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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


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    L&T EduTech

    Planning & Execution plan in Heavy Lifting

    Skills you'll gain: Construction Engineering, Construction, Engineering Management, Equipment Design, Construction Management, Engineering Practices, Architecture and Construction, Safety Standards, Structural Engineering, Engineering Calculations, Hazard Analysis, Personal protective equipment

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Advanced · Course · 1 - 4 Weeks

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    University of California San Diego

    Teaching Impacts of Technology: Workplace of the Future

    Skills you'll gain: Technical Communication, Education Software and Technology, Digital Transformation, Cloud Computing, Computer Science, Big Data, Hypertext Markup Language (HTML), Cloud Storage, File Transfer Protocol (FTP), Data Science, Amazon Web Services, SQL, Databases

    4
    Rating, 4 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    École Polytechnique Fédérale de Lausanne

    Enseignes et afficheurs à LED

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Computer Displays, Display Devices, Electronics, Electronic Systems, Electronics Engineering, Hardware Design, Semiconductors, Electronic Hardware, Electronic Components, Computational Logic, Embedded Systems, Power Electronics, Embedded Software, Programmable Logic Controllers, Basic Electrical Systems, Remote Access Systems, Real-Time Operating Systems, Control Systems, C (Programming Language)

    4.2
    Rating, 4.2 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 3 Months

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    University of California, Irvine

    إدارة المشروع: أساسيات النجاح

    Skills you'll gain: Team Leadership, Team Performance Management, Leadership and Management, Project Management, Project Controls, Project Performance, Project Planning, Project Management Life Cycle, Team Building, Leadership, Knowledge Transfer, Stakeholder Communications, Performance Reporting, Communication, Goal Setting

    4.8
    Rating, 4.8 out of 5 stars
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    57 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Self-Driving Car Specialization Course

    Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Automation, Embedded Software, Simulations, Systems Architecture, Deep Learning, Virtual Environment, Software Architecture, Scenario Testing, Global Positioning Systems, Predictive Modeling, Computer Hardware, Estimation, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Practical Introduction to the Command Line

    Skills you'll gain: Unix Commands, Command-Line Interface, Unix, Bash (Scripting Language), File Management, Shell Script, Linux Commands, Productivity, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    381 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Using Microsoft PowerPoint to Create a Choice Board

    Skills you'll gain: Education Software and Technology, Microsoft Office, Educational Materials, Train The Trainer, Instructional Design

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    LearnQuest

    Fundamentals of Data Warehousing

    Skills you'll gain: Data Warehousing, Data Architecture, Data Storage, Extract, Transform, Load, Star Schema, Cloud Storage, Data Mart, Database Design, Snowflake Schema, Query Languages, Metadata Management, Data Transformation

    3.8
    Rating, 3.8 out of 5 stars
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    67 reviews

    Beginner · Course · 1 - 4 Weeks

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    L&T EduTech

    From Wellhead to Refinery: Midstream Oil and Gas Processing

    Skills you'll gain: Petroleum Industry, Oil and Gas, Environmental Regulations, Pump Stations, Process Engineering, Chemical Engineering, Water Quality, Production Process, Hydraulics, Control Systems, Three-Phase, Equipment Design

    4.5
    Rating, 4.5 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

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    B

    Ball State University

    Introduction to Data Science

    Skills you'll gain: Data Ethics, Data Collection, Probability & Statistics, Data Literacy, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Integrity, Information Privacy, Informed Consent, Ethical Standards And Conduct, Algorithms

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Transforming Communities

    Skills you'll gain: Systems Thinking, Needs Assessment, Community Development, Sustainable Development, Corporate Sustainability, Diversity and Inclusion, Organizational Change, Strategic Thinking, Environmental Social And Corporate Governance (ESG), Stakeholder Engagement, Project Management, Communication Strategies, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    ISC2

    Systems and Application Security

    Skills you'll gain: Malware Protection, Endpoint Security, Mobile Security, Cloud Security, Application Security, Cloud Computing, Threat Detection, Cybersecurity, Information Systems Security, Virtualization, Virtual Machines, Intrusion Detection and Prevention, Encryption

    4.8
    Rating, 4.8 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Planning & Execution plan in Heavy Lifting: L&T EduTech
  • Teaching Impacts of Technology: Workplace of the Future: University of California San Diego
  • Enseignes et afficheurs à LED: École Polytechnique Fédérale de Lausanne
  • إدارة المشروع: أساسيات النجاح: University of California, Irvine
  • Self-Driving Car Specialization Course: Packt
  • Practical Introduction to the Command Line: Coursera
  • Using Microsoft PowerPoint to Create a Choice Board: Coursera
  • Fundamentals of Data Warehousing: LearnQuest
  • From Wellhead to Refinery: Midstream Oil and Gas Processing: L&T EduTech
  • Introduction to Data Science: Ball State University

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