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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


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    Board Infinity

    Deep Learning: Train Neural Networks and Deploy with Docker

    Skills you'll gain: Model Deployment, Model Training, Deep Learning, PyTorch (Machine Learning Library), Scalability, Docker (Software), MLOps (Machine Learning Operations), Application Deployment, Containerization, Model Evaluation, Artificial Neural Networks, Tensorflow, Network Architecture, Configuration Management, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Market Research: Analyze, Apply & Evaluate

    Skills you'll gain: Market Research, Market Analysis, Business Research, Research Reports, Market Intelligence, Competitive Analysis, Analytical Skills, Case Studies, Report Writing, Analysis, Strategic Decision-Making, Company, Product, and Service Knowledge, Strategic Thinking, Data-Driven Decision-Making, Performance Measurement, Business Strategy, Goal Setting

    Mixed · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Building Tech Products that Customers Love

    Skills you'll gain: Product Strategy, Product Management, Prototyping, Product Development, New Product Development, Technical Product Management, Stakeholder Engagement, Team Oriented, Stakeholder Management, Design and Product, Design Thinking, Team Management, Product Design, Continuous Delivery, Organizational Structure, Cross-Functional Team Leadership, Design Strategies, Design, Customer Service, Design Specifications

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Drive Product Success with Data Decisions

    Skills you'll gain: Data-Driven Decision-Making, Prioritization, Business Writing, Strategic Decision-Making, Report Writing, Strategic Prioritization, Data Storytelling, Business Priorities, Data Analysis, Product Roadmaps, Writing, Strategic Thinking, Decision Making, Analytical Skills, Strategic Communication, Risk Analysis, Product Improvement, Resource Allocation, Trend Analysis, Project Estimation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - בעברית

    Skills you'll gain: Model Training, Image Analysis, Generative Model Architectures, Deep Learning, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Object-Oriented Programming to Build Organograms

    Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), C and C++, Object Oriented Design, Software Visualization, Diagram Design, Program Development, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica del Perú

    Diseñar con Conciencia: Innovación Artesanal desde los Saberes Ancestrales

    Skills you'll gain: Sustainable Development, Recognizing Others, Innovation, Ethical Standards And Conduct, Community Outreach, Cultural Sensitivity, Design, Creativity, Creative Thinking, Culture, Cultural Diversity, Collaboration

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Image Classification with Keras: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Model Optimization, Model Training, Fine-tuning, Computer Vision, Deep Learning, Data Preprocessing, Jupyter

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Accelerate Model Training with PyTorch 2.X

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Training, Distributed Computing, Data Pipelines, Performance Tuning, Deep Learning, AI Workflows, Scalability, LLM Application, Memory Management, Hardware Architecture, Machine Learning

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Analyze and Apply Deep Learning for Computer Vision

    Skills you'll gain: Computer Vision, Image Analysis, Convolutional Neural Networks, Transfer Learning, Deep Learning, Generative AI, Generative Model Architectures, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Recurrent Neural Networks (RNNs), Applied Machine Learning, Feature Engineering, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    Aplicaciones de la Teoría de Grafos a la vida real I

    Skills you'll gain: Graph Theory, Mathematical Modeling, Graphing, Applied Mathematics, Algorithms, Graphical Tools, Network Analysis, Network Model, Social Network Analysis, Operations Research, Network Routing, Data Visualization Software, Computer Networking

    Beginner · Course · 1 - 3 Months

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

  • Deep Learning: Train Neural Networks and Deploy with Docker: Board Infinity
  • Market Research: Analyze, Apply & Evaluate: EDUCBA
  • Building Tech Products that Customers Love: John Wiley & Sons
  • Drive Product Success with Data Decisions: Coursera
  • Probabilistic Graphical Models: A Compact Introduction: Coursera
  • Create Image Captioning Models - בעברית: Google Cloud
  • Apply Object-Oriented Programming to Build Organograms: EDUCBA
  • Diseñar con Conciencia: Innovación Artesanal desde los Saberes Ancestrales: Pontificia Universidad Católica del Perú
  • Image Classification with Keras: Build & Optimize: EDUCBA
  • Accelerate Model Training with PyTorch 2.X: Packt

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)

Other topics to explore

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