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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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    Pontificia Universidad Católica de Chile

    Bienvenidos al español: A1.1

    Skills you'll gain: Spanish Language, Language Learning, Grammar, Intercultural Competence, Vocabulary, Interrigatories

    5
    Rating, 5 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Vertex AI Search for Retail

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Serverless Computing, Real Time Data, Cloud Infrastructure, Identity and Access Management, MLOps (Machine Learning Operations), Big Data, AI Personalization, Data Visualization Software, Data Integration, Cloud Security, Data Integrity, Performance Tuning, Looker (Software), Data Security, Tensorflow, Cloud Computing, Data Processing

    4.1
    Rating, 4.1 out of 5 stars
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    128 reviews

    Beginner · Specialization · 3 - 6 Months

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    L&T EduTech

    CPS solution for Industries

    Skills you'll gain: Embedded Systems, Embedded Software, Control Systems, Programmable Logic Controllers, Cyber Engineering, Internet Of Things, C (Programming Language), Automation, Computer Engineering, Electronic Systems, Simulation and Simulation Software, Integration Testing, Cloud Computing, Matlab

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Application Developers

    Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, Software Development Tools, Application Development, Integrated Development Environments, Cloud Services, Code Review

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

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    K

    KodeKloud

    Git Basics for DevOps

    Skills you'll gain: Version Control, Git (Version Control System), GitHub, Collaborative Software, DevOps, Software Development Tools, Linux, Open Source Technology

    4.8
    Rating, 4.8 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    Advancing Women in Tech

    Real-World AI for Everyone

    Skills you'll gain: Business Process Automation, AI Product Strategy, Workflow Management, Collaboration, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Generative AI, Responsible AI, Business Communication, Productivity, Operational Efficiency, Administration, Business Operations, Planning, Project Planning, Business Planning, Project Management, Business Administration, Business

    Beginner · Specialization · 1 - 3 Months

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    S.P. Jain Institute of Management and Research

    Finance for Decision-Making

    Skills you'll gain: Financial Statements, Investment Management, Business Mathematics, Risk Management, Case Studies, Decision Making, Business Strategies, Personal Development, Stress Management, Critical Thinking, Mindfulness

    Intermediate · Course · 1 - 3 Months

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    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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    323 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Michigan

    AI for Autonomous Vehicles and Robotics

    Skills you'll gain: Machine Learning Methods, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Statistical Machine Learning, Reinforcement Learning, Artificial Neural Networks, Automation, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    48 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Technology Consultants

    Skills you'll gain: ChatGPT, Responsible AI, Technical Consulting, Consulting, Business Consulting, Generative AI, Prompt Engineering Tools, Business Reporting, Research Reports, Client Services, Business Process Automation, Data Analysis, Innovation

    3.7
    Rating, 3.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Yale University

    Introduction to Negotiation: A Strategic Playbook for Becoming a Principled and Persuasive Negotiator

    Skills you'll gain: Negotiation, Contract Negotiation, Conflict Management, Mediation, Leadership, Communication, Persuasive Communication, Influencing, Relationship Building, Collaboration, Game Theory, Strategic Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
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    5.2K reviews

    Mixed · Course · 1 - 3 Months

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    Starweaver

    Gen AI For Sustainability

    Skills you'll gain: Responsible AI, Sustainable Development, Data Ethics, Generative AI, Sustainable Systems, Corporate Sustainability, Sustainability Reporting, Diversity and Inclusion, Artificial Intelligence, Environmental Social And Corporate Governance (ESG), Case Studies, Business Ethics, Climate Change Mitigation, Environmental Monitoring, Supply Chain Planning, Problem Solving, Content Strategy

    Intermediate · Course · 1 - 4 Weeks

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1…909192…834

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

  • Bienvenidos al español: A1.1: Pontificia Universidad Católica de Chile
  • Vertex AI Search for Retail: Google Cloud
  • CPS solution for Industries: L&T EduTech
  • Gemini for Application Developers: Google Cloud
  • Git Basics for DevOps: KodeKloud
  • Real-World AI for Everyone: Advancing Women in Tech
  • Finance for Decision-Making: S.P. Jain Institute of Management and Research
  • Gender Analytics for Innovation: University of Toronto
  • AI for Autonomous Vehicles and Robotics: University of Michigan
  • GenAI for Technology Consultants: Coursera

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