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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


  • P

    Packt

    Learn PLC and HMI from Scratch (Basic)

    Skills you'll gain: Control Systems, Programmable Logic Controllers, Animations, Human Machine Interfaces, UI Components, Real-Time Operating Systems, Control Panels, Interactive Design, Code Reusability, Program Development, Electronic Hardware, Simulations, Interactive Data Visualization, System Monitoring, Automation Engineering, System Configuration, Machine Controls, Plant Operations and Management, Computer Hardware, Network Troubleshooting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Data Engineering Career Guide and Interview Preparation

    Skills you'll gain: Professional Networking, Interviewing Skills, LinkedIn, Technical Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    103 reviews

    Beginner · Course · 1 - 4 Weeks

  • H

    Howard University

    Introduction to Linear Algebra and Python

    Skills you'll gain: Linear Algebra, Data Visualization, Applied Mathematics, Plot (Graphics), Scientific Visualization, NumPy, Mathematical Software, Algebra, Jupyter, Data Analysis Software, Mathematical Modeling, Computer Programming Tools, Data Science, Software Development Tools, Python Programming, Software Installation, Data Manipulation, Git (Version Control System), Version Control

    4.4
    Rating, 4.4 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Project on PyQt - Creating a Calculator

    Skills you'll gain: Object Oriented Programming (OOP), Application Development, Development Environment, User Interface (UI), Program Development, Python Programming, Event-Driven Programming, UI Components, Computational Logic, User Interface (UI) Design, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • R

    Rice University

    Personal Leadership Development Planning and Leading High Performing Teams

    Skills you'll gain: Smart Goals, Team Motivation, Motivational Skills, Team Management, Team Performance Management, Goal Setting, Leadership Development, Team Leadership, Professional Development, Leadership, People Development, Personal Development, Team Building, Emotional Intelligence, Self-Awareness, Gap Analysis, Prioritization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    243 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    AI Engineering Masterclass: From Zero to AI Hero

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Supervised Learning, Feature Engineering, Probability & Statistics, Transfer Learning, NumPy, Matplotlib, Model Training, Model Optimization, Convolutional Neural Networks, Deep Learning, Applied Machine Learning, Statistics, Data Visualization, Keras (Neural Network Library), Statistical Hypothesis Testing, Fine-tuning, Machine Learning Methods, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • F

    Fundação Instituto de Administração

    RH, Dados e Inteligência Artificial

    Skills you'll gain: People Analytics, HR Tech, Applied Machine Learning, Deep Learning, Digital Transformation, Machine Learning Methods, Machine Learning, Human Resources, Artificial Neural Networks, Machine Learning Algorithms, Artificial Intelligence, Data-Driven Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Infosec

    CompTIA Data+

    Skills you'll gain: Data Integration, Data Analysis, Data Mining, Data Presentation, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Dashboard Creation, Analytics, Statistical Analysis, Dashboard, Data Warehousing, Data Management, Data Security, Data Quality, Data Cleansing, Data Integrity, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique du point matériel

    Skills you'll gain: Mechanics, Torque (Physics), Vibrations, Mechanical Engineering, Physics, Differential Equations, Physical Science, Engineering Calculations, electromagnetics, Engineering Analysis, Integral Calculus, Calculus, Applied Mathematics, Trigonometry, Mathematical Modeling, Systems Of Measurement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40 reviews

    Mixed · Course · 1 - 3 Months

  • L

    LearnQuest

    Managing Linux Systems

    Skills you'll gain: Package and Software Management, Linux Administration, Linux, System Monitoring, Linux Commands, Operating System Administration, File Systems, User Accounts, Command-Line Interface, User Provisioning, Systems Administration, Data Storage, System Configuration, File Management, Data Storage Technologies, Network Administration, Software Installation, Network Troubleshooting, Open Source Technology

    4.5
    Rating, 4.5 out of 5 stars
    ·
    177 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of London

    Consumption, Marketing and Culture

    Skills you'll gain: Consumer Behaviour, Marketing, Culture, Data-Driven Marketing, Sustainable Business, Advertising, Environmental Issue, Digital Analysis, Sociology, Sustainable Development, Social Media

    4.7
    Rating, 4.7 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Database Essentials and Vulnerabilities

    Skills you'll gain: Database Management, Database Administration, Database Management Systems, Databases, Database Application, Relational Databases, Database Architecture and Administration, Data Security, User Accounts, User Provisioning, SQL, Database Design, Vulnerability Management, Application Security, Security Controls, Information Systems Security, NoSQL, Role-Based Access Control (RBAC), Encryption

    4.7
    Rating, 4.7 out of 5 stars
    ·
    67 reviews

    Beginner · Course · 1 - 3 Months

1…764765766…834

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

  • Learn PLC and HMI from Scratch (Basic): Packt
  • Data Engineering Career Guide and Interview Preparation: IBM
  • Introduction to Linear Algebra and Python: Howard University
  • Project on PyQt - Creating a Calculator: EDUCBA
  • Personal Leadership Development Planning and Leading High Performing Teams: Rice University
  • AI Engineering Masterclass: From Zero to AI Hero: Packt
  • RH, Dados e Inteligência Artificial: Fundação Instituto de Administração
  • CompTIA Data+: Infosec
  • Mécanique du point matériel: École Polytechnique Fédérale de Lausanne
  • Managing Linux Systems: LearnQuest

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