Satisfies Mathematics Core Requirement
This advance is an introductory-level assay of computer science for non-majors. Acceptance abstraction the actual and bookish sources of the discipline, appraise important problems and the techniques acclimated to break them, and accede their amusing impact. Archetype problems accommodate the representation of advice (such as text, images, audio and video), how computer accouterments and networks work, computer vision, apparatus learning, and cryptography. In adjustment to enhance their compassionate of these topics, acceptance will additionally be accustomed a affable addition to computer programming.
This advance is a affable addition to computer programming for non-majors. Acceptance will apprentice about computers and computer software by alive with a baby claimed robot. Acceptance will apprentice the Python programming language, and address Python programs to ascendancy their robot’s behavior, assay its environment, and accomplish assorted tasks. As we get our robots to do added and more, we apprentice how software is advised and accounting to break absolute problems.
Students enrolling in a area charge annals in a agnate altercation group.
This advance is an addition to the apple of computer programming and some of the axiological concepts of computer science. You will apprentice to address programs in a avant-garde programming language, such as Python or ML. By the end of the advance you will be able to architectonics adequately circuitous programs that do absorbing and advantageous things. You will additionally abstraction some of the basal notions of computer science, including computer arrangement organization, files, and some algorithms of axiological importance. The advance assumes no antecedent programming experience. You may accept in either a Python-based area or an ML-based section. The closing would be an adapted best for you if you are added mathematically inclined. Both sections will adapt you able-bodied for the follow-on advance CSCI 1102.
Prerequisite CSCI 1101
In CSCI 1101 you were alien to the basics of programming. You wrote some about simple programs, and your primary focus was accepting your cipher to work. In this advance you will booty a added adult attending at programming. You will apprentice several advantageous means to adapt abstracts aural a affairs (such as lists, stacks, queues, and trees), some of which are absolutely clever. Anniversary of these abstracts structures has its own advantages and disadvantages, and you will apprentice how to appraise tradeoffs in adjustment to actuate which one is the best for a accurate program. And you will apprentice to anticipate of programming as a two-stage process: The architectonics stage, in which you bulk out what the affairs affliction to be accomplishing and what classes it requires, and the accomplishing stage, in which you actuate which technique(s) should be acclimated to apparatus anniversary chic and address the cipher for it. The advance will use the Java programming language, which will be accomplished at the alpha of the semester.
Description: CSCI 1103 is a acceptable best for acceptance with able backgrounds in mathematics. Acceptance who are borderline about the fit should argue with Professor Muller.This is the ceremoniousness anterior computer science course. The advance is organized about three themes: 1. computation, as a accountable of study, 2. coding, as a accomplishment and 3. computer science, as an addition to the field. The aboriginal bisected of the advance explores ciphering from a simple algebraic perspective. From this point of view, accretion can be accepted as an addendum of basal algebra. Midway through, the advance turns to a machine-oriented view, because accumulator and processor architecture, alteration and mutation-based alliteration idioms. The advance explores a cardinal of axiological algorithms with applications in assorted disciplines. Acceptable affairs architectonics alignment is fatigued throughout. The advance is accomplished appliance the OCaml programming language. Acceptance will be able-bodied able for the follow-on advance CSCI 1102 Computer Science II.
The instructor, Etay Maor, is a computer aegis able at IBM. Last abatement he gave a alternation of breezy lectures to the apprentice ACM group. This advance is an amplification of those themes.
Prerequisite MATH 1101
This is an anterior advance in computer programming for acceptance absorbed after and accurate computation. Accent will be placed on problems fatigued from the sciences. Abounding problems, such as the behavior of circuitous accurate systems, accept no closed-form solution, and computational clay is bare to admission an about solution. The advance discusses altered approximation methods, how to apparatus them as computer programs, and the factors that actuate the accuracy. Capacity accommodate solutions of nonlinear equations, after integration, analytic systems of beeline equations, absurdity optimization, and abstracts visualization. Acceptance will address programs in the MATLAB or Python programming language.
Prerequisite CSCI 1101
This course, calm with CSCI 2244, anatomy a two-semester addition to the algebraic foundations of computer science. Acceptance who auspiciously complete these courses will accept acquired the all-important algebraic accoutrement acclimated in upper-division computer science courses. This advance is anxious with the areas of propositional and assert logic, affidavit techniques, basal cardinal theory, and algebraic models of ciphering (such as academic languages, bound accompaniment machines, and Turing machines). Anniversary affair will be illustrated with applications to assorted areas of computer science, such as designing boolean circuits, satisfiability solvers, database concern languages, proofs of affairs correctness, cryptography, and approved expression-based arrangement matchers.
Prerequisites: CSCI 1101 and MATH 1100
This advance presents the algebraic and computational accoutrement bare to break problems that absorb randomness. For example, an compassionate of randomness allows us to calmly accomplish the actual ample prime numbers bare for advice security, and to accept the abiding behavior of accidental sequences acclimated to rank web chase results. Multidimensional accidental variables accommodate advantageous models for abstracts mining, computer vision, amusing networks, and apparatus learning. Capacity accommodate combinatorics and counting, accidental abstracts and probability, computational clay of randomness, accidental variables and distributions, Bayes rule, aggregate behavior of accidental phenomena, vectors and matrices, and Markov chains. Anniversary affair is illustrated with applications of its use.
Prerequisites; CSCI 1101 or CSCI 1103
Prerequisites: CSCI 1101, ISYS 1157, or equivalent. Crosslisted with ISYS 2257
Database systems comedy a analytical role in the accumulated world. Activities such as adjustment fulfillment, billing, and annual administration depend on the alert availability of the adapted data. The ambition of this advance is to accord you the adeptness and abilities to use databases finer in any business situation. We will assay how to architectonics database tables to accommodated the needs of the company, admission these tables appliance the SQL language, use database arrangement appearance to advance the adeptness of database access, and body a web armpit that enables users to collaborate with a database via a browser.
Crosslisted with ISYS 2267 and SOCY 6670
This interdisciplinary advance will aboriginal investigate the social, political, psychological, ethical, and airy aspects of the Western cultural development with a appropriate accent on accurate and abstruse metaphors and narratives. We will again focus on the abreast world, analytical the appulse of our assorted abstruse creations on cultural directions, autonomous process, the apple of work, affection of life, and abnormally on the appearing meanings for the agreement “citizen” and “ethics” in abreast society. Acceptance will assay technologies in four ample and commutual domains: (1) Computer, Media, Communications, and Advice Technologies; (2) Biotechnology; (3) Globalization; and (4) Environmental Issues.
Prerequisite: CSCI 1102
This advance is anxious with machine-level affairs and abstracts representation on avant-garde computer systems, how the basal arrangement uses these representations (in particular, the arrangement assemblage and anamnesis heap) to abutment the beheading of user code, and the issues associated with the beheading of multi-threaded code. Acceptance additionally apprentice how assorted accomplishing choices can affect the efficiency, reliability, and aegis of a accretion system. This is a hands-on course; programming will be completed in the procedural accent C with comparisons to acquisitive languages such as Java.
Prerequisite: CSCI 1101
This advance studies the centralized alignment of computers and the processing of apparatus instructions. Acceptance will admission a high-level compassionate of how to architectonics a general-purpose computer, starting with simple argumentation gates. Capacity accommodate computer representation of numbers, combinational ambit architectonics (decoders, multiplexers), consecutive ambit architectonics and analysis, anamnesis architectonics (registers and capital memory), and simple processors including abstracts paths, apprenticeship formats, and ascendancy units. CSCI 2272 includes laboratory-based computer accouterments activities in which the acceptance architectonics and body agenda circuits accompanying to the capacity of the course.
Prerequisite: CSCI1101., or agnate addition to CS with programming, and one of MATH 1101 / 1103/ 1105 or an agnate calculus course.
This advance provides an addition to concepts and techniques of computational abstracts clay and inference that can acquaint rational controlling based on data. Capacity accommodate abstracts preprocessing, basal abstracts assay and visualization, elements of anticipation and statistical inference, and predictive and anecdotic modeling, with an addition to apparatus acquirements concepts and approaches as time allows. Programming in Python will be required. Prospective acceptance should additionally be adequate with algebraic characters and acumen at the academy calculus level.
Prerequisites; CSCI 1102
Data can abduction a snapshot of the apple and acquiesce us to accept ourselves and our communities better. With ever-increasing amounts of data, the adeptness to accept and acquaint abstracts is acceptable capital for everyone. Accommodation leverages our beheld acumen to accommodate a able yet attainable way to accomplish faculty of ample and circuitous data. It has been broadly adopted above disciplines, from science and engineering to business and journalism, to activity the glut of advice in our society. In this course, acceptance will apprentice to admission basal adeptness about how to architectonics able visualizations for assay and presentation based on theories and attempt from clear design, perceptual psychology, and cerebral science. Acceptance will additionally apprentice applied abilities about how to rapidly assay and acquaint abstracts appliance Tableau and body alternating accommodation accessories (e.g., articles, tools, and systems) appliance web-based frameworks including D3.js and Vega-Lite.
Prerequisite: CSCI 1102
This advance introduces algorithms and techniques circuitous in representing, animating, and interacting with three-dimensional altar on a computer screen. The advance will absorb cogent programming in Java and OpenGL.
This advance introduces attempt and accepted technologies of multimedia systems. Capacity accommodate multimedia systems design, multimedia accouterments and software, issues in finer representing, processing, and transmitting multimedia abstracts including text, graphics, complete and music, image, and video. Image, video, and audio standards such as JPEG, MPEG, H.26x, Dolby Digital, and AAC will be reviewed. Applications such as video conferencing, video streaming, multimedia abstracts indexing, and retrieval will additionally be introduced.
Prerequisites: CSCI 1102, CSCI 2244
This advance addresses the clay and architectonics of able computational software. Bogus intelligence annual accept played a key role in the development of master-level lath bold players, accustomed accent understanding, self-driving vehicles, and the predictive clay methods acclimated in abstracts mining. Advance capacity accommodate acumen and action, chase techniques such as A* heuristic chase and adversarial search, adeptness representation formalisms including argumentation and probability, and an addition to apparatus learning. Programming assignments will be accustomed throughout the course.
Prerequisites: CSCI 1102, CSCI 2244
Computers are accepting abilities to “see” things aloof like our eyes system. Face acceptance has been anchored in about all the agenda cameras. Car apprehension and tracking accept been acclimated in self-driving vehicles. Avant-garde chase engines are not alone able to acquisition agnate argument patterns but additionally able to chase for agnate altar in huge angel databases. This advance introduces attempt and computational methods of accepting advice from images and videos. Capacity accommodate angel processing, appearance analysis, angel matching, segmentation, 3D projective geometry, article tracking, animal affectation and action, angel retrieval, and article recognition.
Prerequisite: CSCI 1102
This is a project-oriented advance absorption on the development of applications for acute phones and tablets. The advance is currently accomplished appliance Google’s Android platform. The advance will focus on software and user interface design, emphasizing best practices. The advance examines issues arising from the altered characteristics of adaptable ascribe accessories including blow and action input, admission to a microphone, camera, and acclimatization and area awareness. We will additionally assay engineering aspects of targeting baby anamnesis platforms and baby screens. Acceptance will be adapted to architectonics and advance abundant projects by the end of the course.
Prerequisite: CSCI 1102, CSCI 2244
This advance provides an addition to computational mechanisms that advance their achievement based on experience. Apparatus acquirements can be acclimated in engineered systems for a avant-garde array of tasks in alone advice filtering, bloom care, security, games, computer vision, and human-computer interaction, and can accommodate computational models of advice processing in biological and added circuitous systems. Supervised and unsupervised acquirements will be discussed, including sample applications, as able-bodied as specific acquirements paradigms such as accommodation trees, instance-based learning, neural networks and abysmal learning, Bayesian approaches, meta-learning, and clustering. Accepted concepts to be declared accommodate affection amplitude representations, anterior bias, overfitting, and axiological tradeoffs.
Prerequisite: CSCI 1102, CSCI 2244
The ambition of abstracts mining is to ascertain patterns in abstracts that are advisory and useful. This advance provides an overview of the acreage of adeptness assay and abstracts mining, which deals with the semi-automated assay of ample collections of abstracts that appear in contexts alignment from medical informatics and bioinformatics to e-commerce and security. The advance will awning axiological abstracts mining tasks, accordant concepts and techniques from apparatus acquirements and statistics and abstracts mining applications to real-world domains such as e-mail filtering, gene expression, assay of biomedical signals, and artifice detection.
Prerequisite: CSCI 1101
This is a hands-on class advance about the programming of robots. Capacity covered accommodate locomotion, steering, affective an “arm” and “hand,” ambidextrous with acoustic input, articulation synthesis, and planning. Acceptance will complete several projects appliance the robots in the Boston Academy Robotics Laboratory.
Prerequisites; CSCI 1102 and CSCI 2244
In this hands-on course, we abstraction accustomed accent processing (NLP), the subfield of bogus intelligence focused on analyzing, producing, and compassionate animal language. Appliance models and algorithms from academic accent theory, statistics, and apparatus learning, we will assay methods for accepting acumen into the anatomy and acceptation of text. We will administer these methods to tasks such as advice extraction, affect analysis, and apparatus translation. Acceptance will assignment in teams to aggregate abstracts and to apparatus their own NLP applications.
Prerequisite: CSCI 1102
CSCI 1102 alien you to the basal concepts of acquisitive programming: classes, inheritance, and polymorphism. In this course, we attending at acquisitive programming from a college level, and focus on the architectonics of acquisitive software. As an analogy, accede a list—it is a lot easier to accept its operations by cartoon pictures than by attractive at code. Similarly, you will apprentice how to draw pictures to call the architectonics of an acquisitive program. And from these pictures we can advance architectonics rules, such as “separate the archetypal from the view” and “program to interfaces”. We will additionally go over axiological architectonics patterns that accord us a simple way to allocution about circuitous interactions of classes.
Another affinity is the aberration amid an artist and a architectonics contractor. An artist designs the building, and is amenable for its usability, aesthetics, and feasibility. The artist follows the plan, authoritative low-level decisions about anniversary component. Both are professionals, but the artist gets to be added artistic and is generally added awful valued. This advance teaches you how to be a software architect.
Homework assignments will absorb the architectonics of inter-related classes and their accomplishing in Java.
Prerequisite: CSCI 3353
This advance covers automated arrangement development appliance acquisitive techniques. Acceptance will apprentice a methodical access to the development of software and will use this alignment to design, implement, assay and advance Java applications. Acceptance will assignment in teams to advance applications, experiencing the altered roles that are adapted on projects in industry.
Prerequisite: CSCI 1102
This advance will not awning the use of bartering database systems; acceptance absorbed in that affair should accede demography CSCI 2257.
A database arrangement is an amazingly adult allotment of software. It contains (1) a accent interpreter, for processing user queries; (2) concern carbon strategies, for transforming inefficient queries into added able ones; (3) circuitous algorithms for indexing data, to abutment fast access; (4) a abstracted book arrangement from that of the operating system, for managing the deejay efficiently; (5) accretion mechanisms, for ensuring database candor back the arrangement crashes; and (6) an adeptness to handle circumstantial accesses from assorted users. In this advance we appraise the assorted algorithms, abstracts structures, and techniques for implementing these features. And to accomplish these abstract annual concrete, we will additionally appraise the Java antecedent cipher for a real-life database arrangement – aboriginal to see how it works, and again to address our own additions and improvements to it.
The goals of this advance go above the abstraction of database systems principles. The algorithms you apprentice can be acclimated in abounding added systems and applications. And you get to see how a ample software arrangement is structured. The advance requires all-encompassing Java programming. You do not charge acquaintance appliance a bartering database system; you will apprentice all all-important database concepts during the course.
Prerequisite: CSCI 2271
In this advance you will apprentice the above paradigms of broadcast computing, including client-server and peer-to-peer models. We will abstraction how anniversary archetypal addresses the problems of communication, synchronization, performance, fault-tolerance, and security. You will apprentice how to assay the definiteness of broadcast protocols and will be adapted to body broadcast applications.
Prerequisite: CSCI 2271
This advance will accommodate a ample addition to software systems with accent on operating arrangement architectonics and implementation. Its cold is to acquaint acceptance to operating systems with capital focus on ability administration and interfacing issues with accouterments layers. Accurate accent will be accustomed to activity administration (processes, threads, CPU scheduling, synchronization, and deadlock), (virtual) anamnesis administration (segmentation, paging, swapping, caching) with focus on the coaction amid architectural apparatus and software layers. If there is time, we will investigate and altercate these aforementioned issues for broadcast systems. The advance programming assignments will be in Java/C.
Prerequisite: CSCI 2271
This advance studies computer networks and the casework congenital on top of them. Capacity accommodate packet-switch and multi-access networks, acquisition and breeze control, bottleneck ascendancy and quality-of-service, ability sharing, Internet protocols (IP, TCP, BGP), the client-server archetypal and RPC, elements of broadcast systems (naming, security, caching, consistency) and the architectonics of arrangement casework (peer-to-peer networks, book and web servers, agreeable administration networks). Coursework involves a cogent bulk of Java/C programming.
Prerequisite: CSCI 1102, CSCI 2243
Starting with a simple accent of expressions, this advance develops a arrangement of progressively added alive programming languages befitting in apperception the adverse constraints amid the ability of the accent and the claim that it be anxiously and calmly implemented. The advance focuses on these capital concepts and the run-time behavior of programs. Type systems comedy an capital role. By compassionate the concepts the apprentice will be able to appraise the advantages and disadvantages of a accent for a accustomed application.
Prerequisite: CSCI 2271
Compilers are programs that apparatus aerial akin programming languages by advice programs in such languages into apparatus cipher or some added accessible to activity representation. This advance deals with the attempt and techniques acclimated in the architectonics of compilers. Capacity accommodate parsing, changeless analysis, translation, anamnesis management, and cipher optimization. This advance includes a cogent programming project.
Prerequisites: CSCI 2272
This advance discusses accouterments considerations in computer design. Capacity accommodate accouterments description languages, addition and argumentation units, input/output circuits, anamnesis hierarchy, apprenticeship programming and control, abstracts paths, pipelining, processor design, and avant-garde architectonics topics. CSCI 3372 includes laboratory-based computer accouterments activities in which acceptance architectonics and body agenda circuits accompanying to the capacity of the course.
Prerequisites: CSCI 2243 or MATH 2216 or permission of instructor.
When you log assimilate a defended web site, for archetype to pay a bill from your coffer account, you charge to be assured of assertive things: Is your advice private? An eavesdropper should not be able to actuate what advice you and the coffer are exchanging. Does the website you are communicating with absolutely accord to the bank? A third affair should not be able to auspiciously impersonate the bank. Are you you? A third affair should not be able to impersonate you and accomplish payments from your account. Are the letters you and the coffer accept from anniversary added the aforementioned ones that were sent? No one should be able to adapt the letters in alteration after this actuality detected.
Behind the scenes, an amazing alternation of computations takes abode to ensure that these aegis requirements are met. This advance some adult annual from both mathematics and computer science that accomplish it all work. We will activate the advance with a attending at some classical cryptographic systems that were in use afore the appearance of computers, again abstraction avant-garde block ciphers, both the accepted attempt abaft their architecture and use, and some capacity about widely-used systems: the Abstracts Encryption Standard (DES) and Avant-garde Encryption Standard (AES). These are symmetric systems in which the parties allotment some abstruse advice (a key) acclimated for both encryption and decryption. Cryptography was greatly afflicted by the invention, in the backward 1970’s, of asymmetric, or public-key cryptosystems, in which the two parties do not charge to allotment a abstruse in adjustment to acquaint securely. We will abstraction public-key cryptosystems like RSA, cryptographic assortment functions, schemes for agenda signatures, and zero-knowledge identification schemes. We’ll accomplishment the advance attractive at some real-world cryptographic protocols (for example, SSL), added abstract protocols (electronic elections or agenda cash), and some altered annual for the architecture of cryptosystems (quantum cryptography).
Prerequisites: CSCI 1102, CSCI 2243, CSCI 2244
Algorithms are the base of computing, and their abstraction is, in abounding ways, the aspect of computer science. In this advance we abstraction several algorithm-creation techniques, such as “divide and conquer”, “dynamic programming”, and “be greedy”. We shall additionally apprentice algebraic accoutrement to advice us assay the adeptness of our algorithms. These techniques are illustrated by the abstraction of absorbing algorithms of applied importance.
This advance can be taken assorted times for credit. It covers new and added absorbing capacity not included amid the department’s approved advance offerings. Two sections will be offered in bounce 2018, as declared below.
CSCI 3390-01Everyone should apperceive how to architectonics alongside algorithms. Even a laptop or cellphone has assorted CPU cores at our auctioning these days. In this hands-on, project-oriented advance you will apprentice the capital annual of alongside accretion with GPUs. Our focus will be on the CUDA programming language. You will apprentice about GPU architectures, alongside algorithms, CUDA libraries and GPU accretion applications. Prerequisites: CSCI 3383 / 2271 / 2244, and MATH 2210 / 2202, or permission of the instructor.
CSCI 3390-02We will abstraction accustomed accent processing, the subfield of bogus intelligence focused on analyzing, producing, and compassionate animal language. Appliance models and algorithms from academic accent theory, statistics, and apparatus learning, we will assay methods for accepting acumen into the anatomy and acceptation of text. We will administer these methods to tasks such as advice extraction, affect analysis, and apparatus translation. Prerequisite: CSCI 1102.
How To Write A Boolean Expression In Java – How To Write A Boolean Expression In Java
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