An anterior advance to computer programming appliance multimedia applications such as images, video and audio. Linear abstracts structures apery multimedia abstracts are manipulated with loops and conditionals in the Python language.
Linguists, chemists, business analysts, amusing scientists, and about anybody needs computational approaches to structure, assay and present their data. However, non-experts are generally abashed to alpha programming and may attempt to see the abundant possibilities it may accessible up for their acreage of study. Appliance the poplar and easy-to-learn Python language, this advance offers a applied addition to basics of programming and how it can be acclimated to analyze, structure, and anticipate data. Acceptance will additionally accretion hands-on acquaintance with a cardinal of accepted libraries advantageous for abstracts alertness and analysis.
Introduction to accretion environments: addition to an chip development environment; C, C , or a agnate language. Linear abstracts structures; arrays, records, and affiliated lists. Abstract abstracts types, stacks, and queues. Simple allocation via exchange, selection, and insertion, basal book I/O. Programming appearance affidavit and testing. Ethical and amusing issues. Effective Fall 2013, Co-req 91.103 Accretion 1 Lab.
Co-req: COMP.1030L Comp. 1 Lab.
Computing II focuses on the accomplishing and applications of abstracts structures, including arrays, affiliated lists, stacks, queues, trees, bifold trees, bifold chase trees, heaps, graphs, and assortment tables. Recursive approaches are used. Achievement assay is discussed. Attention is paid to programming style, documentation, and testing. This advance includes all-encompassing chic work. Effective Fall 2013, Co-req: Accretion 2 Lab.
Pre-req: COMP.1010 Accretion I with a B- or better, and COMP.1030L Accretion I Lab, and Co-req: COMP.1040L Accretion II Lab.
This is the lab chic for COMP.1010 Accretion I. This chic charge be taken with COMP.1010 Accretion I in the above semester.
This is a lab chic for 91.102 Accretion II. This chic charge be taken with 91.102 Accretion II in the above semester.
Co-req: Accretion II COMP.1020.
This advance is an addition to architecture attempt of applications (“apps”) that run on adaptable accessories (smart phones and book computers). The advance focuses on software alternation architecture and computational thinking. Acceptance will accretion abstract ability and architecture abilities in these domains by architecture a alternation of apps that run on the Android belvedere appliance MIT App. Inventor software. The advance will additionally accommodate altercation of civic impacts of computing.
This advance is advised to acclimatize admission acceptance to their new University environment. Acceptance will apprentice about the Computer Science field, the affairs at the University, its faculty, and added assets advantageous for success.
Discussions will be conducted on a avant-garde ambit of capacity in the sciences to accustom the apprentice with the programs, procedures, research, and educational opportunities at the University.
An addition to internet technologies and how they bisect with social, political, and bread-and-butter issues. Includes: the history of the internet, how it’s anon managed, how advice is transferred amid servers and clients, collaborative web technologies, chase engines, encryption, agenda rights management, affidavit authorities, phishing and added malware, and aloofness concerns. Acceptance will anatomy a basal website appliance HTML and CSS.
Not for Academic Plan Computer Science (BS).
This advance presents an addition to acquisitive software development appliance the C programming language. The capital account are encapsulation, chic bureaucracy and inheritance, polymorphism, archetype control, abettor overloading, activating anamnesis management, and templates. Additional capacity accommodate the Accepted Template Library (containers and iterators), chic architecture diagrams, and barring handling.
Pre-req: COMP.1020 Accretion ll, and Co-req: COMP.2010L Accretion lll Lab.
This is the lab chic for COMP.2010 Accretion lll. This chic charge be taken with COMP.2010 Accretion lll in the above semester.
Pre-req: COMP.1020 Accretion ll, and Co-req: COMP.2010 Accretion lll.
Presents the alignment and operation of a accepted computer, including arch apprenticeship types, abstracts representation, acclamation modes, affairs control, I/O, accumulation accent programming, including apprenticeship mnemonics, allegorical addresses, assembler directives, arrangement calls, and macros, the acceptance of argument editors, allegorical debuggers, and loaders, and the use of pseudocode in allegorical structured accumulation accent programming.
Pre-req: COMP.1020 Accretion ll, and Co-req: COMP.2030L Accumulation Accent Lab.
This is the lab chic for COMP.2030 Computer Alignment and Accumulation Language. This chic charge be taken with COMP.2030 in the above semester.
Pre-req: COMP.1020 Accretion ll, and Co-req: COMP.2030 Computer Alignment and Accumulation Language.
Advanced C programming, which deepens students’ compassionate of acquisitive assay and design. Basal software engineering attempt and practice, including assignment with APIs. Capacity may accommodate affairs translation, web software, parsing, and approved expressions.
Pre-Req: COMP.2010 Accretion III.
This advance is an addition to C programming, with applications in complete recording technology. Acceptance will abode and assassinate several programs that accomplish operations pertinent to SRT, including manipulating MIDI codes, assuming simple arresting processing functions, processing sampled data, and synthesizing complete algorithmically. Not for computer science majors.
Music majors only.
Special Topics: Complete Cerebration is an interdisciplinary constituent for acceptance at the green akin and aloft that explores the circle of accretion and music. The advance explores the backdrop of sound, agreeable form, non-traditional notation, music programming, the computer as a agreeable instrument, and alive performance. It is co-taught by Music and Computer Science faculty.
This advance introduces acceptance to anterior concepts in cybersecurity. The advance will awning all-encompassing capacity such as addition to networks, aegis vulnerabilities in networking protocols, the confidentiality, candor and availability (CIA) triad, basal cryptography concepts, key management, cryptographic protocols and applied applications of cryptography. For capacity in computer security, this advance will awning an overview of operation systems aegis (particularly Linux), countersign security, admission ascendancy mechanisms, patching, vulnerability analysis, advance detection, auditing, arrangement hardening, virtualization, and aegis policies. For capacity in Arrangement Security, this advance will awning above threats affecting networks such as Denial of Service (DoS), brute-force, awful packets, etc. There will be a high-level overview on arrangement specific attacks such as replay, absorption and MitM and how avant-garde affidavit and advice protocols like SSH and TLS anticipate them. For capacity in appliance security, this advance will overview above threats amore appliance such as Buffer Overflows, Race Conditions, XSS, Injection attacks, etc. and techniques to anticipate them.
Pre-Req: COMP.1020 Accretion II.
This chic introduces acceptance to computer forensics and arrangement forensics, which are two above apparatus of agenda forensics. The chic covers capacity including acknowledged compliance, applicative laws, affidavits, basis account analysis, case law, alternation of custody, agenda Investigations, affidavit of evidence, metadata, appliance basal machines for analysis, how to testify, E-Discovery, HIPAA/FERPA, computer aegis act, Sarbanes – Oxley Act, Gramm – Leach – Bliley Act, Children’s Online Aloofness Protection Act (COPPA), acquittal agenda industry abstracts aegis accepted (PCI D55), state, US and all-embracing standards/Jurisdictions, laws and authorities, US Patriot Act, botheration solving, log-file analysis, cobweb of accessory and arrangement forensics, etc.
Pre-req: COMP.2300 Intro to Computer Security.
Analytical admission to the absorption of programming languages. Description of the arresting appearance of the imperative, functional, logical, and acquisitive programming paradigms in a acceptable metalanguage such as Scheme. Capacity accommodate iteration, recursion, higher-order functions, types, inheritance, unification, bulletin passing, orders of evaluation, and ambit rules. Elementary syntactic and semantic descriptions. Accomplishing of simple interpreters.
Pre-Req: COMP.2010 Accretion III.
A assay of the algebraic foundations of Computer Science. Finite automata and approved languages. Stack Acceptors and Context-Free Languages. Turing Machines, recursive and recursively enumerable sets. Decidability. Complexity. This advance involves no computer programming.
Pre-Req: COMP 1020 Accretion II, and MATH 3220 Discrete Structures II.
Examines the basal anatomic apparatus of a computer arrangement including the CPU, anamnesis systems, and I/O systems. Each of these three areas will be developed in detail with a focus on the arrangement architecture and basal integration. Capacity will accommodate CPU ascendancy and ALU operation, computer timing, abstracts abode and I/O bus activity, acclamation model, programmed and DMA I/O, and apprenticeship sets and micro code.
Pre-Req: EECE 2650 Intro to Logic Design, COMP 1020 Accretion II, COMP 2030 Comp Org & Accumulation Lang or EECE 3170 Microprocessor Syst Des I.
Presents an addition to above operating systems and their components. Capacity accommodate processes, accommodation and synchronization, deadlock, processor allocation, anamnesis management, I/O accessories and book management, and broadcast processing. Techniques in operating arrangement design, implementation, and appraisal will be examined.
Pre-Req: COMP.3050 Computer Architecture.
The Database I and II advance brace provides acceptance with a absolute addition to abstracts modeling, architecture of databases, use of database administration systems for applications, and assay into the architecture of databases. Database I covers relational abstracts models, relational algebra and SQL — The accepted accent for creating, querying, and modifying relational databases.
Pre-Req: COMP.2040 Accretion IV.
Advanced capacity in database systems. The database I and II advance brace provides acceptance with a absolute addition to abstracts modeling, architecture of databases, use of database administration systems for applications, and assay into the architecture of databases. Database II focuses on database architecture with Entity-Relationship (E-R) models. Acceptance architecture and apparatus a web-based database appliance MySQL and PHP.
Pre-Req: 91.309 Database I.
This advance covers a array of capacity on malware analysis, including basal and avant-garde changeless assay and activating analysis, basal machines, accumulation language, about-face engineering tools, anti-reverse engineering techniques, and carapace cipher analysis. Acceptance will be able to administer the techniques to ascertain malware behaviors in binaries and systems.
Pre-req: COMP.2300 Intro to Computer Security.
The advance objectives are to -(1) alternation acceptance on designing, implementing, and evaluating operating systems, action networks, protocols, and casework that are defended from avant-garde threats and attacks and (2) alternation acceptance on assuming aegis and vulnerability assay of the above technologies. The focus will be on awful acclimated protocols such as Defended Carapace (SSH), Remote Desktop Protocol (RDP), Active Directory (AD), Domain Name Arrangement (DNS), Carriage Band Aegis (TLS), Basal Private Arrangement (VPN), OpenID Connect (OID), OAuth, and casework such as email servers and web servers. The overarching ambition is to accept the basal attempt abaft the technologies, what makes these technologies inherently afraid and the accomplish to accomplish them added airy to attacks.
Pre-req: COMP.2300 Intro to Computer Security.
Topics of alternate absorption to the adviser and student(s). (Formerly 91.350).
Pre-req: COMP.3050 Computer Architecture, or permission of instructor.
Specification, design, and accomplishing of a one- or two-semester software action proposed to a administering adroitness member. Projects may be proposed as a one- or two-semester accomplishment based on adroitness approval. A two-semester accomplishment requires consecutive allotment for COMP.4020 Prerequisite: Acceptance charge abide a angle to the administering adroitness member, admission his/her active approval, and avant-garde a archetype of the active angle to administration chairperson
Academic Plan or accessory Computer Science (BS) and Akin Green Standing.
A assiduity of COMP.4010. Acceptance charge abide a angle to the administering adroitness member, admission his/her active approval, and avant-garde a archetype of the active angle to the administration chairperson.
Pre-Req: 91.401 Software Action I.
Development of added adult account in abstracts blazon and structure, with an addition to the affiliation amid abstracts structures and the algorithms they support. Abstracts abstraction. Controlled admission structures. Trees, lists, stacks, queues, graphs, arrays, assortment tables. Algorithm architecture strategies such as bisect and conquer. Elementary techniques for analysis; asymptotic analysis, recursion equations, admiration methods, elementary combinatorial arguments. Examination of botheration areas such as analytic and sorting, and the adumbrated representations and algorithms. The apprentice will use the techniques abstruse in this advance and in antecedent courses to break a cardinal of logically circuitous programming problems appliance pseudocode, with an accent on establishing algebraic definiteness and ciphering time and amplitude complexity.
Pre-Reqs: COMP 1020 Accretion II, MATH 3220 Discrete Structures ll and MATH 3860 Probability & Statistics I.
Includes both admission and practice. A absorption of grammars; blueprint and classes; the adaptation pipeline: lexical analysis, parsing, semantic analysis, cipher bearing and optimization; and syntax-directed translation. Use of automated bearing accoutrement in the absolute assembly of a complete compiler for some language.
Software Engineering is an capital conduct for any computer science major. In this chic you will apprentice abilities that will advice you architecture and anatomy software projects for avant-garde computer science classes This advance provides an addition to analytical techniques for development of software, i.e. , “the Engineering of Software”. Capacity to be discussed accommodate software life-cycle, accumulation coordination, requirements specification, software design, software testing and software maintenance. Accent is accustomed to the development of one circuitous software arrangement and the arrangement affidavit all-important for such a complete software artefact The acceptance will apish the software aeon via a medium-to-large semester-long project.
Pre-Req: COMP.2040 Accretion IV.
Software development methodologies for all-embracing systems. Action organization, action aeon concept, abstracts modeling, structured assay and design, advice hiding, and the use of computer-aided software engineering (CASE) tools. Aggregation projects are required; these accent the design, documentation, and aliment of circuitous software systems. Not accessible to acceptance who accept taken 91.523 Software Engineering I.
Pre-Req: 91.411 Software Engineering I.
This advance provides an addition to axiological concepts in the architecture and accomplishing of computer advice networks, their protocols, and applications. Capacity include: TCP/IP and OSI layered arrangement architectures and associated protocols, appliance layer, arrangement programming API (sockets), transport, congestion, breeze control, routing, addressing, free systems, multicast and articulation layer. Examples will be fatigued primarily from the Internet.
Pre-req: COMP.2030 Accumulation Accent Programming.
A assiduity of 91.413. Capacity accommodate Multimedia Networks, arrangement Management, Arrangement Security, Wireless and Adaptable Networks. Acceptance will clue altercation in IETF committees and assignment in a committed arrangement laboratory. Meets Core Curriculum Capital Acquirements Outcome for Applied & Integrative Acquirements (AIL) and Advice Literacy (IL).
Pre-Req: 91.413 Abstracts Communications I.
Topics include: chase techniques and their properties, including A*; game-playing, including adversarial and academic search; probabilistic reasoning, including Markov Decision Processes and Hidden Markov Models; and accretion learning, including amount abundance and q-learning. Capacity are developed apparently and with programming assignments. The advance includes a student-directed final action and paper.
Co-req: COMP 3010 Alignment of Programming Languages and MATH 3860 Probability and Statistics I.
This anterior abstracts mining advance will accord an overview of the models and algorithms acclimated in abstracts mining, including affiliation rules, classification, and clustering. The advance will advise the admission of these algorithms and acceptance will apprentice how and why the algorithms assignment through computer labs.
Pre-Req: COMP 4200 Artificial Intelligence or COMP 3100 Database II.
This anterior advance gives an overview of apparatus acquirements techniques acclimated in abstracts mining and arrangement acceptance applications. Capacity include: foundations of apparatus learning, including statistical and structural methods; affection assay and selection; parametric and non-parametric classification; supervised and unsupervised learning; use of contextual evidence; clustering, acceptance with strings; baby sample-size problems and applications to ample datasets.
Pre-Reqs: COMP 1020 Accretion II, MATH 3220 Discrete Structures ll and MATH 3860 Probability & Statistics I.
Computer eyes has apparent arresting advance in the aftermost decade, fueled by the accessible availability of ample online angel collections, accelerated advance of computational power, and advances in representations and algorithms. Applications ambit from 3-D arena reconstruction, to beheld Simultaneous Localization and Mapping (SLAM) for robotics, to real-time animal anatomy affectation estimation. This anterior computer eyes advance explores assorted axiological capacity in the area, including the attempt of angel formation, bounded affection analysis, segmentation, multi-view geometry, angel warping and stitching, anatomy from motion, and article recognition.
Pre-req: COMP 1020 Accretion II, MATH 1320 Calculus II, and MATH 3220 Discrete Structures II.
Introduction to cartoon systems and concepts. History of graphics. Addition to hardware, software, and algebraic tools. Cartoon languages and APIs (OpenGL and added acceptable and web-based libraries). Cartoon abstracts structures and algorithms for 2D and 3D clay and viewing. Input, archiving, and affectation architectures.
Pre-Req: COMP.2010 Accretion III.
An avant-garde advance in computer cartoon for acceptance accustomed with basal issues in computer graphics. Details on hidden band and apparent removal. 2D and 3D ambit and apparent generation, rendering, illumination, and blush models, accuracy through attention (ray tracing) and blunder (fractals), avant-garde accouterments architectures, and action and simulation systems.
Pre-Req: 91.427 Computer Cartoon I.
Complete genomic sequences of human, added mammals, and abundant added bacilli are accepted for some time. From aboriginal on, comparisons or analyses of genomic sequences crave aids of computer programming. After abrupt introductions to atomic assay for Computer Science students, the advance will appraise computer algorithms acclimated in bioinformatics problems including arrangement alignment, phylogeny, DNA sequencing, and abstracts analyses.
Pre-Req: COMP.2010 Accretion III.
This advance introduces attempt and techniques abaft accustomed accent processing (NLP), and covers a ample alternative of important automated argument processing tasks. Selected capacity accommodate n-gram accent models, part-of-speech tagging, statistical parsing, chat adroitness disambiguation, abode segmentation, advice extraction, affect analysis, apparatus translation. Quantitative techniques are emphasized, with a focus on applying statistical models to ample collections of text. The advance provides acceptance with a hands-on acquaintance in architecture a abundant NLP appliance of their choice.
Pre-req: 91.422 Apparatus Learning.
An addition to robotics, including laboratory. In the lab, acceptance anatomy and affairs robots. Capacity accommodate sensors, locomotion, deliberative, reactive, and amalgam ascendancy architectures, computer vision, appliance domains, and accepted research.
Pre-req: COMP 1020 Accretion II, or Co-req: EECE 3170 Microprocessor Arrangement Architecture I.
Advanced capacity in robotics, including laboratory. Capacity to be covered accommodate probabilistic methods, including sensor modeling, hidden Markov models, atom filters, localization, and map making. Research-level robots are acclimated in the laboratories.
Pre-req: COMP.1020 Accretion II, or EECE.3170 Microprocessor Arrangement Architecture I and Co-req: MATH.3860 Probability and Statistics I.
Depends on adroitness interest, apprentice demand, and developments in the field.
Junior or Senior Status.
This is a aboriginal advance in the architecture and accomplishing of graphical user interfaces (GUIs) for web-based environments. The advance requires the achievement of several client-side programming projects that are evaluated on architecture and blueprint of the user interface, coding style, and amplitude of documentation. Acceptance apprentice to actualize web pages appliance HTML, CSS, JavaScript, jQuery, and a array of jQuery plugins. Server-side techniques appliance PHP and MySQL are explored if time permits. The advance may be taken on its own, but is advised to be followed by 91.462 to complete a two-course CS action sequence.
Pre-Req: COMP.2010 Accretion III.
A additional advance in the architecture and accomplishing of graphical user interfaces for web-based environments. The advance requires the achievement of a semester-long action done with others as a team. It explores the autograph of a action proposal, the development and presentation of alpha and beta versions, account testing, and a final presentation to an alien audience.
Pre-Req: COMP.4610 GUI Affairs I with C or better, or Spring 2020 brand of “P”.
This is a aboriginal advance in the architecture and accomplishing of adaptable applications. The advance requires the achievement of several Android programming projects that are evaluated on the anatomic correctness, coding style, and documentation. Acceptance apprentice the axiological attempt of Android components, appliance architectures, and accepted Android libraries to actualize non-trivial adaptable applications. The advance may be taken on its own, but is advised to be followed by Adaptable App Programming ll to complete a two-course CS action sequence.
Pre-req: COMP.2040 Accretion lV.
A additional advance in the architecture and accomplishing of adaptable applications on Android platform. The advance requires the achievement of a semester-long action done with others as a team. It explores the autograph of a action proposal, the development and presentation of alpha and beta versions, account testing, and a final presentation to an alien audience.
Pre-req: COMP.4630 Adaptable App Programming l.
The Internet of Things (IoT) has ample appliance domains including healthcare, acute home, retail, manufacturing, agriculture, ecology ecology and automated automation. This advance introduces altered aspect of IoT aegis and aloofness on hardware, software, network, and data. The key objectives include: compassionate IoT frameworks, applications and aegis and aloofness concerns; actuality accustomed with IoT accouterments security; compassionate IoT arrangement security; arrive IoT arrangement security; compassionate the IoT abstracts aegis and privacy.
Pre-req: COMP.2300 Intro to Computer Security.
This advance provides an undergraduate assay acquaintance for Computer Science majors enrolled in the Honors Program. Each apprentice develops a action absorption in appointment with the instructor. The apprentice writes a angle for the project, reads the accordant literature, performs the project, writes a action abode or thesis, and makes an articulate presentation about the project.
Level is Junior or Senior standing.
In this course, acceptance abide and complete the action started in 91.480 Honors Action I.
Pre-Req or Co-Req: 91.480 Honors Action I.
Individual absorption for a apprentice acquisitive added avant-garde or added specialized work. This advance may not be taken added than alert and may not be commissioned for appointed offerings. Prerequisite: Acceptance charge abide a angle to the administering adroitness member, admission his/her active approval, and avant-garde a archetype of the active angle to the administration chairperson.
Supervision of accommodating educational adventures in Computer Science.
Analytical admission to the absorption of programming languages. Description of the arresting appearance of the imperative, functional, logical, and acquisitive programming paradigms in a acceptable metalanguage such as Scheme. Capacity accommodate iteration, recursion, higher-order functions, types, inheritance, unification, bulletin passing, orders of evaluation, and ambit rules. Elementary syntactic and semantic descriptions. Accomplishing of simple interpreters. Note: This advance is for CS alum acceptance defective to accomplish prerequisite requirements. It is not accessible to CS undergraduates after specific permission from the Undergraduate Coordinator.
A assay of the algebraic foundations of Computer Science. Finite automata and approved languages. Stack Acceptors and Context-Free Languages. Turing Machines, recursive and recursively enumerable sets. Decidability. Complexity. This advance involves no computer programming. This advance is for CS alum acceptance defective it to accomplish prerequisite requirements. It is not accessible to CS undergraduates after specific permission from the Undergraduate Coordinator.
Examines the basal anatomic apparatus of a computer arrangement including the CPU, anamnesis systems, and I/O systems. Each of these three areas will be developed in detail with a focus on the arrangement architecture and basal integration. Capacity will accommodate CPU ascendancy and ALU operation, computer timing, abstracts abode and I/O bus activity, acclamation model, programmed and DMA I/O, and apprenticeship sets and micro code. This advance is for CS alum acceptance defective it to accomplish prerequisite requirements. It is not accessible to CS undergraduates after specific permission from the Undergraduate Coordinator.
Presents an addition to above operating systems and their components. Capacity accommodate processes, accommodation and synchronization, deadlock, processor allocation, anamnesis management, I/O accessories and book management, and broadcast processing. Techniques in operating arrangement design, implementation, and appraisal will be examined. This advance is for CS alum acceptance defective it to accomplish prerequisite requirements. It is not accessible to CS undergraduates after specific permission from the Undergraduate Coordinator.
Development of added adult account in abstracts blazon and structure, with an addition to the affiliation amid abstracts structures and the algorithms they support. Abstracts abstraction. Controlled admission structures. Trees, lists, graphs, arrays; algorithms architecture strategies; backtracking, acquisitive storage, bisect and conquer, annex and bound. Elementary techniques for analysis; recursion equations, estimations methods, elementary combinatorial arguments. Examination of botheration areas such as searching, sorting, beeline path, cast and polynomial operations, and the adumbrated representations and algorithms. The apprentice will use the techniques abstruse in this advance and in antecedent courses to break a cardinal of logically circuitous programming problems. This advance is for CS alum acceptance defective it to accomplish prerequisite requirements. It is not accessible to CS undergraduates after specific permission from the Undergraduate Coordinator.
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