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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: Free Trial
    Free Trial
    I

    Infosec

    Writing Secure Code in C++

    Skills you'll gain: Secure Coding, Computer Programming Tools, C and C++, Application Security, System Programming, C++ (Programming Language), C (Programming Language), Software Development Tools, Exploit development, Debugging, Interoperability, Unix, Embedded Systems, Vulnerability Assessments, Unix Commands, File I/O, Operating Systems, Data Security, Linux, Microsoft Windows

    2.8
    Rating, 2.8 out of 5 stars
    ·
    33 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Java: Algorithms

    Skills you'll gain: Algorithms, Data Structures, Java, Theoretical Computer Science, Computer Programming, Computational Thinking

    3.4
    Rating, 3.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Data Analysis and Representation, Selection and Iteration

    Skills you'll gain: Computational Thinking, Data Analysis, C (Programming Language), Statistical Analysis, Programming Principles, Data Structures, Descriptive Statistics, Data Visualization Software

    4.7
    Rating, 4.7 out of 5 stars
    ·
    93 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Español

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Preprocessing, Data Pipelines, Cloud Deployment, MLOps (Machine Learning Operations), Data Cleansing, Deep Learning, Machine Learning Methods, Data Transformation, Artificial Neural Networks, Model Evaluation, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

  • A

    Alfaisal University | KLD

    تجربة العملاء وخلق القيمة

    Skills you'll gain: Market Dynamics, Product Knowledge, Customer experience strategy (CX), Market Analysis, Team Oriented, Product Lifecycle Management, Value Propositions, Customer Insights, Competitive Analysis, Innovation, Cost Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    96 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Starweaver

    Introduction to Automotive Cybersecurity & Vehicle Networks

    Skills you'll gain: Threat Modeling, Cyber Governance, Cybersecurity, Cyber Security Policies, Cryptography, Network Security, Cyber Risk, Cyber Attacks, Cyber Security Strategy, Threat Detection, Vulnerability Assessments, Incident Response

    3.5
    Rating, 3.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Risk Management and Financial Theory

    Skills you'll gain: Risk Management, Business Risk Management, Credit Risk, Stakeholder Communications, Operational Risk, Proposal Development, Risk Analysis, Business Strategies, Financial Forecasting, Financial Analysis, Financial Modeling, Strategic Thinking, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Create social media content with Prezi

    Skills you'll gain: Social Media Content, Social Media, Presentations, Social Media Marketing, Content Creation, Instagram, Facebook, Content Marketing, LinkedIn, Digital Marketing, Graphic Design

    4.1
    Rating, 4.1 out of 5 stars
    ·
    42 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Glasgow

    Cultural impact of housing displacement gentrification

    Skills you'll gain: Research Methodologies, Case Studies, Social Justice, Cultural Diversity, Socioeconomics, Community Development, Qualitative Research, Sociology, Social Sciences, Economics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 4 Weeks

  • 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
    L

    London Business School

    Introduction to Digital Transformation: Change & Disruption

    Skills you'll gain: Digital Transformation, Business Transformation, Organizational Change, Technology Strategies, Change Management, Innovation, Thought Leadership, Business Strategy, Business Technologies, Emerging Technologies, Business Modeling, Operational Efficiency, Business Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    58 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Essential Cloud Infrastructure: Foundation - 日本語版

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Cloud Deployment, Infrastructure Architecture, Cloud Computing, Network Infrastructure, Virtual Networking, Virtual Machines, Cloud Storage, Network Architecture, Command-Line Interface, Firewall

    4.6
    Rating, 4.6 out of 5 stars
    ·
    218 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Writing Secure Code in C++: Infosec
  • Java: Algorithms: Codio
  • Data Analysis and Representation, Selection and Iteration: University of Colorado System
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Español: Google Cloud
  • تجربة العملاء وخلق القيمة: Alfaisal University | KLD
  • Introduction to Automotive Cybersecurity & Vehicle Networks: Starweaver
  • Risk Management and Financial Theory: Duke University
  • Create social media content with Prezi : Coursera
  • Cultural impact of housing displacement gentrification: University of Glasgow
  • Configuring Vector Search in AlloyDB: Google Cloud

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