of fieldsĺÎĺ from anthropology to hedge fund management.

Subject:
Business and Communication
Management
Statistics and Probability
Material Type:
Activity/Lab
Full Course
Homework/Assignment
Reading
Syllabus
Provider:
The Saylor Foundation
Date Added:
11/10/2011
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C++ Programming
Unrestricted Use
CC BY
C++ Programming
Rating

The student will learn the mechanics of editing and compiling a simple program written in C++ beginning with a discussion of the essential elements of C++ programming: variables, loops, expressions, functions, and string class. Next, the student will cover the basics of object-oriented programming: classes, inheritance, templates, exceptions, and file manipulation. The student will then review function and class templates and the classes that perform output and input of characters to/from files. This course will also cover the topics of namespaces, exception handling, and preprocessor directives. In the last part of the course, the student will learn some slightly more sophisticated programming techniques that deal with data structures such as linked lists and binary trees. Upon successful completion of this course, students will be able to: Compile and execute code written in C++ language; Work with the elementary data types and conditional and iteration structures; Define and use functions, pointers, arrays, struct, unions, and enumerations; Write C++ using principles of object-oriented programming; Write templates and manipulate the files; Code and use namespaces, exceptions, and preprocessor instructions; Write a code that represents linked lists and binary trees; Translate simple word problems into C++ language. (Computer Science 107)

Subject:
Computer Science
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
11/16/2011
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Calculus I
Unrestricted Use
CC BY
Calculus I
Rating

This course begins with a review of algebra specifically designed to help and prepare the student for the study of calculus, and continues with discussion of functions, graphs, limits, continuity, and derivatives. The appendix provides a large collection of reference facts, geometry, and trigonometry that will assist in solving calculus problems long after the course is over. Upon successful completion of this course, the student will be able to: calculate or estimate limits of functions given by formulas, graphs, or tables by using properties of limits and LĺÎĺ_ĺĚĺ_hopitalĺÎĺ_ĺĚĺ_s Rule; state whether a function given by a graph or formula is continuous or differentiable at a given point or on a given interval and justify the answer; calculate average and instantaneous rates of change in context, and state the meaning and units of the derivative for functions given graphically; calculate derivatives of polynomial, rational, common transcendental functions, and implicitly defined functions; apply the ideas and techniques of derivatives to solve maximum and minimum problems and related rate problems, and calculate slopes and rates for function given as parametric equations; find extreme values of modeling functions given by formulas or graphs; predict, construct, and interpret the shapes of graphs; solve equations using NewtonĺÎĺ_ĺĚĺ_s Method; find linear approximations to functions using differentials; festate in words the meanings of the solutions to applied problems, attaching the appropriate units to an answer; state which parts of a mathematical statement are assumptions, such as hypotheses, and which parts are conclusions. This free course may be completed online at any time. It has been developed through a partnership with the Washington State Board for Community and Technical Colleges; the Saylor Foundation has modified some WSBCTC materials. (Mathematics 005)

Subject:
Calculus
Functions
Material Type:
Assessment
Full Course
Reading
Syllabus
Textbook
Provider:
The Saylor Foundation
Date Added:
04/16/2012
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Compilers
Unrestricted Use
CC BY
Compilers
Rating

This course introduces the compilation process, presenting foundational topics on formal languages and outline each of the essential compiler steps: scanning, parsing, translation and semantic analysis, code generation, and optimization. Upon successful completion of this course, the student will be able to: describe the compilation process and explain the function of the components that comprise the structure of a compiler; apply concepts of formal languages and finite-state machines to the translation of computer languages; identify the compiler techniques, methods, and tools that are applicable to other software applications; describe the challenges and state-of-the-practice of compiler theory and practice. This free course may be completed online at any time. (Computer Science 304)

Subject:
Computer Science
Material Type:
Assessment
Full Course
Homework/Assignment
Lecture Notes
Reading
Syllabus
Textbook
Provider:
The Saylor Foundation
Date Added:
04/16/2012
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Computer Architecture
Unrestricted Use
CC BY
Computer Architecture
Rating

The purpose of this course is to cultivate an understanding of modern computing technology through an in-depth study of the interface between hardware and software. The student will study the history of modern computing technology before learning about modern computer architecture, then the recent switch from sequential processing to parallel processing. Upon completion of this course, students will be able to: identify important advances that have taken place in the history of modern computing and discuss some of the latest trends in computing industry; explain how programs written in high-level programming language, such as C or Java, can be translated into the language of the hardware; describe the interface between hardware and software and explain how software instructs hardware to accomplish desired functions; demonstrate an understanding of the process of carrying out sequential logic design; demonstrate an understanding of computer arithmetic hardware blocks and floating point representation; explain how a hardware programming language is executed on hardware and how hardware and software design affect performance; demonstrate an understanding of the factors that determine the performance of a program; demonstrate an understanding of the techniques that designers use to improve the performance of programs running on hardware; demonstrate an understanding of the importance of memory hierarchy in computer design and explain how memory design impacts overall hardware performance; demonstrate an understanding of storage and I/O devices, their performance measurement, and redundant array of inexpensive disks (more commonly referred to by the acronym RAID) technology; list the reasons for and the consequences of the recent switch from sequential processing to parallel processing in hardware manufacture and explain the basics of parallel programming. (Computer Science 301)

Subject:
Computer Science
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
11/16/2011
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Computer Communications and Networks
Unrestricted Use
CC BY
Computer Communications and Networks
Rating

Detailed introduction to the basic hardware and software, architectural components for computer communications in local area networks. The components that are focused upon include understanding the basics of computer networks, switching, routing, protocols and security.

Subject:
Computer Science
Material Type:
Full Course
Provider:
The Saylor Foundation
Date Added:
11/16/2011
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