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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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    Simplilearn

    Introduction to CNN Training

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Recommender Systems: An Applied Approach using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Data Preprocessing, Data Manipulation, Applied Machine Learning, Model Deployment, Artificial Neural Networks, Embeddings, Matplotlib

    Intermediate · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Agile, Healthy, and Attractive Organizations

    Skills you'll gain: Business Transformation, Leadership, Organizational Change, Innovation, Adaptability, Business Technologies, Digital Transformation, Organizational Strategy, AI Enablement, Operational Efficiency, Systems Thinking, Change Management, Communication Strategies, Agile Methodology, Decision Making

    Beginner · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Relational Databases

    Skills you'll gain: Relational Databases, Databases, Database Theory, Database Design, Database Management, SQL, Database Architecture and Administration, Query Languages, Data Modeling, Transaction Processing, Data Management, Data Integrity, Data Storage, Performance Tuning, System Design and Implementation, Information Technology, Data Analysis, Information Architecture, Problem Solving, Logical Reasoning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Keras Deep Learning Projects with TensorFlow

    Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib

    Beginner · Specialization · 1 - 3 Months

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    Packt

    AI-900 - Azure AI Fundamentals and Two Practice Tests

    Skills you'll gain: Unsupervised Learning, Responsible AI, Classification Algorithms

    Beginner · Course · 1 - 3 Months

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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, Forecasting, Classification Algorithms, Network Model, Advanced Analytics, Applied Machine Learning, Decision Making, Business Modeling, Team Building, Process Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

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    Coursera

    Power Platform & SPFx: SharePoint Dev Essentials

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, No-Code Development, Workflow Management, Process Improvement, Business Process Automation, Application Development, Decision Making, Design Software, Application Deployment, React.js, Power Electronics, Systems Integration, Governance

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Exam Prep AI-900: Microsoft Certified Azure AI Fundamentals

    Skills you'll gain: Responsible AI, Generative AI, Microsoft Azure, Image Analysis, Computer Vision, OpenAI, Artificial Intelligence, Natural Language Processing, Machine Learning, Prompt Engineering, Data Ethics, Model Evaluation, Deep Learning, Data Science, Data Preprocessing

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    SEO Strategy: Analyze, Apply & Optimize

    Skills you'll gain: Search Engine Optimization, Target Audience, Web Analytics and SEO, Keyword Research, Market Opportunities, Business Strategy, Strategic Thinking, Competitive Analysis, Analysis, Auditing, Business Metrics

    Mixed · Course · 1 - 4 Weeks

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    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Deep Learning, Applied Machine Learning, Network Architecture, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to CNN Training: Simplilearn
  • Recommender Systems: An Applied Approach using Deep Learning: Packt
  • Agile, Healthy, and Attractive Organizations: University of Maryland, College Park
  • Relational Databases: Birla Institute of Technology & Science, Pilani
  • Keras Deep Learning Projects with TensorFlow: EDUCBA
  • AI-900 - Azure AI Fundamentals and Two Practice Tests: Packt
  • Prescriptive Analytics: O.P. Jindal Global University
  • Power Platform & SPFx: SharePoint Dev Essentials: Coursera
  • Exam Prep AI-900: Microsoft Certified Azure AI Fundamentals: Whizlabs
  • Statistics for Data Science with Python: EDUCBA

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