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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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    Northeastern University

    Machine Learning with Small Data Part 1

    Skills you'll gain: Small Data, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Unsupervised Learning, Tensorflow, Machine Learning, Generative AI, Data Synthesis, Supervised Learning, Artificial Intelligence, Computer Vision

    Mixed · Course · 1 - 3 Months

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    Packt

    Advanced Machine Learning, Big Data, and Deep Learning

    Skills you'll gain: Apache Spark, Keras (Neural Network Library), Deep Learning, Tensorflow, A/B Testing, Big Data, Data Ethics, Applied Machine Learning, Data Processing, Machine Learning Software, Artificial Neural Networks, Machine Learning Algorithms, Data Cleansing, Machine Learning, MLOps (Machine Learning Operations), Artificial Intelligence, Supervised Learning, Statistical Hypothesis Testing, Dimensionality Reduction, Reinforcement Learning

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Java Servlets Case Study - Online Admission Process

    Skills you'll gain: PostgreSQL, Java, Java Platform Enterprise Edition (J2EE), Application Servers, Database Design, Databases, Application Design, Back-End Web Development, Web Applications, Javascript, Secure Coding, Data Validation, Payment Systems, Document Management, Authentications, Verification And Validation, File Management

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    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Network Architecture, Performance Tuning, Matplotlib, Jupyter, NumPy

    Advanced · Course · 3 - 6 Months

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    IIT Roorkee

    Data Mining for Smart Cities

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Anomaly Detection, Data Mining, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Processing, Pandas (Python Package), Big Data, Data Cleansing, Data Science, Data Visualization, Python Programming, Data Manipulation, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Transformer Models and BERT Model - Bahasa Indonesia

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Generative Model Architectures, LLM Application, Deep Learning

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: MLOps (Machine Learning Operations), Large Language Modeling, Computer Vision, Image Analysis, Natural Language Processing, Application Deployment, Deep Learning, Cloud Hosting, Restful API

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - Español

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

    Advanced · Course · 1 - 4 Weeks

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    Simplilearn

    Generative AI in Product Development Training

    Skills you'll gain: AI Product Strategy, Generative AI, New Product Development, Product Development, Product Lifecycle Management, Marketing Materials, Product Roadmaps, Go To Market Strategy, ChatGPT, Product Improvement, Technology Roadmaps, User Feedback, Competitive Analysis, Market Research, Strategic Thinking, Market Intelligence

    Beginner · Course · 1 - 4 Weeks

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    HEC Paris

    Leading Innovation With Creativity University Certificate

    Skills you'll gain: Design Thinking, Active Listening, Organizational Structure, Innovation, Creativity, Creative Thinking, Talent Management, Self-Awareness, Entrepreneurship, Consumer Behaviour, Organizational Effectiveness, Creative Problem-Solving, Systems Thinking, Leadership, Strategic Thinking, Organizational Strategy, Ideation, Business Strategy, Emotional Intelligence, Technology Strategies

    University Certificate · 6 - 12 Months

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    Northeastern University

    Machine Learning with Small Data Part 2

    Skills you'll gain: Generative AI, Applied Machine Learning, Small Data, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Graphics, Machine Learning, Image Analysis, Data Synthesis, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Modeling, Mathematical Modeling

    Mixed · Course · 1 - 3 Months

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

  • Machine Learning with Small Data Part 1: Northeastern University
  • Advanced Machine Learning, Big Data, and Deep Learning: Packt
  • Java Servlets Case Study - Online Admission Process: EDUCBA
  • Advanced Generative Adversarial Networks (GANs): Packt
  • Data Mining for Smart Cities: IIT Roorkee
  • Transformer Models and BERT Model - Bahasa Indonesia: Google Cloud
  • Introduction to Transformer Models for NLP: Unit 3: Pearson
  • Create Image Captioning Models - Español: Google Cloud
  • Generative AI in Product Development Training: Simplilearn
  • Leading Innovation With Creativity University Certificate: HEC Paris

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