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  • Linear Algebra For Machine Learning

Linear Algebra for Machine Learning Courses

Linear Algebra for Machine Learning courses can help you learn matrix operations, vector spaces, eigenvalues, and linear transformations. You can build skills in solving systems of equations, dimensionality reduction, and understanding data representations. Many courses introduce tools like NumPy and MATLAB, that support implementing algorithms and performing computations efficiently in AI and machine learning projects.


Popular Linear Algebra for Machine Learning Courses and Certifications


  • Status: Preview
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    I

    Indian Institute for Human Settlements

    Net-Zero Building Fundamentals

    Skills you'll gain: Sustainable Architecture, HVAC, Energy and Utilities, Building Design, Water Sustainability, Architectural Engineering, Sustainable Design, Water Resource Management, Thermal Management, Civil and Architectural Engineering, Sustainable Technologies, Resilience, Climate Change Mitigation, Sustainable Engineering, Electrical Systems, Cost Estimation, Engineering Calculations

    4.5
    Rating, 4.5 out of 5 stars
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    16 reviews

    Intermediate · Course · 3 - 6 Months

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

    EDUCBA

    Kali Linux: Ethical Hacking & Pentesting

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Metasploit, Penetration Testing, Malware Protection, Exploitation techniques, Database Management, Cyber Threat Intelligence, Vulnerability Assessments, Cyber Security Assessment, Brute-force attacks, Cryptography, Cybersecurity, Vulnerability Scanning, Intrusion Detection and Prevention, Data Import/Export, MySQL, Encryption, Mobile Security, Linux, Linux Administration

    4.8
    Rating, 4.8 out of 5 stars
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    48 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Musician’s Professional Toolbox: Your Portfolio Career

    Skills you'll gain: Target Audience, Productivity, Market Research, Social Media, Social Media Marketing, Professional Networking, Time Management, Promotional Strategies, Prioritization, Social Media Strategy, Photo/Video Production and Technology, Promotional Materials, Business Modeling, Marketing Materials, Branding, Business Planning, Professional Development, Business Management, Presentations, Marketing

    4.9
    Rating, 4.9 out of 5 stars
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    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Data Analysis in Python: Using Pandas DataFrames

    Skills you'll gain: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Data Preprocessing, Exploratory Data Analysis, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet

    Skills you'll gain: Prompt Engineering, ChatGPT, HubSpot CRM, Business Process Automation, Google Sheets, Workflow Management, Automation, Data Pipelines, JSON, Unstructured Data

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Identifying Security Vulnerabilities in C/C++Programming

    Skills you'll gain: Secure Coding, Application Security, Verification And Validation, Code Review, Linux, Vulnerability Assessments, User Accounts, Data Validation, Debugging, Cryptography, C (Programming Language), File Management, OS Process Management

    4.6
    Rating, 4.6 out of 5 stars
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    81 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Introduction to Cannabis

    Skills you'll gain: Chemistry, Taxonomy, Production Process, Biochemistry, Biology, Anatomy, Laboratory Research, Scientific Methods

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Pivot Tables And Charts, Microsoft Excel, R Programming, Alteryx, Dashboard, Statistical Programming, Data Transformation, Tableau Software, Data Cleansing, Data Presentation, Data Visualization Software, Interactive Data Visualization, Debugging, Data Visualization, Automation, Python Programming, Data Structures, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    27 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Mastering Multi-Agent Development with AutoGen

    Skills you'll gain: Generative AI Agents, AI Orchestration, Agentic systems, Agentic Workflows, Artificial Intelligence, LLM Application, Development Environment, Tool Calling, Prompt Engineering, Human Machine Interfaces, Software Development Tools, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    60 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    I

    IBM

    DataOps Methodology

    Skills you'll gain: Data Governance, Data Strategy, Data Management, Data Modeling, Data Quality, Data Literacy, Data Integration, Metadata Management, Data Transformation, Data-Driven Decision-Making, Taxonomy, Business Priorities, Data Pipelines, Sprint Retrospectives, Process Improvement, Sprint Planning

    4.7
    Rating, 4.7 out of 5 stars
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    58 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Institut Mines-Télécom

    Digital Business - Understand the digital world

    Skills you'll gain: Digital Transformation, Business Transformation, Entrepreneurship, Emerging Technologies, Innovation, Knowledge Transfer, Business Strategies, Business Modeling, Strategic Decision-Making, Network Model, Product Planning

    4.6
    Rating, 4.6 out of 5 stars
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    148 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Satellite Remote Sensing Data Bootcamp With Opensource Tools

    Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, Unsupervised Learning, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

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

  • Net-Zero Building Fundamentals: Indian Institute for Human Settlements
  • Kali Linux: Ethical Hacking & Pentesting: EDUCBA
  • Musician’s Professional Toolbox: Your Portfolio Career: University of Colorado Boulder
  • Data Analysis in Python: Using Pandas DataFrames: Coursera
  • ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet: Vanderbilt University
  • Identifying Security Vulnerabilities in C/C++Programming: University of California, Davis
  • Introduction to Cannabis: University of Illinois Urbana-Champaign
  • Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau: Packt
  • Mastering Multi-Agent Development with AutoGen: Packt
  • DataOps Methodology : IBM

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