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Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


  • Status: Free Trial
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    Arizona State University

    Strategic Thinking for Everyone

    Skills you'll gain: Strategic Thinking, Visionary, Research, Influencing, Strategic Decision-Making, Data Collection, Systems Thinking, Strategic Planning, Proactivity, Negotiation, Business Strategy, Complex Problem Solving, Surveys, Creative Thinking, Scientific Methods, Decision Making, Recognizing Others, Active Listening, Cognitive flexibility, Research Methodologies

    4.5
    Rating, 4.5 out of 5 stars
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    134 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Toronto

    Gender Analytics for Innovation

    Skills you'll gain: Diversity Awareness, Diversity and Inclusion, Innovation, Business Analytics, Analysis, Sociology, Diversity Equity and Inclusion Initiatives, Social Justice, Case Studies, Human Centered Design, Leadership Development, Product Development, Risk Mitigation

    4.8
    Rating, 4.8 out of 5 stars
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    325 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    AI for Creative Work

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, Art History, Creativity, Image Analysis, Prompt Engineering, Ethical Standards And Conduct, Innovation, Risk Management Framework, Environmental Issue, Creative Design, Trustworthiness, Intellectual Property, Problem Solving, Analysis, Experimentation, Leadership, Collaboration

    4.6
    Rating, 4.6 out of 5 stars
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    114 reviews

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Designing for User Experience

    Skills you'll gain: Storyboarding, User Research, Information Architecture, User Experience Design, Persona (User Experience), Design Research, Design Thinking, User Centered Design, Innovation, Creativity

    4.6
    Rating, 4.6 out of 5 stars
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    104 reviews

    Mixed · Course · 1 - 3 Months

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    C

    Coursera

    Financial Statements for Liquidity Insights

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Market Liquidity, Case Studies, Financial Analysis, Cash Flows, Working Capital, Balance Sheet, Data Storytelling, Benchmarking, Financial Modeling, Verbal Communication Skills, Financial Data, Income Statement, Communication, Data Analysis, Performance Analysis, Trend Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    E

    Edureka

    PySpark for Data Science

    Skills you'll gain: PySpark, Data Pipelines, Dashboard, Data Processing, Data Storage Technologies, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Data Storage, Data Transformation, Machine Learning, Deep Learning, Logistic Regression

    2.7
    Rating, 2.7 out of 5 stars
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    11 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    T

    The Linux Foundation

    Linux Tools for Developers

    Skills you'll gain: Bash (Scripting Language), File Systems, Package and Software Management, Linux, Command-Line Interface, Unix Commands, Linux Commands, Shell Script, Scripting, Software Development Tools, File Management, Scripting Languages, Program Development, System Programming, Java, Debugging

    4.6
    Rating, 4.6 out of 5 stars
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    732 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, MLOps (Machine Learning Operations), Classification Algorithms, Applied Machine Learning, Data Visualization, Design Thinking, Web Scraping, Machine Learning Algorithms, Flask (Web Framework), Data Visualization Software, Data Validation, Machine Learning, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    251 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    2

    28DIGITAL

    Marketing Strategy for Entrepreneurs

    Skills you'll gain: Closing (Sales), Cold Calling, Customer Analysis, Sales Process, Target Market, Market Analysis, Marketing, Marketing Strategies, Competitive Analysis, Marketing Planning, Business Marketing, Sales, Growth Strategies, Market Research, Sales Prospecting, Business Development, New Business Development, A/B Testing, Entrepreneurship, Digital Marketing

    4.4
    Rating, 4.4 out of 5 stars
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    158 reviews

    Intermediate · Course · 1 - 3 Months

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    I

    Infosec

    Introduction to Python for Cybersecurity

    Skills you'll gain: MITRE ATT&CK Framework, Cybersecurity, Cyber Threat Intelligence, Cyber Operations, IT Automation, Scripting, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    427 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    D

    Duke University

    Theology for Personal Spiritual Growth

    Skills you'll gain: Storytelling, Trustworthiness, Personal Integrity, Compassion, Ethical Standards And Conduct, Optimism, Aesthetics, Positivity, Growth Mindedness, Resilience, Art History, Liberal Arts, Performing Arts, Teaching, Community Development, Creativity, Self-Awareness, Discussion Facilitation, Music, Leadership

    4.5
    Rating, 4.5 out of 5 stars
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    30 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    N

    Niel Asher Education

    Movement Strategies for Menopause Health

    Skills you'll gain: Rehabilitation, Exercise Therapy, Geriatrics, Physical Therapy, Orthopedics, Athletic Training, Kinesiology, Pain Management, Gynecology, Maternal Health, Physiology, Mindfulness, Clinical Assessment, Health Assessment, Mental Health Therapies

    Intermediate · Course · 1 - 3 Months

Searches related to math for machine learning

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

  • Strategic Thinking for Everyone: Arizona State University
  • Gender Analytics for Innovation: University of Toronto
  • AI for Creative Work: University of Michigan
  • Designing for User Experience: Microsoft
  • Financial Statements for Liquidity Insights: Coursera
  • PySpark for Data Science: Edureka
  • Linux Tools for Developers: The Linux Foundation
  • Python Data Products for Predictive Analytics: University of California San Diego
  • Marketing Strategy for Entrepreneurs: 28DIGITAL
  • Introduction to Python for Cybersecurity : Infosec

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