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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: New
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    D

    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Convolutional Neural Networks, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference

    Build toward a degree

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    اللغة والمفاهيم التنظيمية

    Skills you'll gain: Product Lifecycle Management, Data Presentation, Data Storytelling, Performance Measurement, Product Management, Business Analytics, Business Strategy, Business Analysis, Competitive Analysis, Organizational Strategy, Accounting, Strategic Thinking, Business Metrics, Management Accounting, Corporate Strategy, Business Intelligence, Marketing, Strategic Marketing, Innovation, Consumer Behaviour

    Beginner · Course · 1 - 3 Months

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    P

    Packt

    Machine Learning with PyTorch and Scikit-Learn

    Skills you'll gain: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Training, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Deep Learning, Generative AI, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Model Optimization, Machine Learning, Artificial Neural Networks, Natural Language Processing, Feature Engineering

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Parallel Computing with MPI

    Skills you'll gain: C and C++, Data Import/Export, C++ (Programming Language), Communication Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    B

    Birla Institute of Technology & Science, Pilani

    Discrete Mathematics for Computer Science and Engineering

    Skills you'll gain: Theoretical Computer Science, Mathematics and Mathematical Modeling, Applied Mathematics, Algorithms, Cryptography, Data Management

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    A

    AI CERTs

    AI Essentials

    Skills you'll gain: Agentic systems, Generative AI Agents, AI literacy, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), AI powered creativity, Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning

    Beginner · Course · 1 - 3 Months

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    V

    Vanderbilt University

    Programming for a Networked World

    Skills you'll gain: Event-Driven Programming, Programming Principles, Computer Programming, Code Reusability, Computational Logic, Distributed Computing, Computer Science, Computational Thinking, Computer Networking, Data Structures, Network Model, Natural Language Processing, Algorithms, Web Services, Problem Solving, Geospatial Information and Technology, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    Universiteit Leiden

    Mind of the Universe - Genetic Privacy: should we be concerned?

    Skills you'll gain: Policy Development, Policy Analysis, Healthcare Ethics, Health Policy, Medical Privacy, Cultural Diversity, Liberal Arts, Ethical Standards And Conduct, Culture, Clinical Research Ethics, Informed Consent, Healthcare Industry Knowledge, Law, Regulation, and Compliance, Biotechnology, Biomedical Technology

    4.1
    Rating, 4.1 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Social Network Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Graph Theory, R (Software), Social Sciences, Statistical Analysis, R Programming, Statistical Software, Sociology, Network Model, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Dependency Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    G

    Google

    Visualize Data

    Skills you'll gain: Correlation Analysis, Web Content Accessibility Guidelines

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Minnesota

    Social Determinants of Health: Planetary Health

    Skills you'll gain: Social Determinants Of Health, Health Disparities, Scatter Plots, Climate Change Programs, Environmental Science, Data Analysis, Health Education, Health Equity, Environmental Issue, Data Literacy, Regression Analysis, Health Promotion, Systems Thinking, Social Impact, Public Health and Disease Prevention, Public Health, Sustainable Development, Health Informatics, Community Organizing, Data Visualization

    Beginner · Course · 1 - 3 Months

  • Status: New
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    P

    Packt

    AI & Quantum Computing – Zero to Expert Bootcamp

    Skills you'll gain: Reinforcement Learning, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Tensorflow, Machine Learning, Quantum computing, Machine Learning Algorithms, Artificial Intelligence, Model Optimization, Artificial Neural Networks, Algorithms, Python Programming

    Intermediate · Course · 1 - 3 Months

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

  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • اللغة والمفاهيم التنظيمية: University of Illinois Urbana-Champaign
  • Machine Learning with PyTorch and Scikit-Learn: Packt
  • Parallel Computing with MPI: University of Colorado Boulder
  • Discrete Mathematics for Computer Science and Engineering: Birla Institute of Technology & Science, Pilani
  • AI Essentials: AI CERTs
  • Programming for a Networked World : Vanderbilt University
  • Mind of the Universe - Genetic Privacy: should we be concerned?: Universiteit Leiden
  • Social Network Analysis: Johns Hopkins University
  • Visualize Data: Google

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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