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Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


  • Status: Free Trial
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    IBM

    Generative AI for Human Resources (HR) Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, HR Tech, Human Resources Management and Planning, Human Resources, Workforce Planning, Human Resource Strategy, LLM Application, AI Enablement, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI Workflows, Deep Learning, Augmented and Virtual Reality (AR/VR), Employee Engagement, Recruitment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Reinforcement Learning: Qwik Start

    Skills you'll gain: Reinforcement Learning, Google Cloud Platform, GitHub, Tensorflow, Machine Learning, Jupyter, Game Design

    3.7
    Rating, 3.7 out of 5 stars
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    10 reviews

    Beginner · Project · Less Than 2 Hours

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    Starweaver

    Management Skills for New Managers

    Skills you'll gain: Team Motivation, Delegation Skills, Performance Management, Employee Performance Management, Management Training And Development, Emotional Intelligence, People Management, Team Building, Cultural Sensitivity, Leadership, Communication Strategies, Collaboration, Cross-Functional Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    113 reviews

    Beginner · Course · 1 - 4 Weeks

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    Intel

    Establishing Effective Educator-Machine Partnerships

    Skills you'll gain: Innovation, Education Software and Technology, Digital pedagogy, Creative Thinking, Adult Education, Technology Strategies, Professional Development, Goal Setting

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Deep Learning with PyTorch

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Rice University

    Spanish for Successful Communication in Healthcare Settings

    Skills you'll gain: Patient Communication, Patient Education And Counseling, Spanish Language, Patient-centered Care, Medical Terminology, Language Competency, Vocabulary, Diagnostic Tests, Cultural Diversity, Grammar

    4.7
    Rating, 4.7 out of 5 stars
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    337 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    DeepLearning.AI

    Generative Deep Learning with TensorFlow

    Skills you'll gain: Generative Adversarial Networks (GANs), Autoencoders, Generative AI, Tensorflow, Generative Model Architectures, Image Analysis, Transfer Learning, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks

    4.9
    Rating, 4.9 out of 5 stars
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    313 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Tsinghua University

    MOOC and Blended Learning

    Skills you'll gain: Blended Learning, Digital pedagogy, Education Software and Technology, Emerging Technologies, Digital Transformation, Innovation

    4.3
    Rating, 4.3 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    NVIDIA: Fundamentals of Deep Learning

    Skills you'll gain: Convolutional Neural Networks, Deep Learning, Transfer Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Classification Algorithms, Machine Learning, Supervised Learning, Data Processing, Linear Algebra

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    University of California San Diego

    Biology Meets Programming: Bioinformatics for Beginners

    Skills you'll gain: Bioinformatics, Programming Principles, Molecular, Cellular, and Microbiology, Python Programming, Computational Thinking, Biology

    4.2
    Rating, 4.2 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Skillshare

    Notion for Beginners: Master the Core Features

    Skills you'll gain: Information Architecture, No-Code Development, Organizational Skills, Content Management, Document Management, Productivity, File Management, Collaboration, User Accounts, Databases

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Illinois Tech

    Data Analytics and Deep Learning

    Skills you'll gain: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    39 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Generative AI for Human Resources (HR) Professionals: IBM
  • Reinforcement Learning: Qwik Start: Google Cloud
  • Management Skills for New Managers: Starweaver
  • Establishing Effective Educator-Machine Partnerships: Intel
  • Deep Learning with PyTorch: Coursera
  • Spanish for Successful Communication in Healthcare Settings: Rice University
  • Generative Deep Learning with TensorFlow: DeepLearning.AI
  • MOOC and Blended Learning: Tsinghua University
  • NVIDIA: Fundamentals of Deep Learning: Whizlabs
  • Biology Meets Programming: Bioinformatics for Beginners: University of California San Diego

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