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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


  • D

    DeepLearning.AI

    Réseaux neuronaux convolutifs

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Image Analysis, Deep Learning, Transfer Learning, Artificial Neural Networks, Tensorflow, Dimensionality Reduction, Fine-tuning, Model Training, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Excel VBA Macros: Automating Tasks

    Skills you'll gain: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Automation, Business Process Automation, Computer Programming Tools, Microsoft 365, Data Wrangling, Microsoft Office, Spreadsheet Software, Development Environment, Computer Programming, Data Science

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python GUI Calculators with Tkinter: Build & Implement

    Skills you'll gain: Integrated Development Environments, UI Components, User Interface (UI), Jupyter, Development Environment, Application Development, Program Development, Python Programming, Event-Driven Programming, Test Case, Mathematical Software, Interactive Design, Computational Logic

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Kodlayıcı-Kod Çözücü Mimarisi

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Generative Model Architectures, Natural Language Processing, Applied Machine Learning, Deep Learning

    Advanced · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Visión artificial contemporánea

    Skills you'll gain: Computer Vision, Vision Transformer (ViT), Convolutional Neural Networks, Image Analysis, Generative AI, Deep Learning, Generative Model Architectures, Augmented and Virtual Reality (AR/VR), Augmented Reality, Artificial Intelligence and Machine Learning (AI/ML), Autoencoders, Applied Machine Learning, Unsupervised Learning, Machine Learning Methods

    ★ 4.9 (7) · Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    PrEParing: PrEP for Providers and Patients

    Skills you'll gain: Preventative Care, Patient Education And Counseling, Pharmacology, Contraindication, Public Health and Disease Prevention, Drug Interaction, Health Promotion, Primary Care, Health Disparities, Patient Education and Support, Medication Therapy Management, Health Equity, Pharmacotherapy, Clinical Pharmacy, Patient Evaluation, Public Health, Community Health, Health Assessment, Patient Advocacy, Clinical Trials

    ★ 4.7 (150) · Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    PySpark: Apply & Analyze Advanced Data Processing

    Skills you'll gain: PySpark, Apache Spark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Risk Modeling, Data Preprocessing, Unstructured Data, Simulation and Simulation Software, Data Manipulation, Marketing Analytics

    ★ 4.6 (14) · Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Java Control Flow, IDE, and Object-Oriented Programming

    Skills you'll gain: IntelliJ IDEA, Integrated Development Environments, Java Programming, Java, Development Environment, Debugging, Object Oriented Programming (OOP), Programming Principles

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Visualizing Data in the Tidyverse

    Skills you'll gain: Ggplot2, Plot (Graphics), Data Visualization, Statistical Visualization, Data Visualization Software, Exploratory Data Analysis, Data Presentation, R (Software), Tidyverse (R Package), R Programming, Graphing, Data Wrangling, Data Manipulation

    ★ 4.7 (20) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Interactive Statistical Data Visualization 101

    Skills you'll gain: Plotly, Data Visualization, Statistical Visualization, Box Plots, Interactive Data Visualization, Histogram, Statistical Analysis, Data Analysis, Probability

    ★ 4.9 (10) · Beginner · Guided Project · Less Than 2 Hours

  • A

    Accenture

    Understanding Technology and Data

    Skills you'll gain: Data Literacy, Computer Literacy, Microsoft Excel, Data Security, digital literacy, Telecommuting, Data Analysis, Data-Driven Decision-Making, Excel Formulas, Programming Principles, Spreadsheet Software, Web Language, Emerging Technologies, Data Collection, Computer Security Awareness Training, Digital Communications, Scripting Languages, Web Development, Javascript, Python Programming

    ★ 4.6 (33) · Beginner · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Навыки Excel для бизнеса: Основы

    Skills you'll gain: Data Visualization, Microsoft Excel, Spreadsheet Software, Excel Formulas, Data Management, Computer Literacy, Productivity Software, Writing

    ★ 4.6 (25) · Beginner · Course · 1 - 3 Months

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

  • Réseaux neuronaux convolutifs: DeepLearning.AI
  • Excel VBA Macros: Automating Tasks: Logical Operations
  • Python GUI Calculators with Tkinter: Build & Implement: EDUCBA
  • Kodlayıcı-Kod Çözücü Mimarisi: Google Cloud
  • Visión artificial contemporánea: Universidad de los Andes
  • PrEParing: PrEP for Providers and Patients: Johns Hopkins University
  • PySpark: Apply & Analyze Advanced Data Processing: EDUCBA
  • Java Control Flow, IDE, and Object-Oriented Programming: Packt
  • Visualizing Data in the Tidyverse: Johns Hopkins University
  • Interactive Statistical Data Visualization 101: Coursera

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