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  • Algorithmic Thinking

Algorithmic Thinking Courses

Algorithmic Thinking courses can help you learn problem-solving techniques, data structures, algorithm design, and complexity analysis. You can build skills in logical reasoning, optimization strategies, and analyzing algorithm efficiency. Many courses introduce tools like Python and R for implementing algorithms, along with frameworks for analyzing data sets and solving computational problems.

Popular Algorithmic Thinking Courses and Certifications


  • Status: Free
    Free
    C

    Coursera

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms, Data Transformation

    3.9
    Rating, 3.9 out of 5 stars
    ·
    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Marketing Analysts: Innovate Marketing Strategies

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Google Analytics, Campaign Management, Generative AI, Responsible AI, Customer Analysis, Marketing Automation, Performance Analysis, Customer Insights, Data Ethics, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Data Science Ethics with R

    Skills you'll gain: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Data Storytelling, Ethical Standards And Conduct, Data Science, Data Collection, Personally Identifiable Information, Information Privacy, Machine Learning, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Game-Theoretic Solution Concept with Spreadsheets

    Skills you'll gain: Game Theory, Strategic Decision-Making, Strategic Thinking, Decision Making, Operations Research, Competitive Analysis, Spreadsheet Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    66 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Virginia Darden School Foundation

    The Strategist's Challenge

    Skills you'll gain: Strategic Thinking, Business Strategy, Competitive Analysis, Business Strategies, Strategic Decision-Making, Corporate Strategy, Competitive Intelligence, Organizational Strategy, Market Analysis, Business Analysis, Value Propositions, Case Studies, Company, Product, and Service Knowledge, Market Dynamics, Market Opportunities, Asset Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced PyTorch Techniques and Applications

    Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Generative Adversarial Networks (GANs), Vision Transformer (ViT), Deep Learning, Generative Model Architectures, Graph Theory, Dimensionality Reduction, Network Model, Unsupervised Learning, Model Optimization, Embeddings, Artificial Neural Networks, Machine Learning Methods, Supervised Learning, Model Evaluation, Model Training, Model Deployment, Flask (Web Framework)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    32 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Teamwork and Creativity

    Skills you'll gain: Creative Thinking, Creativity, Ideation, Creative Problem-Solving, Brainstorming, Persuasive Communication, Cognitive flexibility, Teamwork, Team Oriented, Influencing, Communication, Team Collaboration, Communication Strategies, Collaboration, Storytelling, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    65 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Generative Model Architectures, MLOps (Machine Learning Operations), Large Language Modeling, Model Optimization, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks, Embeddings, Computer Vision

    4.9
    Rating, 4.9 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Health Data Science Foundation

    Skills you'll gain: Health Informatics, Machine Learning Methods, Deep Learning, Machine Learning, Machine Learning Algorithms, Health Care, Artificial Neural Networks, Applied Machine Learning, Supervised Learning, Model Evaluation, Medical Science and Research, Unsupervised Learning, Convolutional Neural Networks, Program Development

    3.1
    Rating, 3.1 out of 5 stars
    ·
    30 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    STARWEAVER

    Gen AI For Sustainability

    Skills you'll gain: Responsible AI, Sustainable Development, Social Impact, Data Ethics, Sustainable Business, Generative AI, Sustainable Systems, Corporate Sustainability, AI literacy, Diversity Equity and Inclusion Initiatives, Sustainability Reporting, Diversity and Inclusion, Artificial Intelligence, Environmental Social And Corporate Governance (ESG), Business Ethics, Climate Change Mitigation, Environmental Issue, Problem Solving, Content Strategy

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    Indian Institute for Human Settlements

    Reimagining Education for Equity

    Skills you'll gain: Childhood Education and Development, Social Justice, Child Development, Community Development, Working With Children, Education and Training, Diversity Awareness, Community Outreach, Cultural Responsiveness, Socioeconomics, Higher Education, Pedagogy, Sustainable Development, Cultural Diversity, Social Impact, Teaching, Student-Centred Learning, Curriculum Development, Diversity Equity and Inclusion Initiatives, Critical Thinking

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    ODS y sostenibilidad: una mirada desde los colegios

    Skills you'll gain: Sustainable Development, Environmental Issue, Education and Training, Environment, Pedagogy, Curriculum Development, Instructional and Curriculum Design, Teaching, Student Engagement, Systems Thinking, Case Studies, Community Development, Instructional Strategies, Culture

    4.9
    Rating, 4.9 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular algorithmic thinking courses

  • Facial Expression Recognition with PyTorch: Coursera
  • GenAI for Marketing Analysts: Innovate Marketing Strategies: Coursera
  • Data Science Ethics with R: Duke University
  • Game-Theoretic Solution Concept with Spreadsheets: Coursera
  • The Strategist's Challenge: University of Virginia Darden School Foundation
  • Advanced PyTorch Techniques and Applications: Packt
  • Teamwork and Creativity: University of Illinois Urbana-Champaign
  • PyTorch: Advanced Architectures and Deployment: DeepLearning.AI
  • Health Data Science Foundation: University of Illinois Urbana-Champaign
  • Gen AI For Sustainability: STARWEAVER

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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