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  • Computational Thinking

Computational Thinking Courses

Computational thinking courses can help you learn problem decomposition, pattern recognition, algorithmic design, and abstraction techniques. You can build skills in logical reasoning, data analysis, and effective solution development across various applications, from programming to data science. Many courses introduce tools like Python, Scratch, and various simulation software, demonstrating how these skills can be applied to solve complex problems in fields such as artificial intelligence, robotics, and software development.


Popular Computational Thinking Courses and Certifications


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    Pearson

    Learning Deep Learning: Unit 3

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Image Analysis, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, LLM Application, Computer Vision, Responsible AI, Generative AI, Data Ethics, Multimodal Prompts, Applied Machine Learning, Natural Language Processing, Machine Learning Methods, Artificial Neural Networks, Artificial Intelligence, Application Deployment, Network Model, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Machine Learning with Implementation in Java

    Skills you'll gain: Java, Java Programming, Apache Spark, Applied Machine Learning, Deep Learning, Data Processing, Application Deployment, Natural Language Processing, Data Cleansing, Machine Learning Algorithms, Machine Learning, Feature Engineering, Data Transformation, Scalability, Artificial Neural Networks, Regression Analysis, Interoperability

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - 简体中文

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

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 简体中文

    Skills you'll gain: Machine Learning Methods, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Text Mining, Performance Tuning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    PL-400 Exam Preparation & Capstone: Real-World Projects

    Skills you'll gain: Application Lifecycle Management, Microsoft Power Platform, Integration Testing, Application Development, DevOps, Application Deployment, Database Design, Usability Testing, Development Testing, User Acceptance Testing (UAT), Microsoft Azure, Platform As A Service (PaaS), Solution Design, Scenario Testing, Microsoft 365, Simulations, User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Machine Learning and Data Analytics Part 2

    Skills you'll gain: Text Mining, Data Mining, Time Series Analysis and Forecasting, Big Data, Artificial Neural Networks, Trend Analysis, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Statistical Analysis, Forecasting, Advanced Analytics, Deep Learning, Predictive Analytics, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Statistical Learning for Engineering Part 1

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Statistical Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Probability & Statistics, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

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    Packt

    Wild Leadership: Adaptability, Resilience, & Teamwork

    Skills you'll gain: Teamwork, Team Building, Leadership, Adaptability, Strategic Leadership, Resilience, Professional Development, Diversity and Inclusion, Productivity, Decision Making, Personal Development, Business, Problem Solving, Self-Awareness, Change Management

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Create Image Captioning Models - Bahasa Indonesia

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

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - 繁體中文

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

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Generative KI: Grundlegende Konzepte

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Data Modeling, Artificial Intelligence, Large Language Modeling, Business Intelligence, Deep Learning, Machine Learning, Unstructured Data

    Beginner · Course · 1 - 4 Weeks

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    H2O.ai

    H2O Hydrogen Torch Starter Course

    Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Computer Vision, Artificial Neural Networks, Predictive Modeling, Exploratory Data Analysis, Performance Tuning

    Beginner · Course · 1 - 3 Months

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

  • Learning Deep Learning: Unit 3: Pearson
  • Machine Learning with Implementation in Java: Board Infinity
  • Encoder-Decoder Architecture - 简体中文: Google Cloud
  • Attention Mechanism - 简体中文: Google Cloud
  • PL-400 Exam Preparation & Capstone: Real-World Projects: Board Infinity
  • Machine Learning and Data Analytics Part 2: Northeastern University
  • Statistical Learning for Engineering Part 1: Northeastern University
  • Wild Leadership: Adaptability, Resilience, & Teamwork: Packt
  • Create Image Captioning Models - Bahasa Indonesia: Google Cloud
  • Encoder-Decoder Architecture - 繁體中文: Google Cloud

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