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Computer Science (1), Computer Science (2) - Coggle Diagram

- - - - Core Occupational Skill Set
        
        Programming and Coding
    - - Core Occupational Skill Set
        
        Software Testing and Security
    - - Core Occupational Skill Set
        
        Problem Solving
  - - - Core Occupational Skill Set
        
        Data Analysis
    - - Core Occupational Skill Set
        
        Software Testing and Security
- - - - Medium
        
        Measuring Units Comparison
        Compare common units of measuring storage, throughput, and processing speed.
        Computer Science
        
        Source Code Logic Error Identification
        Identify the logic errors in a computer program's source code.
        Computer Science
  - - - High
        
        Software Fixes Testing
        Test for the proper functioning of software patches and fixes.
        Computer Science
        
        Core Occupational Skill Set
        
        Software Testing and Security
        
        Analyze Data Using Computers
        Analyze data using computers.
        Computer Science
        
        Core Occupational Skill Set
        
        Data Analysis
      - Middle
        
        Use O Notation
        Use O notation to represent the time and space complexity of algorithms.
        Algorithm Analysis
        
        Use O Notation
        Use O notation to represent the complexity of algorithms.
        Algorithm Analysis
        
        Use Parallelism to Speed up Algorithms
        Use parallelism to speed up algorithms.
        Computational Thinking
        
        Use Number Theory
        Use number theory to analyze cryptographic algorithms.
        Number Theory
        
        Use Trial and Error to Test Algorithms
        Use trial and error to test algorithms and find errors.
        Computational Thinking
        
        Use Machine Learning Algorithms
        Use machine learning algorithms.
        Business Intelligence
        
        Streamlining Workflow with AI
        Utilize AI algorithms to automate repetitive administrative tasks and streamline workflow processes.
        Artificial Intelligence (AI)
        
        Use Development Tools To Create And Maintain Software
        Use development tools to create and maintain software.
        Computer Science
        
        Economic Solutions Algorithms
        Write algorithms that create economic solutions for a company through calculation performance, data processing, and automated reasoning.
        Algorithms
        
        Use Decomposition to Break Down Algorithms
        Use decomposition to break down algorithms into smaller steps.
        Computational Thinking
        
        List Sorting
        Write different algorithms for sorting a list.
        Algorithms
        
        Determine The Time And Space Complexity
        Determine the time and space complexity of an algorithm.
        Algorithm Analysis
        
        Recursive Function Writing
        Write recursive functions.
        Algorithms
        
        Determine The Big-O Estimate
        Determine the big-O estimate.
        Algorithm Analysis
        
        Create Algorithms for Information
        Create algorithms to manipulate digital information to improve computer system functionality.
        Computer Science
        
        Design of State Representations for Relevant Information Capture in Reinforcement Learning
        Design state representations that capture relevant information from the conversation to serve as input for reinforcement learning algorithms.
        Artificial Intelligence (AI)
        
        Convert Between Different Bases
        Convert between different bases using O notation.
        Algorithm Analysis
        
        Data System, Network, and Application Design
        Design highly performant data systems, networks, and applications to advance business goals.
        Computer Science
        
        Compare The Efficiency
        Compare the efficiency of two or more algorithms.
        Algorithm Analysis
        
        Parallel Algorithm Design
        Design a parallel algorithm.
        Parallel Computing
        
        Testing Plans
        Classify algorithms according to how their running time grows using Big O notation.
        Agile Software Development
        
        Data Clustering Purpose Description
        Describe the purpose of data clustering.
        Machine Learning Algorithms
        
        Algorithm-Based Machine Learning Model Choosing
        Choose an algorithm-based machine learning model.
        Machine Learning
        
        Describe The Principles Of Object-Oriented Programming
        Describe the principles of object-oriented programming.
        Computer Science
        
        Central Processing Unit (CPU) Speed Evolution Articulation
        Articulate the evolution of central processing unit (CPU) clock speed in microcomputers.
        Computer Science
        
        Describe The Basics Of Computer Programming
        Describe the basics of computer programming.
        Computer Science
        
        Programming Language Differences Articulation
        Articulate the differences between functional and procedural programming languages.
        Computer Science
        
        Describe How Computer Science Is Used To Solve Problems
        Describe how computer science is used to solve problems.
        Computer Science
        
        Data Structure Solution Articulation
        Articulate how various data structures will affect a solution.
        Computer Science
        
        Create Websites
        Create simple websites.
        Computer Science
        
        Artificial Intelligence (AI) Algorithms Application
        Apply various Artificial Intelligence (AI) algorithms in practical scenarios.
        Artificial Intelligence (AI)
        
        Optimize Linear Algorithms
        Optimize linear algorithms by reducing the time complexity.
        Algorithm Analysis
        
        Business Problem Solutions Using Models
        Apply models and algorithms for solving new and unique business problems.
        Algorithms
        
        Perform Basic Computer Concepts
        Perform basic concepts of object-oriented programming, data processing, web design, and operating systems.
        Computer Science
        
        Machine Learning Algorithms Application
        Apply machine learning algorithms
        Artificial Intelligence (AI)
        
        Computational Algorithm Accuracy
        Prove the accuracy of a computational algorithm.
        Computer Science
        
        Complex Mathematical Models and Algorithms in AI Application
        Apply complex mathematical models and algorithms within artificial intelligence (AI) contexts
        Artificial Intelligence (AI)
        
        Computer Hardware Recommendations
        Recommend appropriate computer hardware based upon user needs.
        Computer Science
        
        Advanced Data Structure and Linear Algebra Application
        Apply advanced data structures and linear algebra.
        Computer Science
        
        Select The Most Efficient Linear Algorithm
        Select the most efficient linear algorithm for a given problem.
        Algorithm Analysis
        
        Machine Learning Algorithms for AI Solutions Analysis
        Analyze various machine learning algorithms for artificial intelligence (AI) solutions
        Artificial Intelligence (AI)
        
        Optimizing AI Algorithms for Enhanced Performance
        Optimize artificial intelligence algorithms for enhanced performance.
        Artificial Intelligence (AI)
        
        Trends and Complexity in GPT
        Analyze trends and complexity of GPT deep learning architectures and algorithms.
        Artificial Inteligence (AI)
        
        Algorithm-Based Machine Learning Model Training
        Train an algorithm-based machine learning model.
        Machine Learning
        
        Simple Algorithm Analysis
        Analyze the logic and structure of simple algorithms.
        Algorithms
        
        Troubleshoot Computer Systems
        Troubleshoot computer systems.
        Computer Science
        
        Complex Logic and Structure Analysis
        Analyze the logic and structure of complex algorithms.
        Algorithms
        
        Use Abstraction to Create New Algorithms
        Use abstraction to create new algorithms.
        Computational Thinking
        
        Analyze The Efficiency
        Analyze the efficiency of an algorithm.
        Algorithm Analysis
        
        Use Algorithms
        Use algorithms to solve problems.
        Computational Thinking
        
        Pattern-based Entity Extraction using Rule-based Algorithms
        Extract entities based on specific patterns by implementing rule-based algorithms.
        Artificial Intelligence (AI)
        
        Implemented Algorithm Solutions Identification
        Identify commonly implemented algorithm solutions and algorithm analysis.
        Computer Programming
        
        Machine Learning Algorithm Identification
        Identify machine learning algorithms like decision trees, support vector machines, k-nearest neighbors, and neural networks.
        Artificial Intelligence (AI)
        
        Identify Data Types And Structures Used In Programming
        Identify the different data types and structures used in programming.
        Computer Science
        
        Computer Performance Features Identification
        Identify the features, other than clock frequency, that affect computer performance.
        Computer Science
        
        Parallel Algorithm Implementation
        Implement a parallel algorithm.
        Parallel Computing
        
        Implement Basic Artificial Intelligence Algorithms
        Implement basic artificial intelligence algorithms.
        Artificial Intelligence (AI)
        
        Process Implementation with Complex Algorithms
        Implements processes that include complex algorithms.
        Algorithms
        
        Computer System Functionality Improvements
        Improve computer system functionalities using algorithms.
        Computer Science
        
        Interpret Pseudocode
        Interpret pseudocode.
        Algorithm Analysis
        
        Recursion Explanation
        Explain recursive algorithms.
        Computer Programming
        
        Supervised Learning Explanation
        Explain supervised learning.
        Machine Learning Algorithms
        
        Explain The Basics Of Algorithms And Data Structures
        Explain the basics of algorithms and data structures.
        Computer Science
        
        Explain the Concept of Algorithms and Data Structures
        Explain the concept of algorithms and data structures.
        Programming Literacy
        
        Algorithm Differences Explanation
        Explain the differences between distinct types of algorithms.
        Algorithms
        
        Classification
        Explain complex mathematical models and algorithms.
        Algorithms
        
        Simple Algorithms Explanation
        Explain the logic and structure of simple algorithms.
        Algorithms
        
        Computer Architecture Explanation
        Explain computer architecture, including how computers process data and instructions.
        Computer Science
        
        Unsupervised Learning Explanation
        Explain unsupervised learning.
        Machine Learning Algorithms
        
        Program Central Processing Unit (CPU) Access Explanation
        Explain how programs compete for access to the central processing unit (CPU).
        Computer Science
        
        AI Algorithm Development with OOP
        Develop AI algorithms using Java's object-oriented programming principles.
        Artificial Intelligence (AI)
        
        Optimize System Performance
        Develop algorithms to optimize system performance.
        Computer Engineering
        
        Deep Reinforcement Learning Algorithms for Generative Tasks
        Develop deep reinforcement learning algorithms for generative tasks.
        Artificial Intelligence (AI)
        
        Develop Mobile Applications
        Develop mobile applications.
        Computer Science
        
        Develop Solutions Using Algorithmic Thinking
        Develop solutions using algorithmic thinking.
        Computational Thinking
        
        Explain Basic Computer Science Concepts
        Explain basic computer science concepts.
        Computer Science
        
        Search Algorithms and Techniques Experimentation
        Experiment with search algorithms and techniques to retrieve relevant information.
        Artificial Intelligence (AI)
        
        Program Expansion Demonstration
        Expand programs to use multiple processing units simultaneously.
        Computer Science
        
        Evaluation of Data Structures and Algorithms for Data Retrieval
        Evaluate data structures and algorithms relevant to data retrieval and search.
        Artificial Intelligence (AI)
        
        Image Compression Algorithms Differentiation
        Differentiate image compression algorithms.
        Image Processing
        
        Memory Differentiation
        Differentiate between random access memory (RAM) and read-only memory (ROM) in a computer.
        Computer Science
        
        Operating System Differentiation
        Differentiate between operating systems.
        Computer Science
        
        Central Processing Unit (CPU) Interaction Diagram
        Diagram the interaction of a central processing unit (CPU) with memory and input/output devices in a computer.
        Computer Science
        
        Register Interaction Diagram
        Diagram the interaction between memory and registers in the central processing unit (CPU).
        Computer Science
        
        Program Counter (PC) Interaction Diagram
        Diagram interaction between program and program counter (PC) in the central processing unit (CPU).
        Computer Science
  - - - High
        
        Use Computer Science To Solve Problems
        Use computer science to solve problems.
        Computer Science
        
        Core Occupational Skill Set
        
        Problem Solving
        
        Code In One Programming Language
        Code in at least one programming language.
        Computer Science
        
        Core Occupational Skill Set
        
        Programming and Coding
        
        Protect Computers From Security Threats
        Protect computers from security threats.
        Computer Science
        
        Core Occupational Skill Set
        
        Software Testing and Security
      - Middle
        
        Develop Data-driven Models and Algorithms
        Develop data-driven models and algorithms.
        Data-Driven Decision-Making
        
        Algorithm Performance Impact Interpretation
        Interpret the impacts of various algorithms on performance.
        Computer Science
        
        Describe The Principles Of Human-Computer Interaction
        Describe the principles of human-computer interaction.
        Computer Science
        
        Use Basic Software Development Methodologies
        Use basic software development methodologies.
        Computer Science
        
        Debug Algorithms
        Debug algorithms to find and fix errors.
        Computational Thinking
        
        Scalable Code and Machine Learning Model Creation
        Create highly scalable code and machine learning models to advance business goals.
        Computer Science