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  • 機器學習基石上 Machine Learning Foundations Mathematical Foundations

Results for "機器學習基石上 (machine learning foundations)---mathematical foundations"


  • Status: New
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    Saïd Business School, University of Oxford

    AI Foundations for Business Professionals

    Skills you'll gain: Prompt Engineering, Generative AI, Agentic systems, Responsible AI, Artificial Neural Networks, Data Ethics, Governance, Artificial Intelligence, LLM Application, ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Compliance Management, AI Product Strategy, Data Governance, Enterprise Risk Management (ERM), Large Language Modeling, Business Ethics, Risk Management, Machine Learning, Project Management

    4.8
    Rating, 4.8 out of 5 stars
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    187 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado System

    Mathematical Foundations for Cryptography

    Skills you'll gain: Cryptography, Arithmetic, Algorithms, Applied Mathematics, Probability, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
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    331 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Machine Learning with Scikit-learn, PyTorch & Hugging Face

    Skills you'll gain: Generative AI, Supervised Learning, Generative Model Architectures, Unsupervised Learning, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Machine Learning Algorithms, OpenAI, Feature Engineering, Data Ethics, Dimensionality Reduction, MLOps (Machine Learning Operations), Machine Learning, Multimodal Prompts, Data Processing, Network Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    12 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Dassault Systèmes

    SOLIDWORKS Foundations: Sketching and Extrusion

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Drafting and Engineering Design, Engineering Drawings, 3D Modeling, Mechanical Engineering

    4.6
    Rating, 4.6 out of 5 stars
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    90 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Programming Foundations with JavaScript, HTML and CSS

    Skills you'll gain: User Interface (UI), Computational Thinking, HTML and CSS, Interactive Design, Web Development, Web Design, Javascript, Event-Driven Programming, Computer Programming, Algorithms, Image Analysis, Web Applications, Cascading Style Sheets (CSS)

    4.6
    Rating, 4.6 out of 5 stars
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    15K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Scikit-Learn For Machine Learning Classification Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    18 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Build a Machine Learning Web App with Streamlit and Python

    Skills you'll gain: Machine Learning Algorithms, Data Visualization, Dashboard, Interactive Data Visualization, Data Visualization Software, Data Presentation, Machine Learning, Scikit Learn (Machine Learning Library), Web Applications, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)

    4.7
    Rating, 4.7 out of 5 stars
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    413 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Yale University

    Moral Foundations of Politics

    Skills you'll gain: Political Sciences, Policy Analysis, Social Justice, Economics, Policy, and Social Studies, Social Sciences, European History, Law, Regulation, and Compliance, Governance, Ethical Standards And Conduct, Socioeconomics, Economics

    4.9
    Rating, 4.9 out of 5 stars
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    6.1K reviews

    Mixed · Course · 1 - 3 Months

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    Stanford University

    Introduction to Mathematical Thinking

    Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Deductive Reasoning, Logical Reasoning

    4.8
    Rating, 4.8 out of 5 stars
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    3K reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Cambridge

    Foundations of Finance

    Skills you'll gain: Cash Flow Forecasting, Financial Reporting, Cash Flows, Finance, Financial Management, Financial Acumen, Financial Planning, Financial Statements, Risk Management, Return On Investment, Business Risk Management, Investment Management, Business Ethics, Stakeholder Management

    4.6
    Rating, 4.6 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 3 Months

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    Commonwealth Education Trust

    Foundations of Teaching for Learning: Being a Teacher

    Skills you'll gain: Pedagogy, Communication Strategies, Teaching, Instructional Strategies, Course Development, Student Engagement, Working With Children, Professional Development, Self-Awareness, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Applied Machine Learning, Embedded Systems, Data Processing, Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Data Analysis, Feature Engineering, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
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    745 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular 機器學習基石上 (machine learning foundations)---mathematical foundations courses

  • AI Foundations for Business Professionals: Saïd Business School, University of Oxford
  • Mathematical Foundations for Cryptography: University of Colorado System
  • Machine Learning with Scikit-learn, PyTorch & Hugging Face: Coursera
  • SOLIDWORKS Foundations: Sketching and Extrusion: Dassault Systèmes
  • Programming Foundations with JavaScript, HTML and CSS: Duke University
  • Scikit-Learn For Machine Learning Classification Problems: Coursera
  • Build a Machine Learning Web App with Streamlit and Python: Coursera
  • Moral Foundations of Politics : Yale University
  • Introduction to Mathematical Thinking: Stanford University
  • Foundations of Finance: University of Cambridge

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