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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


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    U

    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Engineering, Generative AI, Anthropic Claude, Responsible AI, ChatGPT, LLM Application, Data Ethics, Artificial Intelligence, Brainstorming, Machine Learning, Deep Learning, Workforce Development, Content Creation, Information Privacy

    4.5
    Rating, 4.5 out of 5 stars
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    182 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Alteryx for Beginners

    Skills you'll gain: Alteryx, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Processing, Data Integration, Data Transformation, Data Presentation, Spreadsheet Software, Data Mapping, Data Analysis, Microsoft Excel, Data Visualization Software, Excel Formulas

    4.3
    Rating, 4.3 out of 5 stars
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    25 reviews

    Beginner · Course · 3 - 6 Months

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    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 2

    Skills you'll gain: Language Competency, Vocabulary, Language Learning, Oral Comprehension

    4.1
    Rating, 4.1 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    AI for Health & Nursing

    Skills you'll gain: Generative AI Agents, Generative AI, Health Informatics, Nurse Education, Clinical Informatics, Clinical Data Management, Healthcare Ethics, Nursing Process, Responsible AI, Nursing, Patient-centered Care, Nursing Practices, Health Care, Artificial Intelligence, Healthcare Industry Knowledge, Artificial Intelligence and Machine Learning (AI/ML), Basic Patient Care, Business Acumen, Physiology, Business

    Intermediate · Course · 1 - 3 Months

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    U

    University of Copenhagen

    Business Models for Innovative Care for Older People

    Skills you'll gain: Gerontology, Competitive Analysis, Design Thinking, Demography, Innovation, Rehabilitation, Intellectual Property, Health Technology, Chronic Diseases, Health Systems, Health Care, Value Propositions, Business Modeling, Business Strategy, Project Management

    4.5
    Rating, 4.5 out of 5 stars
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    231 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Data Scientists

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Data Quality, Data Strategy, Applied Machine Learning, Predictive Modeling, Exploratory Data Analysis, Machine Learning, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    OpenAI for Beginners: AI Assistants for Project Managers

    Skills you'll gain: No-Code Development, Generative AI, AI Product Strategy, Application Deployment, LLM Application, OpenAI, Project Management, Prompt Engineering

    3.6
    Rating, 3.6 out of 5 stars
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    25 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    ChatGPT for Creatives

    Skills you'll gain: Ideation, Prompt Engineering, Storytelling, Creative Thinking, ChatGPT, Creativity, Learning Strategies, Generative AI, Responsible AI, Game Design, Data Ethics, Storyboarding, Animation and Game Design, Artificial Intelligence, Content Creation, Writing

    Intermediate · Course · 1 - 3 Months

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    U

    University of London

    What future for education?

    Skills you'll gain: Learning Theory, Teaching, Human Learning, Pedagogy, Education and Training, Higher Education, Student-Centred Learning, Learning Strategies, Social Sciences, Public Policies, Socioeconomics, Policy Analysis, Cultural Diversity

    4.8
    Rating, 4.8 out of 5 stars
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    884 reviews

    Mixed · Course · 1 - 3 Months

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    Adobe

    Prompting for Generative AI

    Skills you'll gain: Prompt Engineering, Adobe Creative Cloud, Adobe Illustrator, Adobe Photoshop, Graphic and Visual Design, Generative AI, Storytelling, Adobe Premiere, Video Production, Creative Design

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Generative AI for Product Owners

    Skills you'll gain: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Google Gemini, Product Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Product Development, Deep Learning, Machine Learning, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Intermediate · Specialization · 1 - 3 Months

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    U

    University of Colorado System

    Data Science for Marketing

    Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Marketing Effectiveness, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • AI for Knowledge Workers: University of California, Davis
  • Alteryx for Beginners: Packt
  • Mandarin Chinese for Intermediate Learners: Part 2: Shanghai Jiao Tong University
  • AI for Health & Nursing: AI CERTs
  • Business Models for Innovative Care for Older People: University of Copenhagen
  • GenAI for Data Scientists: Coursera
  • OpenAI for Beginners: AI Assistants for Project Managers: Coursera
  • ChatGPT for Creatives: Packt
  • What future for education?: University of London
  • Prompting for Generative AI: Adobe

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