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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
    R

    Rutgers the State University of New Jersey

    Supply Market Analysis

    Skills you'll gain: Market Analysis, Supplier Risk Management, Supply Management, Supplier Management, Competitive Analysis, Strategic Sourcing, Supply Chain, Financial Analysis, Procurement, Market Dynamics, Supply Chain Management, Product Flow Diagram, Financial Statement Analysis, Market Opportunities, Risk Analysis, Market Share, Target Market, Financial Data, Competitive Intelligence, Financial Statements

    4.8
    Rating, 4.8 out of 5 stars
    ·
    167 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google

    Functions and Conditional Statements

    Skills you'll gain: Code Reusability, Computational Logic, Scripting Languages, Functional Design, Computer Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Anti-Racism

    Skills you'll gain: Community Outreach, Social Justice, Discussion Facilitation, Community Organizing, Diversity Awareness, Advocacy, Social Impact, Oral Expression, Community Development, Cultural Responsiveness, Diversity Training, Interviewing Skills, Intercultural Competence, Cultural Sensitivity, Cultural Diversity, Interpersonal Communications, Sociology, Diversity Equity and Inclusion Initiatives, Social Studies, Storytelling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    320 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    A

    AI CERTs

    Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Vibe coding, Data Ethics, AI Workflows, Generative AI Agents, AI Integrations, AI Personalization, Artificial Intelligence, Debugging, Ideation, Problem Solving, Automation, Code Review, Ethical Standards And Conduct, Computer Programming Tools, Productivity

    2.6
    Rating, 2.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Manage Identities and Governance in Azure

    Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Microsoft Azure, Single Sign-On (SSO), Active Directory, Cloud Management, Identity and Access Management, Authorization (Computing), Authentications, Multi-Tenant Cloud Environments, Multi-Factor Authentication, Data Governance, Cloud Services, User Accounts, Security Controls, Self Service Technologies

    4.2
    Rating, 4.2 out of 5 stars
    ·
    80 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Mastering Data Visualization with Matplotlib

    Skills you'll gain: Matplotlib, Data Storytelling, Data Presentation, Data Visualization, Plot (Graphics), Scientific Visualization, Data Visualization Software, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
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    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Big Data Foundations with Hadoop and Spark

    Skills you'll gain: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, AWS Kinesis, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Systems Design, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, Query Languages, IntelliJ IDEA

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Predictive Modeling and Transforming Clinical Practice

    Skills you'll gain: Predictive Modeling, Clinical Data Management, Clinical Informatics, Clinical Research, Intensive Care Unit, Risk Modeling, Predictive Analytics, Clinical Practices, Decision Support Systems, Applied Machine Learning, Model Training, Health Informatics, Intensive Care Medicine, Model Evaluation, Qualitative Research, Data Analysis, Model Deployment, Data Collection

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Understanding & Preventing Workplace Sexual Harassment

    Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Diversity Awareness, Cultural Diversity, Empathy, Law, Regulation, and Compliance, Legal Risk, Advocacy, Labor Law, Professionalism, Conflict Management, Corrective and Preventive Action (CAPA), Accountability

    4.5
    Rating, 4.5 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Complete Modern C++ (C++11/14/17)

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, C and C++, File I/O, Computer Programming, Microsoft Visual Studio, Computer Programming Tools, Integrated Development Environments, System Programming, Programming Principles, Apple Xcode, Development Environment, Algorithms, File Systems, Software Design Patterns, Data Structures, Performance Tuning, Debugging, File Management

    4.4
    Rating, 4.4 out of 5 stars
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    30 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Medical Technology and Evaluation

    Skills you'll gain: Payment Systems, Medical Devices, Healthcare Industry Knowledge, Medical Equipment and Technology, Cost Benefit Analysis, Financial Systems, Biomedical Technology, Clinical Trials, Health Technology, Program Evaluation, Pharmaceuticals, Health Policy, Risk Analysis, Health Care Procedure and Regulation, Claims Processing, Health Systems, Regulatory Affairs, Stakeholder Analysis, Probability & Statistics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    295 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    N

    New York University

    Climate Change and Human Rights

    Skills you'll gain: Case Law, Environmental Issue, Legal Proceedings, Legal Strategy, Social Justice, Environmental Policy, Lawsuits, Litigation and Civil Justice, Sustainable Development, Environmental Laws, Climate Change Adaptation, Advocacy, Social Impact, Climate Change Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    934 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Supply Market Analysis: Rutgers the State University of New Jersey
  • Functions and Conditional Statements: Google
  • Anti-Racism: University of Colorado Boulder
  • Prompt Engineering Mastery: AI CERTs
  • Manage Identities and Governance in Azure: Whizlabs
  • Mastering Data Visualization with Matplotlib: EDUCBA
  • Big Data Foundations with Hadoop and Spark: Packt
  • Predictive Modeling and Transforming Clinical Practice: University of Colorado System
  • Understanding & Preventing Workplace Sexual Harassment: Coursera
  • Complete Modern C++ (C++11/14/17): Packt

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