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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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    Coursera

    Modal Analysis in Mechanical Structures

    Skills you'll gain: Vibrations, Engineering Analysis, Finite Element Methods, Mechanical Design, Structural Analysis, Mechanical Engineering, Simulations, Business Modeling, Technical Analysis, Technical Design

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Introduction to Cloud Computing & Core AWS Services

    Skills you'll gain: Amazon CloudWatch, Public Cloud, Virtual Networking, Infrastructure As A Service (IaaS), Data Storage, System Monitoring, Network Security

    Beginner · Course · 1 - 3 Months

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    Logical Operations

    Tableau Desktop: Part 2

    Skills you'll gain: Tableau Software, Data Analysis, Data Visualization Software, Data Presentation, Dashboard, Trend Analysis, Data Visualization, Interactive Data Visualization, Microsoft Excel, Time Series Analysis and Forecasting, Data Storytelling, Data Transformation, Advanced Analytics, Predictive Analytics, Statistical Analysis, Forecasting, Microsoft PowerPoint, Microsoft Office, Productivity Software, Data Management

    Mixed · Course · 1 - 3 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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    L&T EduTech

    Design of General Utility Systems

    Skills you'll gain: Energy and Utilities, Process Engineering, Plant Operations and Management, Electrical Systems, Process Control, Water Quality, Control Systems, Engineering Design Process, Construction Engineering, Materials science

    Intermediate · Course · 1 - 3 Months

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    Creo Incubator

    ريادة الأعمال: التوسع واستراتيجية النمو في السوق

    Skills you'll gain: Go To Market Strategy, Competitive Analysis, Market Analysis, User Experience, Product Development, Marketing Strategies, Target Market, Market Research, Business Strategy, Sales Strategy, Brand Strategy, A/B Testing, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 3 Months

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    Meta

    Meta Data Analyst

    Skills you'll gain: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming

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    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Niel Asher Education

    Kettlebell Training Methodology

    Skills you'll gain: Exercise Science, Sports Medicine, Injury Prevention, Athletic Training, Rehabilitation, Kinesiology, Safety Training, Coaching, Adaptive Equipment

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Build a Full Website using WordPress

    Skills you'll gain: WordPress, Content Management Systems, Web Content, Web Design and Development, Web Design, Web Development, Blogs, Social Media, Content Management, Marketing, Design, Computer Science

    4.4
    Rating, 4.4 out of 5 stars
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    4.3K reviews

    Advanced · Guided Project · Less Than 2 Hours

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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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    Michigan State University

    How to Start Your Own Business

    Skills you'll gain: Financial Statements, Intellectual Property, Value Propositions, Business Planning, Design Thinking, Ideation, Innovation, Income Statement, Entrepreneurship, Customer Acquisition Management, Business Modeling, Product Development, Balance Sheet, Market Opportunities, Verification And Validation, Creative Thinking, Lean Methodologies, Open Mindset, Resource Management, Leadership

    4.5
    Rating, 4.5 out of 5 stars
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    Beginner · Specialization · 3 - 6 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

  • Modal Analysis in Mechanical Structures: Coursera
  • Introduction to Cloud Computing & Core AWS Services: Packt
  • Tableau Desktop: Part 2: Logical Operations
  • Foundations of Tricentis Tosca Automation: Coursera
  • Design of General Utility Systems: L&T EduTech
  • ريادة الأعمال: التوسع واستراتيجية النمو في السوق: Creo Incubator
  • Meta Data Analyst: Meta
  • Kettlebell Training Methodology: Niel Asher Education
  • Build a Full Website using WordPress: Coursera
  • Introduction to Analytics Engineering: Edureka

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