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  • Math For Machine Learning

Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


  • G

    Google Cloud

    Cloud SQL for PostgreSQL: Qwik Start

    Skills you'll gain: Database Administration, PostgreSQL, Database Management, SQL, Google Cloud Platform, Database Systems

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Product R&D Teams

    Skills you'll gain: AI Product Strategy, Prompt Engineering Tools, Generative AI, Innovation, New Product Development, Product Development, Responsible AI, Process Development, AI Enablement, Ethical Standards And Conduct, AI Workflows, Project Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    2

    28DIGITAL

    Security and Privacy for Big Data - Part 2

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Integrity, Vulnerability Assessments, Law, Regulation, and Compliance, Big Data, Cryptography

    4.7
    Rating, 4.7 out of 5 stars
    ·
    262 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Household Surveys for Program Evaluation in LMICs

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Program Evaluation, Data Management, Data Collection, Data Analysis, Data Cleansing, Quantitative Research, Data Quality, Research Design, Sample Size Determination, Data Ethics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Agile Dashboards for Data-Driven Decision-Making

    Skills you'll gain: Performance Analysis, Performance Measurement, Customer Analysis, Dashboard, Market Opportunities, Business Metrics, Decision Making, Strategic Decision-Making, Agile Methodology, Real Time Data, Management Reporting, Business Intelligence, Organizational Effectiveness, Business Leadership, Data-Driven Decision-Making, Business Strategies, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    Practicing for the SAS Programming Certification Exam

    Skills you'll gain: SAS (Software), Data Analysis, Requirements Analysis, Exploratory Data Analysis, Statistical Programming, Data Manipulation, Data Cleansing, Data Transformation, Data Import/Export

    4.8
    Rating, 4.8 out of 5 stars
    ·
    95 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    N

    National Academy of Sports Medicine

    Fitness Coaching Strategies for Weight Loss

    Skills you'll gain: Health And Wellness Coaching, Coaching, Exercise Science, Health Assessment, Creative Problem-Solving, Nutrition and Diet, Cognitive flexibility, Goal Setting, Overcoming Obstacles

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Build a BigQuery Processing Pipeline with Events for Cloud Run for Anthos

    Skills you'll gain: Google Cloud Platform, Data Pipelines, Big Data, Data Presentation, Email Automation, Data Processing, Kubernetes, Data Analysis, Microservices, Application Development

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    V

    Vanderbilt University

    Model Context Protocol for Leaders: Generative AI Agents

    Skills you'll gain: Model Context Protocol, Generative AI Agents, AI Enablement, Email Automation, Generative AI, Business Process Automation, AI Product Strategy, Agentic systems, Initiative and Leadership, Tool Calling, Anthropic Claude, ChatGPT, Automation, Responsible AI, Marketing Automation, Business Solutions, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, IT Automation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Algorithm Interview Practice for Junior Developers

    Skills you'll gain: Algorithms, Data Structures, Javascript, Computational Thinking, Program Development, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    AI Business School

    Introduction to AI for marketing professionals

    Skills you'll gain: Generative AI, Responsible AI, Risk Management, AI Enablement, Marketing, Marketing Automation, Artificial Intelligence, Content Creation, Digital Transformation

    3.6
    Rating, 3.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to math for machine learning

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

  • Cloud SQL for PostgreSQL: Qwik Start: Google Cloud
  • GenAI for Product R&D Teams: Coursera
  • Security and Privacy for Big Data - Part 2: 28DIGITAL
  • Household Surveys for Program Evaluation in LMICs: Johns Hopkins University
  • Agile Dashboards for Data-Driven Decision-Making: Duke University
  • Practicing for the SAS Programming Certification Exam: SAS
  • Python NLTK for Beginners: Customer Satisfaction Analysis: Coursera
  • Fitness Coaching Strategies for Weight Loss: National Academy of Sports Medicine
  • Build a BigQuery Processing Pipeline with Events for Cloud Run for Anthos: Google Cloud
  • Model Context Protocol for Leaders: Generative AI Agents: Vanderbilt University

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