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  • Algorithmic Thinking

Algorithmic Thinking Courses

Algorithmic Thinking courses can help you learn problem-solving techniques, data structures, algorithm design, and complexity analysis. You can build skills in logical reasoning, optimization strategies, and analyzing algorithm efficiency. Many courses introduce tools like Python and R for implementing algorithms, along with frameworks for analyzing data sets and solving computational problems.


Popular Algorithmic Thinking Courses and Certifications


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    Northeastern University

    Machine Learning and Data Analytics Part 2

    Skills you'll gain: Data Mining, Text Mining, Time Series Analysis and Forecasting, Artificial Neural Networks, Statistical Analysis, Supervised Learning, Predictive Modeling, Deep Learning, Big Data, Data Science, Feature Engineering, Classification And Regression Tree (CART), Unsupervised Learning, Regression Analysis, Machine Learning, Algorithms

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Attention Mechanism - Português Brasileiro

    Skills you'll gain: Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Natural Language Processing, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - 한국어

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Generative Model Architectures, Deep Learning, Applied Machine Learning, Natural Language Processing, Artificial Neural Networks

    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

    Encoder-Decoder Architecture - Français

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Generative Model Architectures, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Natural Language Processing

    Advanced · 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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    Google Cloud

    Create Image Captioning Models - Português Brasileiro

    Skills you'll gain: Image Analysis, Generative AI, Deep Learning, Computer Vision, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    Learning Deep Learning: Unit 3

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Image Analysis, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, LLM Application, Computer Vision, Responsible AI, Generative AI, Data Ethics, Multimodal Prompts, Applied Machine Learning, Natural Language Processing, Machine Learning Methods, Artificial Neural Networks, Artificial Intelligence, Application Deployment, Network Model, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 简体中文

    Skills you'll gain: Machine Learning Methods, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Text Mining, Performance Tuning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 繁體中文

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

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - 简体中文

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

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - Bahasa Indonesia

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Generative Model Architectures, Deep Learning, Natural Language Processing, Artificial Neural Networks, Machine Learning Methods

    Advanced · Course · 1 - 4 Weeks

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

  • Machine Learning and Data Analytics Part 2: Northeastern University
  • Attention Mechanism - Português Brasileiro: Google Cloud
  • Encoder-Decoder Architecture - 한국어: Google Cloud
  • Introduction to Transformer Models for NLP: Unit 3: Pearson
  • Encoder-Decoder Architecture - Français: Google Cloud
  • Leading Innovation With Creativity University Certificate: HEC Paris
  • Create Image Captioning Models - Português Brasileiro: Google Cloud
  • Learning Deep Learning: Unit 3: Pearson
  • Attention Mechanism - 简体中文: Google Cloud
  • Attention Mechanism - 繁體中文: Google Cloud

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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Math and Logic
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