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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


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    Pearson

    Generative AI for Developers: All you need to know!

    Skills you'll gain: Prompt Engineering, ChatGPT, Responsible AI, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Workflows, Application Development, Business Process Automation, Web Applications, Scripting, Python Programming, Test Script Development, Tool Calling, AI Enablement, Full-Stack Web Development, GitHub, Jupyter

    Intermediate · Specialization · 1 - 4 Weeks

  • G

    Google Cloud

    使用 Vertex AI 和 Flutter 构建生成式 AI 智能体

    Skills you'll gain: Flutter (Software), Gemini, Generative AI Agents, Generative AI, Mobile Development, Google Cloud Platform, Prompt Engineering

    Beginner · Course · 1 - 3 Months

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    Packt

    Using Community Code

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Machine Learning Fundamentals for Java Developers

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Cisco Certified Support Technician IT Support 100-140 Unit 4

    Skills you'll gain: Peripheral Devices, Hardware Troubleshooting, Desktop Support, Computer Hardware, Technical Support, System Requirements, System Configuration, Computer Displays, Issue Tracking, Usability

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    AWS Developer

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon Elastic Compute Cloud, Amazon S3, AWS CloudFormation, Amazon Web Services, Identity and Access Management, Cloud Hosting, AWS Kinesis, Cloud Applications, Amazon DynamoDB, Secure Coding, Cloud Deployment, Command-Line Interface, Cloud Development, Scalability, Microservices, Serverless Computing, Application Programming Interface (API), Data Storage Technologies

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    70+ JavaScript Challenges - Data Structures and Algorithms

    Skills you'll gain: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    University of Pennsylvania

    Data Viz Using Tableau & Presenting With Storytelling

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Tableau Software, Presentations, Interactive Data Visualization, Verbal Communication Skills, Data Analysis, Pivot Tables And Charts, Scatter Plots, Stakeholder Communications, Spatial Analysis, Trend Analysis

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    تحليل البيانات الاستكشافية

    Skills you'll gain: Exploratory Data Analysis, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Plot (Graphics), Statistical Methods, Data Analysis, Unsupervised Learning, Spatial Data Analysis, Dimensionality Reduction, Graphical Tools, Color Theory, Analytics

    Mixed · Course · 1 - 4 Weeks

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    LearnKartS

    AWS Certified Data Engineer Associate Exam Prep

    Skills you'll gain: AWS Kinesis, AWS SageMaker, AWS CloudFormation, Data Quality, Docker (Software), Data Pipelines, AWS Identity and Access Management (IAM), Data Security, Database Systems, Databases, Cloud-Native Computing, Version Control, Apache Spark, Cloud Engineering, Data Modeling, Cloud Security, Data Storage, Network Security, Kubernetes, Data Processing

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Gemini for Application Developers - Deutsch

    Skills you'll gain: Gemini, Generative AI, Google Cloud Platform, Application Development, Prompt Patterns, Code Review, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

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    Lecturio

    Chemistry

    Skills you'll gain: Pharmacology, Chemistry, Biochemistry, Analytical Chemistry, Microbiology, Physics

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI for Developers: All you need to know!: Pearson
  • 使用 Vertex AI 和 Flutter 构建生成式 AI 智能体: Google Cloud
  • Using Community Code: Packt
  • Machine Learning Fundamentals for Java Developers: Board Infinity
  • Cisco Certified Support Technician IT Support 100-140 Unit 4: Pearson
  • AWS Developer: Pearson
  • 70+ JavaScript Challenges - Data Structures and Algorithms: Packt
  • Data Viz Using Tableau & Presenting With Storytelling: University of Pennsylvania
  • تحليل البيانات الاستكشافية: Johns Hopkins University
  • AWS Certified Data Engineer Associate Exam Prep: LearnKartS

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