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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


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    G

    Google Cloud

    Attention Mechanism - Italiano

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Large Language Modeling, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Geneva

    Water Cooperation and Diplomacy

    Skills you'll gain: Water Resources, Diplomacy, Water Resource Management, International Relations, Mediation, Conflict Management, Negotiation, Governance, Environmental Laws, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
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    47 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    Infosec

    NIST 800-171

    Skills you'll gain: Security Controls, Security Requirements Analysis, Continuous Monitoring, Cyber Security Policies, Information Assurance, Information Systems Security, Personally Identifiable Information, Data Security, Document Management

    4.6
    Rating, 4.6 out of 5 stars
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    51 reviews

    Mixed · Course · 1 - 3 Months

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    I

    ISAE-SUPAERO

    New Space: Access to space - Basics

    Skills you'll gain: New Product Development, Emerging Technologies, Innovation, Sustainable Engineering, Engineering, Manufacturing Processes, Mechanical Engineering, Environmental Issue, Thermal Management, Chemistry, Physics

    4.6
    Rating, 4.6 out of 5 stars
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    56 reviews

    Beginner · Course · 1 - 3 Months

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    I

    IBM

    DataOps Methodology

    Skills you'll gain: Data Governance, Data Strategy, Data Management, Data Modeling, Data Quality, Data Literacy, Data Integration, Metadata Management, Data Transformation, Data-Driven Decision-Making, Taxonomy, Business Priorities, Data Pipelines, Sprint Retrospectives, Process Improvement, Sprint Planning

    4.7
    Rating, 4.7 out of 5 stars
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    58 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Finance

    Skills you'll gain: Market Liquidity, Financial Market, Portfolio Management, Securities Trading, Investments, Securities (Finance), Equities, Portfolio Risk, Financial Trading, Capital Markets, Finance, Market Dynamics, Risk Analysis, Economics, Fixed Asset, Market Data, Derivatives, Technical Analysis, Statistical Methods, Financial Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

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    E

    Edureka

    Introduction to Midjourney

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, AI Workflows, Creative Design, Visualization (Computer Graphics), ChatGPT, Image Quality, Artificial Intelligence

    4.3
    Rating, 4.3 out of 5 stars
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    49 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    Starweaver

    Mastering Hotel Financials

    Skills you'll gain: Revenue Management, Capital Expenditure, Financial Statement Analysis, Hospitality Management, Cost Control, Hospitality, Hotel Operations, Financial Analysis, Performance Measurement, Financial Management, Budgeting, Income Statement, Benchmarking, Balance Sheet, FinTech, Return On Investment, Time Management, Leadership Development, Adaptability, Creative Problem-Solving

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Quantifying Relationships with Regression Models

    Skills you'll gain: Regression Analysis, Logistic Regression, Correlation Analysis, Statistical Inference, Model Evaluation, Statistical Modeling, Statistical Analysis, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    CRISC: Certified in Risk and Information Systems Control

    Skills you'll gain: Cyber Security Assessment, Compliance Management, Internal Controls, Threat Detection, Governance, Continuous Monitoring, Data Management, Disaster Recovery, Key Performance Indicators (KPIs), Regulatory Requirements, Business Analysis, Organizational Structure, Accountability, Stakeholder Communications

    4.9
    Rating, 4.9 out of 5 stars
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    47 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Configuring Vector Search in AlloyDB

    Skills you'll gain: Vector Databases, Embeddings, Google Cloud Platform, Database Administration, Database Design, Query Languages, Database Management Systems, Generative AI, Machine Learning

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Georgia Institute of Technology

    Network Function Virtualization

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Virtualization, Virtual Machines, Cloud Infrastructure, Network Architecture, Network Infrastructure, Computer Networking, Cloud Computing, Network Planning And Design, Network Performance Management, Linux, Performance Tuning, Scalability

    4.8
    Rating, 4.8 out of 5 stars
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    35 reviews

    Mixed · Course · 1 - 3 Months

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

  • Attention Mechanism - Italiano: Google Cloud
  • Water Cooperation and Diplomacy: University of Geneva
  • NIST 800-171: Infosec
  • New Space: Access to space - Basics: ISAE-SUPAERO
  • DataOps Methodology : IBM
  • Finance: Università di Napoli Federico II
  • Introduction to Midjourney: Edureka
  • Mastering Hotel Financials: Starweaver
  • Quantifying Relationships with Regression Models: Johns Hopkins University
  • CRISC: Certified in Risk and Information Systems Control: Packt

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