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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


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    Logical Operations

    Data Analysis and Visualization with Microsoft Excel

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Excel Formulas, Data Transformation, Data Presentation, Microsoft Excel, Data Visualization, Sampling (Statistics), Dashboard, Data Visualization Software, Spreadsheet Software, Report Writing, Pivot Tables And Charts, Data Analysis, Statistical Analysis, Data Cleansing, Microsoft Office, Geospatial Mapping, Microsoft 365, Productivity Software

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Foundations of Tricentis Tosca Automation

    Skills you'll gain: Test Case, Test Automation, Test Data, Functional Testing, Test Execution Engine, CI/CD, System Testing, Software Testing, No-Code Development, Debugging

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Embedding Sensors and Motors

    Skills you'll gain: Control Systems, Process Control, Machine Controls, Engineering, Scientific, and Technical Instruments, Embedded Systems, Electronic Hardware, Embedded Software, Automation Engineering, Hardware Design, Electronics Engineering, Manufacturing Processes, Basic Electrical Systems, Electronic Systems, Electronics, Electrical Systems, Electrical and Computer Engineering, Electronic Components, Power Electronics, Three-Phase, Torque (Physics)

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Creo Incubator

    Entrepreneurship: Financial Literacy & Fundraising Readiness

    Skills you'll gain: Entrepreneurial Finance, Business Strategy, Entrepreneurship, Financial Forecasting, Business Planning, Business Valuation, Fundraising, Mergers & Acquisitions, Financial Modeling, Finance, Financial Analysis, Cash Flow Forecasting, Presentations, Accounting, Investments, Business Metrics, Competitive Analysis, Value Propositions, Sales Presentations, Market Analysis

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Davis

    Fundamentals of GIS

    Skills you'll gain: ArcGIS, GIS Software, Geographic Information Systems, Data Sharing, Spatial Analysis, Metadata Management, Data Quality, Data Visualization, Data Visualization Software, Data Analysis, File Management

    4.8
    Rating, 4.8 out of 5 stars
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    5.9K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    AR: Track Customer Payments Fast

    Skills you'll gain: Accounts Receivable, QuickBooks (Accounting Software), Cash Flow Forecasting, Cash Management, Document Management, Accounting Records, Invoicing, Billing & Invoicing, Record Keeping

    Beginner · Course · 1 - 4 Weeks

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    Google

    Make the Sale: Build, Launch, and Manage E-commerce Stores

    Skills you'll gain: Order Fulfillment, Online Advertising, E-Commerce, Google Ads, Digital Advertising, Customer experience improvement, Market Research, Advertising Campaigns, Sales, Shipping and Receiving, Market Trend, Process Optimization, Target Audience

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Blender Geometry Nodes - Boats

    Skills you'll gain: Computer Graphic Techniques

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Macquarie University

    Storytelling and influencing: Communicate with impact

    Skills you'll gain: Persuasive Communication, Storytelling, Influencing, Communication, Leadership, Verbal Communication Skills, Stakeholder Communications, Public Speaking, Communication Strategies, Interpersonal Communications, Meeting Facilitation, Executive Presence, Strategic Communication, Discussion Facilitation, Team Leadership, Active Listening

    4.8
    Rating, 4.8 out of 5 stars
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    2.5K reviews

    Mixed · Course · 1 - 3 Months

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    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Employee Cybersecurity Awareness in the Age of AI

    Skills you'll gain: AI Security, Data Ethics, Security Awareness, Responsible AI, Cybersecurity, Role-Based Access Control (RBAC), General Data Protection Regulation (GDPR), Cyber Risk, Human Factors (Security), Artificial Intelligence, Threat Detection, Fraud detection, Information Privacy, Anomaly Detection, Governance

    Beginner · Course · 1 - 3 Months

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    LearnKartS

    Cloud Data & Application Security

    Skills you'll gain: Cloud Security, Open Web Application Security Project (OWASP), Data Governance, Data Management, Data Security, Secure Coding, Application Security, DevSecOps, Cloud Applications, Key Management, Encryption, Personally Identifiable Information, Information Privacy, OAuth, Cloud Storage, API Gateway, Threat Modeling, Data Encryption Standard, Risk Management Framework

    Beginner · Course · 1 - 4 Weeks

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

  • Data Analysis and Visualization with Microsoft Excel: Logical Operations
  • Foundations of Tricentis Tosca Automation: Coursera
  • Embedding Sensors and Motors: University of Colorado Boulder
  • Entrepreneurship: Financial Literacy & Fundraising Readiness: Creo Incubator
  • Fundamentals of GIS: University of California, Davis
  • AR: Track Customer Payments Fast: Coursera
  • Make the Sale: Build, Launch, and Manage E-commerce Stores: Google
  • Blender Geometry Nodes - Boats: Packt
  • Storytelling and influencing: Communicate with impact: Macquarie University
  • Introduction to Analytics Engineering: Edureka

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