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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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    Packt

    Advanced RNN Concepts and Projects

    Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Data Analysis, Data Processing

    Advanced · Course · 1 - 3 Months

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    Scrum Alliance

    Coaching for Change: Making Agility Work

    Skills you'll gain: Coaching, Employee Coaching, Organizational Change, Agile Project Management, Business Transformation, Organizational Strategy, Agile Methodology, Organizational Effectiveness, Organizational Leadership, Strategic Leadership, Culture Transformation, Business Leadership, Team Leadership, Cross-Functional Team Leadership, Cross-Functional Collaboration, Leadership, Leadership and Management, Team Management, Organizational Structure, Business Strategy

    Beginner · Course · 1 - 3 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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    EDUCBA

    Deep Learning with R: Build & Predict Neural Networks

    Skills you'll gain: Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Programming, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Performance Testing, Data Cleansing

    Mixed · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Emerging Technologies & Digital Business

    Skills you'll gain: Emerging Technologies, Technology Strategies, Cybersecurity, Digital Transformation, Internet Of Things, Cloud Computing, Business Transformation, Digital Marketing, Business Strategy, Blockchain, Artificial Intelligence, Real Time Data, E-Commerce

    Build toward a degree

    Mixed · Course · 3 - 6 Months

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    EDUCBA

    AI with Python: Apply & Implement ML Models

    Skills you'll gain: Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Data Manipulation, Data Cleansing, Jupyter, Feature Engineering, Python Programming, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Matplotlib, Supervised Learning, Exploratory Data Analysis, Unsupervised Learning, Statistical Analysis

    Mixed · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Microsoft Excel, Business Analytics, Operations Research, Mathematical Modeling, Analytical Skills, Business Analysis, Forecasting, Network Model, Advanced Analytics, Applied Machine Learning, Decision Making, Team Building, Process Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

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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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    Skillshare

    Mindful Digital Art: 5 Prompts for Self Development

    Skills you'll gain: Mindfulness, Personal Development, Self-Awareness, Growth Mindedness, Creativity, Digital Design, Graphical Tools, Color Theory, Creative Thinking, Storytelling, Design Elements And Principles, Design Software, Adobe Creative Cloud

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Complete Carbon Programming Course

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Experience Essentials: Unlocking the UX Process with Miro

    Skills you'll gain: User Experience Design, User Centered Design, Prototyping, Wireframing, User Research, Design Thinking, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    70+ JavaScript Challenges - Data Structures and Algorithms

    Skills you'll gain: Graph Theory, Javascript, Pseudocode, Programming Principles, Computer Science, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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

  • Advanced RNN Concepts and Projects: Packt
  • Coaching for Change: Making Agility Work: Scrum Alliance
  • Data Mining for Smart Cities: IIT Roorkee
  • Deep Learning with R: Build & Predict Neural Networks: EDUCBA
  • Emerging Technologies & Digital Business: O.P. Jindal Global University
  • AI with Python: Apply & Implement ML Models: EDUCBA
  • Prescriptive Analytics: O.P. Jindal Global University
  • Create Image Captioning Models - Español: Google Cloud
  • Mindful Digital Art: 5 Prompts for Self Development: Skillshare
  • The Complete Carbon Programming Course: Packt

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