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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


  • Status: Free Trial
    Free Trial
    S

    Snowflake

    Intro to Snowflake for Devs, Data Scientists, Data Engineers

    Skills you'll gain: Data Engineering, Data Manipulation, Data Warehousing, Cloud Development, SQL, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Stored Procedure, Data Storage, Database Management, Generative AI, Data Science, Data Import/Export, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    197 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Legal Contracts and Agreements for Entrepreneurs

    Skills you'll gain: Commercial Laws, Risk Management, Business Risk Management, Entrepreneurial Finance, Vendor Contracts, Legal Risk, Contract Negotiation, Entrepreneurship, Contract Management, Contract Review, Legal Strategy, New Business Development, Civil Law, Lawsuits, Intellectual Property, Sales Presentation, Finance, Fundraising

    4.8
    Rating, 4.8 out of 5 stars
    ·
    130 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Science Methods for Quality Improvement

    Skills you'll gain: Process Capability, Correlation Analysis, R (Software), Probability Distribution, Statistical Visualization, Statistical Process Controls, Statistical Inference, Descriptive Statistics, R Programming, Data Analysis, Sampling (Statistics), Data Science, Statistics, Statistical Hypothesis Testing, Statistical Analysis, Data Analysis Software, Probability, Box Plots, Quality Improvement, Process Engineering

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    53 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    K

    Knowledge Accelerators

    Cybersecurity Awareness Essentials for Employees

    Skills you'll gain: AI Security, Identity and Access Management, Mobile Security, Authentications, Multi-Factor Authentication, Cloud Security, Artificial Intelligence

    4.9
    Rating, 4.9 out of 5 stars
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    39 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    A

    Alex Genadinik

    English Skills And Communication For Managers And Leaders

    Skills you'll gain: Active Listening, Non-Verbal Communication, Leadership, Meeting Facilitation, Cultural Sensitivity, Empathy, Team Motivation, Leadership and Management, Presentations, Business Communication, English Language, Team Leadership, Verbal Communication Skills, Drive Engagement, Communication, Workplace inclusivity, Interpersonal Communications, Public Speaking, Emotional Intelligence

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Investments II: Lessons and Applications for Investors

    Skills you'll gain: Investments, Portfolio Management, Finance, Return On Investment, Behavioral Economics, Equities, Financial Market, Asset Management, Portfolio Risk, Performance Analysis, Income Tax, Decision Making, Benchmarking

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    883 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI Basics and Tools for Creativity

    Skills you'll gain: Generative AI, Artificial Intelligence, Image Analysis, Creativity, Prompt Engineering, Creative Design, Responsible AI, Music, Problem Solving, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
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    61 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Data Analysis with Python

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Analysis, Predictive Modeling, Data Pipelines, Data Import/Export, Regression Analysis, Data Science, Pandas (Python Package), Data Manipulation, Predictive Analytics, Data Cleansing, Statistical Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Matplotlib, Data Visualization, Scatter Plots, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    20K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    CertNexus

    Preparing for Your CertNexus Certification Exam

    Skills you'll gain: Learning Strategies, Test Planning, Goal Setting, Productivity, Registration, Professional Development, System Requirements

    4.8
    Rating, 4.8 out of 5 stars
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    172 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Scrum Fundamentals for PSM-I Certification Success

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Sprint Planning, Case Studies, Performance Improvement, Performance Analysis, Product Development, Continuous Improvement Process

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Generative AI for Workflow Automation

    Skills you'll gain: Generative AI Agents, Business Process Automation, Generative AI, AI Workflows, Automation, OpenAI, Multimodal Prompts, Slack (Software), AI Personalization, Human Resources, Performance Metric, Key Performance Indicators (KPIs), Real Time Data, Google Sheets, Application Programming Interface (API), Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Northeastern University

    Aligning Business Strategy for AI Integration

    Skills you'll gain: Competitive Analysis, AI Enablement, Machine Learning, Applied Machine Learning, Business Strategy, Data Ethics, Business Intelligence, Business Ethics, Organizational Strategy, Strategic Thinking, Market Analysis, Artificial Intelligence, Value Propositions, Analytics, Risk Analysis, Strategic Decision-Making, Resource Management

    Beginner · Course · 1 - 4 Weeks

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

  • Intro to Snowflake for Devs, Data Scientists, Data Engineers: Snowflake
  • Legal Contracts and Agreements for Entrepreneurs: University of Maryland, College Park
  • Data Science Methods for Quality Improvement: University of Colorado Boulder
  • Cybersecurity Awareness Essentials for Employees: Knowledge Accelerators
  • English Skills And Communication For Managers And Leaders: Alex Genadinik
  • Investments II: Lessons and Applications for Investors: University of Illinois Urbana-Champaign
  • AI Basics and Tools for Creativity: University of Michigan
  • Data Analysis with Python: IBM
  • Preparing for Your CertNexus Certification Exam: CertNexus
  • Master Scrum Fundamentals for PSM-I Certification Success: EDUCBA

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