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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

    Data Science Fundamentals Part 2: Unit 2

    Skills you'll gain: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Deep Learning - Crash Course 2023

    Skills you'll gain: Deep Learning, Tensorflow, Keras (Neural Network Library), Matplotlib, NumPy, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Pandas (Python Package), Data Science, Artificial Intelligence, Machine Learning, Data Manipulation, Regression Analysis

    Beginner · Course · 3 - 6 Months

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    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Data Ethics, Deep Learning, Debugging, Artificial Intelligence, Machine Learning, Bayesian Statistics, Applied Machine Learning, Artificial Neural Networks, Data-Driven Decision-Making, Information Privacy, Case Studies

    Intermediate · 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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    Google Cloud

    Transformer Models and BERT Model - 日本語版

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Artificial Neural Networks, Deep Learning

    Advanced · Course · 1 - 4 Weeks

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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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    DeepLearning.AI

    تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات

    Skills you'll gain: Deep Learning, Tensorflow, Data Processing, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Analysis, Machine Learning, Algorithms, Statistics

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    CCBA Certification Business Analysis Essentials

    Skills you'll gain: Business Analysis, Business Systems Analysis, Stakeholder Engagement, Stakeholder Management, Business Requirements, Requirements Management, Business Process, Business Consulting, Business Strategies, Performance Analysis, Strategic Thinking, Governance, Performance Measurement, Risk Analysis, Business Solutions, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

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    University of Virginia

    Grundlagen der Geschäftsstrategie

    Skills you'll gain: Business Strategy, Competitive Analysis, Strategic Thinking, Business Planning, Market Analysis, Organizational Strategy, Strategic Decision-Making, Market Dynamics, Value Propositions, Communication

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Introduction to CNN Training

    Skills you'll gain: Image Analysis, Keras (Neural Network Library), Computer Vision, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Tensorflow, PyTorch (Machine Learning Library), Python Programming

    Beginner · Course · 1 - 4 Weeks

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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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    Google Cloud

    Transformer Models and BERT Model - בעברית

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Applied Machine Learning, Text Mining, Deep Learning, Artificial Neural Networks

    Advanced · Course · 1 - 4 Weeks

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

  • Data Science Fundamentals Part 2: Unit 2: Pearson
  • Deep Learning - Crash Course 2023: Packt
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • Mindful Digital Art: 5 Prompts for Self Development: Skillshare
  • Transformer Models and BERT Model - 日本語版: Google Cloud
  • AI with Python: Apply & Implement ML Models: EDUCBA
  • تعزيز الشبكات العصبية : ضبط وتحسين مقياس فرط المعلمات : DeepLearning.AI
  • CCBA Certification Business Analysis Essentials: Simplilearn
  • Grundlagen der Geschäftsstrategie: University of Virginia
  • Introduction to CNN Training: Simplilearn

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