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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Creating a Team Culture of Continuous Learning

    Skills you'll gain: Team Performance Management, Systems Thinking, Cognitive flexibility, Team Building, Knowledge Transfer, Innovation, Organizational Development, Organizational Effectiveness, Creative Thinking, Problem Solving, Adaptability, Decision Making, Culture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    190 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Image Analysis, Computer Vision, Data Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Deep Learning: Convolutional Neural Networks with TensorFlow

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Text Mining, Network Architecture, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique

    Étudier en France: French Intermediate course B1-B2

    Skills you'll gain: Language Learning, Intercultural Competence, Oral Comprehension, Grammar, Cultural Diversity, Vocabulary, Higher Education, Oral Expression, Verbal Communication Skills, Formal Learning, Writing

    4.8
    Rating, 4.8 out of 5 stars
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    5.1K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California, Irvine

    Work Smarter, Not Harder: Time Management for Personal & Professional Productivity

    Skills you'll gain: Time Management, Scheduling, Strategic Prioritization, Productivity Software, Professionalism, Planning, Overcoming Obstacles, Communication Strategies, Crisis Management

    4.6
    Rating, 4.6 out of 5 stars
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    17K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Power BI for Beginners: Build your First Report

    Skills you'll gain: Data Transformation, Power BI, Data Manipulation, Data Cleansing, Dashboard, Data Visualization, Data Import/Export, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Data Modeling, Microsoft Power Platform

    4.5
    Rating, 4.5 out of 5 stars
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    162 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    S

    Stanford University

    The AI Awakening: Implications for the Economy and Society

    Skills you'll gain: Generative AI, Workforce Development, OpenAI, Employee Training, Socioeconomics, Digital Transformation, AI Product Strategy, Emerging Technologies, Artificial Intelligence, Responsible AI, Economics

    4.6
    Rating, 4.6 out of 5 stars
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    113 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Skillshare

    AI Video Avatars: Launch Your Automated Social Media Machine

    Skills you'll gain: Animations, ChatGPT, Video Production, Generative AI, Education Software and Technology, Content Creation, AI Personalization, Prompt Engineering, Blogs, Scripting, Augmented and Virtual Reality (AR/VR), Media Production, Persona Development

    3.1
    Rating, 3.1 out of 5 stars
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    7 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Copenhagen

    The Sustainable Development Goals – A global, transdisciplinary vision for the future

    Skills you'll gain: Sustainable Development, Environmental Science, Environmental Policy, Research, Environmental Social And Corporate Governance (ESG), Systems Thinking, Climate Change Mitigation, Policy Analysis, Economics, Governance

    4.8
    Rating, 4.8 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidades Anáhuac

    Deep Learning: Del Concepto a la Práctica

    Skills you'll gain: Artificial Neural Networks, Keras (Neural Network Library), Deep Learning, Tensorflow, Image Analysis, Computer Vision, Machine Learning Methods, Natural Language Processing, Artificial Intelligence, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    Michigan State University

    Write A Feature Length Screenplay For Film Or Television

    Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
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    297 reviews

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Azure: Create a Virtual Machine and Deploy a Web Server

    Skills you'll gain: Virtual Machines, Microsoft Azure, Infrastructure As A Service (IaaS), Cloud Infrastructure, Cloud Computing, Network Security, Web Servers, Network Administration, Remote Access Systems

    4.6
    Rating, 4.6 out of 5 stars
    ·
    217 reviews

    Beginner · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular mathematics for machine learning courses

  • Creating a Team Culture of Continuous Learning: University of Pennsylvania
  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn
  • Deep Learning: Convolutional Neural Networks with TensorFlow: Packt
  • Étudier en France: French Intermediate course B1-B2: École Polytechnique
  • Work Smarter, Not Harder: Time Management for Personal & Professional Productivity: University of California, Irvine
  • Power BI for Beginners: Build your First Report: Coursera
  • The AI Awakening: Implications for the Economy and Society: Stanford University
  • AI Video Avatars: Launch Your Automated Social Media Machine: Skillshare
  • The Sustainable Development Goals – A global, transdisciplinary vision for the future: University of Copenhagen
  • Deep Learning: Del Concepto a la Práctica: Universidades Anáhuac

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