Associate Degree in Machine Learning

One Choice, Infinite Horizons

Program Overview

The Machine Learning program focuses on designing and implementing algorithms that enable computers to learn from data. Students learn to develop predictive models and intelligent systems, applying machine learning techniques to solve real-world problems and enhance technological capabilities.

Courses offered in Associate Degree in MACHINE LEARNING

Module 1

  • Course Name

  • Credit Hours

  • Introduction to the Humanities

    The course explores philosophic and artistic heritage of humanity expressed through a historical perspective on visual arts, music, and literature. Topics include myth, literature, art, music, television, cinema, and the theater. Also discussed are provocative issues in the humanities - religion, morality, happiness, death, freedom, and controversies in the arts.

  • 6 Credits

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  • Social and Cultural Geography

    Social and Cultural Geography considers why geography matters to the analysis and understanding social relations, cultural identity and social inequality. Course examines how social life is structured at a variety of scales with respect to ethnicity, industries, services, urban patterns, and resources of world as a whole.

  • 6 Credits

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  • English Composition

    English Composition provides you with rhetorical foundations that prepare them for academic and professional writing. You will learn the strategies and processes that successful writers employ as you work to accomplish specific purposes. You will develop skills in writing unified, coherent, well-developed essays using correct grammar and effective sentence structure.

  • 6 Credits

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  • College Algebra

    College Algebra provides an overview of the fundamental concepts of algebra: an understanding of the general concepts of relation and function; and the ability to solve practical problems using algebra.

  • 6 Credits

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  • World Religions

    World Religions course offers the broadest coverage of world religions as they exist today; helping you understand the ideology behind the many religions that strive today. While it is impossible to cover all religions, it does cover those of the vast majority of people.

  • 6 Credits

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  • Ethics

    Evenly balanced between theory and applications, this course shows you how to establish an ethical theory and how to apply it to a range of specific moral issues. This course examines ethical problems in such areas as mercy killing, personal relations, business, sexuality, medicine, and the environment.

  • 6 Credits

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  • Art Appreciation

    This course introduces the origins and historical development of art. Emphasis is placed on the relationship of design principles to various art forms including but not limited to sculpture, painting, and architecture. Upon completion, you should be able to identify and analyze a variety of artistic styles, periods, and media.

  • 6 Credits

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  • Pre-Calculus

    This course provides the mathematical foundation for an introductory calculus course. In addition to a brief review of basic algebra, the course covers equations and inequalities; functions, models, and graphs; polynomial and rational functions; exponential and logarithmic functions; trigonometric functions; and trigonometric identities and equations.

  • 6 Credits

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  • Human Biology

    This course is an introductory study of the human body, including the basic structure and function of the major organ systems (nervous, endocrine, circulatory, reproductive, etc.) and the effects of diet, exercise, stress and environmental change on human health.

  • 6 Credits

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  • World History

    World History course present the big picture, to facilitate comparison and assessment of change, and to highlight major developments in world's history. This course emphasizes the global interactions of major civilizations so that you can compare and assess changes in the patterns of interaction and the impact of global forces.

  • 6 Credits

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Module 2
Module 3

Program Overview

  • Eligibility Criteria
    High School Diploma, GED Or Equiv. International Education

  • Credit Hours
    96 Hours

  • Courses Offered
    16

  • Course Duration
    1 Year (Self-Paced) Program

  • Estimated Fee
    $21,120

Technical Foundation And Programming Proficiency:

The College of Computer Science is designed to establish a strong technical foundation and proficiency in programming. Students start by building a solid understanding of computer science fundamentals and gain hands-on experience in coding and software development. This technical base prepares students for a successful career in the ever-evolving world of technology.

Industry Connections And Tech Community Involvement:

Beyond the classroom, our Computer Sciences program places a significant emphasis on fostering industry connections and involvement in the tech community. Students have opportunities to participate in hackathons, tech conferences, and internships with leading tech companies. These experiences not only enhance their technical skills but also provide valuable insights into the tech industry.

Global Tech Innovation And Collaborations:

The College of Computer Science at Brookwood University is committed to fostering global tech innovation and promoting collaborative ventures. Our curriculum incorporates international perspectives in technology and encourages students to work on projects with global reach. Additionally, we offer study abroad programs and collaborate with tech professionals from around the world, enabling students to gain a global perspective on computer sciences.

Introduction to the Humanities

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    The art of thinking critically.
    Apollonian reason, dionysian intuition.
    Myth.
  In Section 2 of this course you will cover these topics:
    Literature.
    Art.
  In Section 3 of this exam you will be evaluated on below listed topics:
    Music.
    The theater.
  In Section 4 of this course you will cover these topics:
    The musical stage.
    Television.
  In Section 5 of this course you will cover these topics:
    The cinema.
    Religion.
    Happiness.
    Morality.
    Life and death.

Social and Cultural Geography

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Mash-ups using google maps hand-held navigation devices
  In Section 2 of this course you will cover these topics:
    Mexican perspectives on undocumented immigration
  In Section 3 of this exam you will be evaluated on below listed topics:
    Building barriers in the middle east
  In Section 4 of this course you will cover these topics:
    Using air photos to make the case for war applying the concept of scale to war in iraq
  In Section 5 of this course you will cover these topics:
    Wal-mart in china
    Locating car parts plants
    Market segmentation

English Composition

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Writing to learn
    Critical thinking, reading, and viewing.
    Preparing.
  In Section 2 of this course you will cover these topics:
    Composing.
    Rewriting.
    Formulating arguments.
  In Section 3 of this exam you will be evaluated on below listed topics:
    Using the internet for research
    Evaluating electronic and print sources.
    Apa documentation format.
  In Section 4 of this course you will cover these topics:
    Cms and cse formats.
    Writing in the disciplines
    Writing in the humanities.
  In Section 5 of this course you will cover these topics:
    Writing in the natural sciences.
    Writing in the social sciences
    Design principles

College Algebra

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Review of the real number system
    Linear equations, inequalities, and applications
  In Section 2 of this course you will cover these topics:
    Graphs, linear equations, and functions
  In Section 3 of this exam you will be evaluated on below listed topics:
    Systems of linear equations
  In Section 4 of this course you will cover these topics:
    Exponents, polynomials, and polynomial functions
    Factoring
    Rational expressions and functions
    Roots, radicals, and root functions
  In Section 5 of this course you will cover these topics:
    Quadratic equations and inequalities
    Additional graphs of functions and relations
    Inverse, exponential, and logarithmic functions
    Polynomial and rational functions
    Conic sections and systems of inequalities
    Further topics in algebra

World Religions

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Characteristics of basic religions
    Native american religions
  In Section 2 of this course you will cover these topics:
    African religions
    Hinduism
  In Section 3 of this exam you will be evaluated on below listed topics:
    Jainism
    Buddhism
  In Section 4 of this course you will cover these topics:
    Sikhism
    Chinese religions
  In Section 5 of this course you will cover these topics:
    Shinto
    Zoroastrianism
    Judaism
    Christianity
    Islam

Ethics

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    What is morality?
    Consequentialist -teleological- theories of morality
    Nonconsequentialist -deontological- theories of morality
  In Section 2 of this course you will cover these topics:
    Virtue ethics
    Absolutism versus relativism
    Freedom versus determinism
  In Section 3 of this exam you will be evaluated on below listed topics:
    Reward and punishment
    Setting up a moral system: basic assumptions and basic principles
    The taking of human life
  In Section 4 of this course you will cover these topics:
    Allowing someone to die, mercy death, and mercy killing
    Abortion
    Lying, cheating, breaking promises, and stealing
  In Section 5 of this course you will cover these topics:
    Morality, marriage, and human sexuality
    Bioethicsethical issues in medicine
    Business and media ethics
    Environmental ethics

Art Appreciation

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Understanding art
    Visual elements
    Organizing principles of design
  In Section 2 of this course you will cover these topics:
    Drawing
    Painting
    Printmaking
  In Section 3 of this exam you will be evaluated on below listed topics:
    Graphic design
    Photography and filmmaking
    Digital art
  In Section 4 of this course you will cover these topics:
    Sculpture
    Crafts
    Product and clothing design
  In Section 5 of this course you will cover these topics:
    Architecture
    Designed settings
    Historical styles in western art
    Understanding art on all levels

Pre-Calculus

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Graphs
    Function and models
  In Section 2 of this course you will cover these topics:
    Polynomial and rational functions
    Exponential and logarithmic function
  In Section 3 of this exam you will be evaluated on below listed topics:
    Trigonomatic function
  In Section 4 of this course you will cover these topics:
    Analytic trigonometry
    Polar coordinates; vectors
    Analytic geometry
  In Section 5 of this course you will cover these topics:
    Systems of equations and inequalities
    Sequences; induction; the bionomial theorem

Human Biology

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Why study biology?
    Basics of biology, anatomy, and physiology.
    Determinism, biology, culture, and the ecological perspective.
  In Section 2 of this course you will cover these topics:
    Biological development and the human lifespan.
    Genetics, evolution, and human behavior.
    Human biology and intellect.
    The human genome project.
  In Section 3 of this exam you will be evaluated on below listed topics:
    The biology of disability, health, illness, and treatment.
    Biology and mental illness
  In Section 4 of this course you will cover these topics:
    Biological elements of drugs, alcohol, and tobacco
    Human sexuality and sexual orientation.
    The biology of aging.
  In Section 5 of this course you will cover these topics:
    Public health and biology.
    Critical thinking and human biology

World History

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    From human prehistory to the rise of agriculture
    Early civilization
    Nomadic societies
    Classical civilization: china
  In Section 2 of this course you will cover these topics:
    Classical civilization: india
    Classical civilization in the mediterranean: persia, greece and rome
    The classical period: directions, diversities, and declines by 500 c.e.
    The rise of islam: civilization in the middle east
  In Section 3 of this exam you will be evaluated on below listed topics:
    India and southeast asia under the impact of islam
    Africa and islam
    East european civilization: byzantium and russia
    Western civilization: the middle ages
  In Section 4 of this course you will cover these topics:
    The spread of east asian civilization
    Centers of civilization in the americas
    The mongol interlude and the end of the postclassical period
    The west and the world: discovery, colonization, and trade
    Western civilization changes shape in the early modern centuries
  In Section 5 of this course you will cover these topics:
    The rise of eastern europe
    The ottoman and mughal empires
    East asia: vital trends in politics and trade
    The first industrial revolution: western society, 17801914
    World economy and western imperialism: africa and south asia
    The settler societies: the west on frontiers
    The development of latin american civilization
    The middle east and china in the imperialist century
    Russia and japan: industrialization outside the west
    World war i and the end of an era
    The west in the contemporary period
    Eastern european civilization
    East asia in the 20th- 22nd centuries
    India and southeast asia

Introduction to Computing

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Identifying types of computers
    Identifying computer hardware components and their functions
    Evaluating, purchasing, and maintaining computer equipment
    Identifying software and hardware interaction and types of software
  In Section 2 of this course you will cover these topics:
    Identifying operating system functions
    Using windows
    Taking a tour of windows applications
    Creating and editing files
  In Section 3 of this exam you will be evaluated on below listed topics:
    Formatting text and performing common printing functions
    Using graphic tools
    Working with tables
    Using outline, track changes, and language tools
  In Section 4 of this course you will cover these topics:
    Working with text and numbers in a spreadsheet
    Using formulas, functions, and charts
    Creating and delivering presentations
    Identifying network fundamentals
  In Section 5 of this course you will cover these topics:
    Identifying the relationships between computer networks, telephone networks, and the internet
    Understanding e-mail
    Identifying how to use e-mail
    Identifying information sources on the internet
    Using a web browser and searching the internet
    Identifying how computers are used at work, school, and home
    Using computers and the internet safely, legally, ethically, and responsibly

Introduction to programming

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Getting started with alice
    Program design and implementation
  In Section 2 of this course you will cover these topics:
    Programming: putting together the pieces
    Classes, objects, methods, and parameters
  In Section 3 of this exam you will be evaluated on below listed topics:
    Interaction: events and event handling
    Functions and if/else
  In Section 4 of this course you will cover these topics:
    Repetition: definite and indefinite loops
    Repetition: recursion
  In Section 5 of this course you will cover these topics:
    Lists and list processing
    Variables and revisiting inheritance

Essentials of computer science

Topics Covered in This Course:
  In Section 1 of this course you will cover these topics:
    Introduction
    Data storage
  In Section 2 of this course you will cover these topics:
    Data manipulation
    Operating systems
  In Section 3 of this exam you will be evaluated on below listed topics:
    Networking and the internet
    Algorithms
    Programming languages
  In Section 4 of this course you will cover these topics:
    Software engineering
    Data abstractions
  In Section 5 of this course you will cover these topics:
    Database systems
    Artificial intelligence

Fundamentals of Machine Learning

Topics Covered in This Course:
  In Section 1 Principles of Machine Learning of this course you will cover these topics:
  • Core Concepts and Definitions
  • Machine Learning Frameworks
  • Role of Data Scientists
  In Section 2 Supervised Learning Techniques of this course you will cover these topics:
  • Advanced Supervised Learning Algorithms
  • Model Training and Validation
  • Performance Metrics for Supervised Learning
  In Section 3 Unsupervised Learning Techniques of this course you will cover these topics:
  • Advanced Unsupervised Learning Algorithms
  • Model Training and Validation
  • Performance Metrics for Unsupervised Learning
  In Section 4 Neural Networks and Deep Learning of this course you will cover these topics:
  • Deep Learning Fundamentals
  • Training Deep Neural Networks
  • Evaluating Deep Learning Models
  In Section 5 Applications of Machine Learning of this course you will cover these topics:
  • Natural Language Processing
  • Computer Vision
  • Predictive Analytics

Introduction to Machine Learning

Topics Covered in This Course:
  In Section 1 Overview of Machine Learning of this course you will cover these topics:
  • Introduction to Machine Learning
  • History and Evolution of Machine Learning
  • Key Components of Machine Learning
  In Section 2 Supervised Learning Basics of this course you will cover these topics:
  • Fundamentals of Supervised Learning
  • Common Algorithms in Supervised Learning
  • Evaluating Supervised Models
  In Section 3 Unsupervised Learning Basics of this course you will cover these topics:
  • Fundamentals of Unsupervised Learning
  • Common Algorithms in Unsupervised Learning
  • Evaluating Unsupervised Models
  In Section 4 Introduction to Neural Networks of this course you will cover these topics:
  • Basics of Neural Networks
  • Types of Neural Networks
  • Applications of Neural Networks
  In Section 5 Applications of Machine Learning of this course you will cover these topics:
  • Machine Learning in Different Industries
  • Benefits of Machine Learning
  • Real-World Applications

Machine Learning Principles

Topics Covered in This Course:
  In Section 1 Algorithm Development in Machine Learning of this course you will cover these topics:
  • Developing Machine Learning Algorithms
  • Optimizing Algorithm Performance
  • Implementing Machine Learning Models
  In Section 2 Model Optimization Techniques of this course you will cover these topics:
  • Hyperparameter Tuning
  • Model Selection and Evaluation
  • Overfitting and Underfitting
  In Section 3 Neural Networks and Advanced Learning of this course you will cover these topics:
  • Advanced Neural Network Architectures
  • Training and Optimizing Deep Learning Models
  • Transfer Learning and Pre-trained Models
  In Section 4 Practical Applications of Machine Learning of this course you will cover these topics:
  • Real-World Machine Learning Projects
  • Implementing Machine Learning Solutions
  • Case Studies in Machine Learning
  In Section 5 Ethics and Fairness in Machine Learning of this course you will cover these topics:
  • Addressing Bias in Machine Learning
  • Ensuring Fairness and Transparency
  • Ethical Considerations in Model Development
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Course Details