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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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    Google Cloud

    Create Image Captioning Models - Português Brasileiro

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

    Advanced · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    IT Fundamentals for Business Profiles: Programming

    Skills you'll gain: Computational Thinking, Programming Principles, Web Development, Code Reusability, Database Management, Object Oriented Programming (OOP), Computational Logic, Information Technology, Information Systems, Maintainability, Relational Databases, Computer Programming, Extensible Markup Language (XML), Algorithms, Other Programming Languages, SQL, Hypertext Markup Language (HTML), Data Structures, Cascading Style Sheets (CSS), Javascript

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Master Dart Programming: Intermediate Control Flow & OOP

    Skills you'll gain: Scalability, Code Reusability, Software Design, Flutter (Software), Computational Logic, Functional Design, Application Development, Application Design, Computer Programming, Automation

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - 简体中文

    Skills you'll gain: Image Analysis, Model Training, Generative AI, Model Evaluation, Generative Model Architectures, Deep Learning, Computer Vision

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Deep Learning: Build & Optimize Neural Networks

    Skills you'll gain: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Image Analysis, Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Jupyter, Model Optimization, Predictive Modeling, Model Training, Machine Learning, Model Evaluation, Data Transformation

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Apply Selenium WebDriver with Java for Web Automation

    Skills you'll gain: Selenium (Software), Test Script Development, Test Automation, Automation, Software Testing, Java, Test Data, Web Scraping, Java Programming, Software Design Patterns, Code Reusability, Maintainability, Object Oriented Programming (OOP), Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Machine Learning with R

    Skills you'll gain: Model Evaluation, Classification Algorithms, R Programming, Apache Spark, Deep Learning, Applied Machine Learning, Data Wrangling, Keras (Neural Network Library), Unsupervised Learning, Model Training, Data Manipulation, Machine Learning Algorithms, R (Software), Apache Hadoop, Data Science, Machine Learning, Tidyverse (R Package), Data Analysis, Bayesian Network, Logistic Regression

    Intermediate · Course · 3 - 6 Months

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    Pragmatic AI Labs

    Big O notation: Python to Rust

    Skills you'll gain: Rust (Programming Language), Algorithms, Performance Tuning, Theoretical Computer Science, Performance Testing, Data Structures, Python Programming, Memory Management, Verification And Validation, Computer Programming Tools

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Optimizing AI Workflows and Deploying Edge Models

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Model Training, AI Workflows, Tensorflow, Dataflow, Performance Tuning, Deep Learning, Dashboard, Data Pipelines, Grafana, Artificial Neural Networks, Data Processing, Resource Utilization, Performance Analysis, Performance Metric, Data Manipulation

    Intermediate · Course · 1 - 3 Months

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    Universidad Nacional Autónoma de México

    Nearshoring: ventaja competitiva regional

    Skills you'll gain: International Finance, Economic Development, Tax Laws, International Relations, Commercial Laws, Strategic Sourcing, Market Opportunities, Transportation, Supply Chain, and Logistics, Competitive Analysis, Strategic Thinking, Economics, Market Trend, Business Strategy, Business Economics, Supply Chain, Commercialization, Price Negotiation, Negotiation, Business Process Improvement, Finance

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Build End-to-End RPA Solutions with UiPath

    Skills you'll gain: Robotic Process Automation, Email Automation, Business Process Automation, Automation, Transaction Processing, Solution Architecture, Web Applications, Software Architecture, Maintainability, Data Import/Export, Data Structures, File Management

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Data Science Concepts Using R

    Skills you'll gain: Data Manipulation, Statistical Analysis, R (Software), Ggplot2, R Programming, Data Wrangling, Data Transformation, Data Visualization Software, Data Science, Applied Machine Learning, Data Preprocessing, Probability & Statistics, Data Analysis, Statistical Modeling, Machine Learning Methods, Regression Analysis, Statistical Software, Data-Driven Decision-Making, Statistical Programming, Machine Learning

    Beginner · Course · 1 - 3 Months

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

  • Create Image Captioning Models - Português Brasileiro: Google Cloud
  • IT Fundamentals for Business Profiles: Programming: Universitat Politècnica de València
  • Master Dart Programming: Intermediate Control Flow & OOP: EDUCBA
  • Create Image Captioning Models - 简体中文: Google Cloud
  • Deep Learning: Build & Optimize Neural Networks: EDUCBA
  • Apply Selenium WebDriver with Java for Web Automation: EDUCBA
  • Machine Learning with R: Packt
  • Big O notation: Python to Rust: Pragmatic AI Labs
  • Optimizing AI Workflows and Deploying Edge Models: Coursera
  • Nearshoring: ventaja competitiva regional: Universidad Nacional Autónoma de México

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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