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Theoretical Computer Science Courses

Theoretical computer science courses can help you learn algorithms, computational complexity, automata theory, and formal languages. You can build skills in problem-solving, mathematical reasoning, and algorithm analysis, that support tackling complex computational tasks. Many courses introduce tools like Python for algorithm implementation, LaTeX for typesetting mathematical documents, and software for simulating automata, allowing you to apply these concepts in practical scenarios.

Popular Theoretical Computer Science Courses and Certifications


  • Status: Free Trial
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    I

    IBM

    Introduction to Deep Learning & Neural Networks with Keras

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Transfer Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Model Optimization, Machine Learning Methods, Image Analysis, Applied Machine Learning, Autoencoders, Model Training, Regression Analysis, Network Architecture, Natural Language Processing, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.1K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    L

    LearnQuest

    Swift 5 iOS Application Developer

    Skills you'll gain: Core Data (Software), iOS Development, Model View Controller, Apple iOS, JSON, Swift Programming, Apple Xcode, Code Review, UI Components, Object Oriented Design, Object Oriented Programming (OOP), Unit Testing, Data Structures, Data Persistence, User Interface (UI), User Interface (UI) Design, Data Store, Application Development, Transaction Processing, Mobile Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    913 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    U

    University of Michigan

    Applied AI: Data Analysis, Workflows, and Decisions

    Skills you'll gain: Decision Making, Systems Thinking, Dealing With Ambiguity, Cost Benefit Analysis, Problem Solving, Decision Support Systems, Resource Allocation, Planning, Return On Investment, Self-Awareness, Goal Setting, Analysis, Record Keeping

    4.4
    Rating, 4.4 out of 5 stars
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    29 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    S

    SAS

    Designing Interactive Reports using SAS Visual Analytics

    Skills you'll gain: Dashboard, SAS (Software), Interactive Data Visualization, Data Visualization, Interactive Design, Data Storytelling, Data Presentation, Analytics, Analytical Skills, Data Sharing

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Product Strategy and Roadmapping

    Skills you'll gain: Product Roadmaps, AI Product Strategy, Technology Roadmaps, Product Strategy, User Story, Product Management, Product Planning, Stakeholder Management, Product Requirements, New Product Development, Stakeholder Engagement, Product Development, Functional Specification, Ideation, Stakeholder Communications, Responsible AI, Requirements Management, Innovation, Market Opportunities, Market Research

    4.8
    Rating, 4.8 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Preview
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    B

    Board Infinity

    Real-Time Dashboards in Python: Streamlit & Live Data

    Skills you'll gain: Real Time Data, Plotly, Dashboard, Dashboard Creation, Live Streaming, Technical Analysis, Data Visualization, Heat Maps, Scalability, Restful API, Pandas (Python Package), Python Programming, UI Components, NumPy, Data Analysis, Application Deployment, Data Persistence, Data Modeling, Event Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Data Analysis Using Python

    Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Plot (Graphics), Data Visualization, Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Processing, Data Wrangling, Data Integration, Data Preprocessing, Data Manipulation, Scatter Plots, NumPy, Exploratory Data Analysis, Data Import/Export, Histogram, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    433 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Symmetric Cryptography

    Skills you'll gain: Data Encryption Standard, Advanced Encryption Standard (AES), Cryptography, Encryption, Key Management, Brute-force attacks, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    285 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Cryptographic Hash and Integrity Protection

    Skills you'll gain: Cryptography, Cryptographic Protocols, Data Integrity, Encryption, Authentications, Data Security, Data Encryption Standard, Advanced Encryption Standard (AES), Digital Communications

    4.5
    Rating, 4.5 out of 5 stars
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    102 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    J

    Jordan University of Science and Technology

    Object Oriented Development using C#

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), Program Development, Software Engineering, C++ (Programming Language), Data Structures, Software Development, Computer Programming, Programming Principles, Java, Query Languages

    3.8
    Rating, 3.8 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Developing Applications with Google Cloud 日本語版

    Skills you'll gain: Prompt Engineering, Application Deployment, Google Cloud Platform, Kubernetes, Cloud Deployment, Cloud-Native Computing, Cloud Applications, Cloud Infrastructure, Cloud Development, Google App Engine, Containerization, Cloud Platforms, Cloud Services, Identity and Access Management, API Gateway, Virtual Machines, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Storage, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    732 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Prompt Engineering for Web Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Debugging, ChatGPT, Token Optimization, Pseudocode, AI literacy, Web Development, Web Development Tools, Artificial Intelligence, Program Development, Web Applications, Software Development, Software Engineering

    4.6
    Rating, 4.6 out of 5 stars
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    123 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular theoretical computer science courses

  • Introduction to Deep Learning & Neural Networks with Keras: IBM
  • Swift 5 iOS Application Developer: LearnQuest
  • Applied AI: Data Analysis, Workflows, and Decisions: University of Michigan
  • Designing Interactive Reports using SAS Visual Analytics: SAS
  • Product Strategy and Roadmapping: Microsoft
  • Real-Time Dashboards in Python: Streamlit & Live Data: Board Infinity
  • Data Analysis Using Python: University of Pennsylvania
  • Symmetric Cryptography: University of Colorado System
  • Cryptographic Hash and Integrity Protection: University of Colorado System
  • Object Oriented Development using C#: Jordan University of Science and Technology

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