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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


  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Italiano

    Skills you'll gain: Generative AI, Gemini, Google Gemini, MLOps (Machine Learning Operations), Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, AI Workflows, Artificial Intelligence, Model Training, Applied Machine Learning, Cloud Infrastructure, Machine Learning, Data Preprocessing

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Machine Learning with TensorFlow Google Cloud 日本語版

    Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Google Cloud Platform, Machine Learning, Machine Learning Methods, Machine Learning Software, Model Deployment, Applied Machine Learning, Data Preprocessing, Data Quality, Keras (Neural Network Library), Model Training, Machine Learning Algorithms, Embeddings, Fine-tuning, Cloud Deployment, MLOps (Machine Learning Operations), PyTorch (Machine Learning Library), Dataflow

    ★ 4.4 (152) · Intermediate · Specialization · 3 - 6 Months

  • K

    Khalifa University

    Arabic for Beginners

    Skills you'll gain: Oral Comprehension, Language Learning, Language Competency, Culture, Vocabulary, Cultural Sensitivity, Grammar, Oral Expression, Literacy, Verbal Communication Skills, Language Interpretation, Translation, and Studies, Student-Centred Learning

    ★ 4.7 (145) · Beginner · Specialization · 3 - 6 Months

  • U

    University of North Texas

    Math Prep: College & Work Ready

    Skills you'll gain: Arithmetic, Graphing, Geometry, Statistics, Algebra, Descriptive Statistics, General Mathematics, Applied Mathematics, Statistical Visualization

    ★ 4.5 (327) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning in the Enterprise - 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Model Optimization, Data Governance, Model Deployment, Google Cloud Platform, Model Training, Workflow Management, Enterprise Modeling, AI Workflows, Data Preprocessing, Data Pipelines, Machine Learning Methods, Model Evaluation, Machine Learning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • M

    MathWorks

    Deep Learning for Object Detection

    Skills you'll gain: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Model Training, Matlab, Fine-tuning, Data Preprocessing, Software Visualization, Transfer Learning, Model Optimization, Data Analysis, Network Architecture

    ★ 4.9 (13) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    AI For Business

    Skills you'll gain: AI Personalization, Machine Learning Methods, Fraud detection, Generative AI, Responsible AI, Data Ethics, Data Management, Data Strategy, People Analytics, HR Tech, Generative Model Architectures, AI Enablement, Human Resource Management, AI Product Strategy, Data Governance, Human Resources Management and Planning, Personalized Campaigns, Big Data, Machine Learning, Analytics

    ★ 4.7 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Category: Top AI Program
    Top AI Program
  • U

    University of Colorado Boulder

    Deep Learning for Computer Vision

    Skills you'll gain: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Generative Model Architectures, Model Deployment, Model Training, Unsupervised Learning, Dimensionality Reduction, Classification Algorithms

    ★ 4.5 (25) · Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    AI Foundations for Everyone

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Generative Model Architectures, IBM Cloud, AI Workflows, LLM Application, Workflow Management, AI literacy, No-Code Development, Machine Learning Software, Natural Language Processing, Business Workflow Analysis, Artificial Intelligence, Self Service Technologies, Machine Learning, Deep Learning, Data Science

    ★ 4.7 (36K) · Beginner · Specialization · 3 - 6 Months

    Category: Top AI Program
    Top AI Program
  • D

    Deep Teaching Solutions

    学会如何学习:帮助你掌握复杂学科的强大智力工具(Learning How to Learn)

    Skills you'll gain: Lifelong Learning, Learning Strategies, Collaboration, Productivity, Human Learning, Learning Theory, Mental Concentration, Open Mindset, Time Management, Interactive Learning, Creativity, Growth Mindedness, Cognitive flexibility, Self-Awareness, Habit Formation

    ★ 4.9 (1.7K) · Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Autoencoders, Recurrent Neural Networks (RNNs), Image Analysis, Embeddings, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Health Informatics, Medical Science and Research, Unsupervised Learning, Medical Imaging, Dimensionality Reduction, Network Architecture

    ★ 3.9 (15) · Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - 한국어

    Skills you'll gain: Google Cloud Platform, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), AI Workflows, Cloud Infrastructure, Artificial Intelligence, Agentic Workflows, Prompt Engineering, Data Infrastructure, Model Training, Model Deployment, Machine Learning, Model Evaluation

    Beginner · Course · 1 - 3 Months

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

  • Introduction to AI and Machine Learning on GC - Italiano: Google Cloud
  • Machine Learning with TensorFlow Google Cloud 日本語版: Google Cloud
  • Arabic for Beginners: Khalifa University
  • Math Prep: College & Work Ready: University of North Texas
  • Machine Learning in the Enterprise - 日本語版: Google Cloud
  • Deep Learning for Object Detection: MathWorks
  • AI For Business: University of Pennsylvania
  • Deep Learning for Computer Vision: University of Colorado Boulder
  • AI Foundations for Everyone: IBM
  • 学会如何学习:帮助你掌握复杂学科的强大智力工具(Learning How to Learn): Deep Teaching Solutions

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