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  • Math For Machine Learning

Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


  • Status: Preview
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    U

    University of Michigan

    Using Public Policy for Social Change

    Skills you'll gain: Policy Analysis, Policy Development, Social Justice, Advocacy, Public Policies, Political Sciences, Health Policy, Social and Human Services, Social Impact, Economics, Policy, and Social Studies, Program Evaluation, Public Administration, Diversity Equity and Inclusion Initiatives, Research, Problem Solving

    4.9
    Rating, 4.9 out of 5 stars
    ·
    175 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    H

    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, AI Enablement, Generative AI, Web Applications, Artificial Intelligence, Data Processing, Prompt Engineering, Agentic systems, Application Development, Application Programming Interface (API), Automation

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Curso Completo de Deep Learning

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Machine Learning, Data Preprocessing, Model Evaluation

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Fundamentals of Digital Design for VLSI Chip Design

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Application Specific Integrated Circuits, Computational Logic, Computer Architecture, Hardware Design, Electronic Hardware, Electronics Engineering, Electronics, Theoretical Computer Science, Programmable Logic Controllers, Microarchitecture, Electronic Systems, Semiconductors, Electronic Components, Data Storage, Data Storage Technologies

    4.5
    Rating, 4.5 out of 5 stars
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    125 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Support Interactive Learning with Genially

    Skills you'll gain: Interactive Learning, Education Software and Technology, End User Training and Support, Virtual Environment

    4.9
    Rating, 4.9 out of 5 stars
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    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    U

    University of Illinois Urbana-Champaign

    Ubiquitous Learning and Instructional Technologies

    Skills you'll gain: Education Software and Technology, Digital pedagogy, Instructional Strategies, Computer Science, Interactive Design, Emerging Technologies, Collaborative Software, Artificial Intelligence, Innovation

    4.6
    Rating, 4.6 out of 5 stars
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    72 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Brand Management: Strategies for a Strong Brand

    Skills you'll gain: Brand Management, Brand Strategy, Brand Awareness, Branding, Brand Marketing, Brand Loyalty, Marketing Analytics, Marketing Management, Data-Driven Decision-Making, Business Analytics, Sustainable Business, Governance, Stakeholder Engagement, Storytelling, Growth Strategies, Innovation, Customer Engagement, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    187 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Pennsylvania

    AI in Education: Leveraging ChatGPT for Teaching

    Skills you'll gain: Prompt Engineering, Data Ethics, ChatGPT, Responsible AI, AI Personalization, Student Engagement, Generative AI Agents, Generative AI, Ethical Standards And Conduct, Education Software and Technology, Artificial Intelligence, Digital pedagogy, Teaching, Instructional Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    277 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Supply Chain Management: A Learning Perspective

    Skills you'll gain: New Product Development, Supply Chain, Supply Chain Management, Supply Chain Planning, Quality Management, Logistics Management, Supplier Management, Inventory Management System, Corporate Sustainability, Coordination, Value Propositions, Operational Efficiency, Continuous Improvement Process, Consumer Behaviour

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Mixed · Course · 1 - 3 Months

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    Y

    Yale University

    The Science of Well-Being for Parents

    Skills you'll gain: Stress Management, Mindfulness, Parent Communication, Time Management, Emotional Intelligence, Productivity, Personal Development, Self-Awareness, Child Development, Positive Behavior Support, Resilience, Family Support, Health Technology

    5
    Rating, 5 out of 5 stars
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    97 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Deep Learning - Crash Course 2023

    Skills you'll gain: Deep Learning, Tensorflow, Keras (Neural Network Library), Matplotlib, NumPy, Artificial Neural Networks, Python Programming, Pandas (Python Package), Data Science, Artificial Intelligence, Data Preprocessing, Machine Learning, Data Manipulation, Model Evaluation, Classification Algorithms

    Beginner · Course · 3 - 6 Months

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

  • Using Public Policy for Social Change: University of Michigan
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • H2O GPTe Learning Path: H2O.ai
  • Curso Completo de Deep Learning: Coursera
  • Fundamentals of Digital Design for VLSI Chip Design: L&T EduTech
  • Support Interactive Learning with Genially: Coursera
  • Ubiquitous Learning and Instructional Technologies: University of Illinois Urbana-Champaign
  • Brand Management: Strategies for a Strong Brand: Coursera
  • AI in Education: Leveraging ChatGPT for Teaching: University of Pennsylvania
  • Supply Chain Management: A Learning Perspective : Korea Advanced Institute of Science and Technology(KAIST)

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