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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

    Deep Learning - Recurrent Neural Networks with TensorFlow

    Skills you'll gain: Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Text Mining, Artificial Neural Networks, Predictive Analytics, Data Science, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Machine Learning, Classification And Regression Tree (CART)

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    النماذج المتعاقبة

    Skills you'll gain: Deep Learning, Natural Language Processing, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Machine Learning Methods, Time Series Analysis and Forecasting, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    NLP – Embeddings & Text Preprocessing in Python

    Skills you'll gain: Text Mining, Data Processing, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Unstructured Data, Deep Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Development Environment, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    MonoGame Development: Design, Build & Animate Games

    Skills you'll gain: Computer Graphics, 3D Assets, Video Game Development, Game Design, C# (Programming Language), Animations, Cross Platform Development, Object Oriented Programming (OOP), Program Development, Software Installation, Debugging, Computational Logic

    Mixed · Course · 1 - 3 Months

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    DeepLearning.AI

    TensorFlow を使った畳み込みニューラルネットワーク

    Skills you'll gain: Tensorflow, Image Analysis, Computer Vision, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Visualization (Computer Graphics), Supervised Learning, Data Processing

    Intermediate · Course · 1 - 4 Weeks

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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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    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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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 3

    Skills you'll gain: Large Language Modeling, Generative Model Architectures, Multimodal Prompts, Prompt Engineering, Deep Learning, Application Deployment, Reinforcement Learning, Image Analysis, Performance Tuning, Computer Vision

    Intermediate · Course · 1 - 4 Weeks

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    Universitat Autònoma de Barcelona

    Enseignement supérieur et entrepreneuriat

    Skills you'll gain: Creativity, Innovation, Higher Education, Student-Centred Learning, Entrepreneurship, Professional Development, Training and Development, Training Programs, Collaboration, Project Design, Problem Solving, New Business Development

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master Machine Learning with TensorFlow: Basics to Advanced

    Skills you'll gain: Tensorflow, Scikit Learn (Machine Learning Library), Machine Learning, Feature Engineering, Deep Learning, Matplotlib, Jupyter, Python Programming, Data Processing, NumPy, Data Cleansing, Image Analysis, Artificial Neural Networks, Seaborn, Development Environment, Pandas (Python Package), Regression Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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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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In summary, here are 10 of our most popular computational thinking courses

  • Deep Learning - Recurrent Neural Networks with TensorFlow: Packt
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • النماذج المتعاقبة: DeepLearning.AI
  • NLP – Embeddings & Text Preprocessing in Python: Packt
  • MonoGame Development: Design, Build & Animate Games: EDUCBA
  • TensorFlow を使った畳み込みニューラルネットワーク: DeepLearning.AI
  • Transformer Models and BERT Model - בעברית: Google Cloud
  • AI with Python: Apply & Implement ML Models: EDUCBA
  • Quick Start Guide to Large Language Models (LLMs): Unit 3: Pearson
  • Enseignement supérieur et entrepreneuriat: Universitat Autònoma de Barcelona

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