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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


  • Status: Preview
    Preview
    K

    Karlsruhe Institute of Technology

    Machine Translation

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Artificial Neural Networks, Deep Learning, Statistical Machine Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Recurrent Neural Networks (RNNs), Language Interpretation, Translation, and Studies, Machine Learning Methods, Statistical Modeling, Multilingualism, Vocabulary

    4.5
    Rating, 4.5 out of 5 stars
    ·
    183 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    AI for Medical Diagnosis

    Skills you'll gain: Model Evaluation, Patient Evaluation, Data Preprocessing, Diagnostic Tests, Convolutional Neural Networks, Image Analysis, Diagnostic Radiology, Predictive Modeling, Risk Modeling, Statistical Machine Learning, Artificial Intelligence, Predictive Analytics, Applied Machine Learning, Medical Imaging, Machine Learning Methods, Computer Vision, Deep Learning, Natural Language Processing, Machine Learning, Radiology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • 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
    Rating, 4.5 out of 5 stars
    ·
    327 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Smart Analytics, Machine Learning and AI on GC - 한국어

    Skills you'll gain: Google Cloud Platform, Model Deployment, Unstructured Data, Tensorflow, Model Training, Applied Machine Learning, Data Pipelines, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Peking University

    Chinese for HSK 1

    Skills you'll gain: Language Learning, Language Competency, Oral Expression, Vocabulary, Grammar, Oral Comprehension, Culture

    4.9
    Rating, 4.9 out of 5 stars
    ·
    2.7K reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

    Skills you'll gain: Fraud detection, Feature Engineering, Big Data, Anomaly Detection, Google Cloud Platform, Unsupervised Learning, Model Evaluation, Data Manipulation, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Model Training, Supervised Learning, Predictive Modeling, Machine Learning

    4
    Rating, 4 out of 5 stars
    ·
    26 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Shanghai Jiao Tong University

    Mandarin Chinese 1: Chinese for Beginners

    Skills you'll gain: Language Learning, Culture, Vocabulary, Language Competency, Oral Comprehension, Grammar

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Présentation de l'IA et du machine learning sur Google Cloud

    Skills you'll gain: Generative AI, Generative AI Agents, Google Cloud Platform, Google Gemini, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Agentic Workflows, Prompt Engineering, Applied Machine Learning, Model Deployment, Model Training, Machine Learning, No-Code Development, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Everyone

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, AI Enablement, AI powered creativity, Artificial Intelligence, Creative Problem-Solving, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    177 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Introdução à IA e ao machine learning no Google Cloud

    Skills you'll gain: Google Cloud Platform, Google Gemini, Generative AI Agents, Generative AI, MLOps (Machine Learning Operations), Applied Machine Learning, AI Workflows, Artificial Intelligence, Model Training, Cloud Infrastructure, Big Data, Model Deployment, Data Infrastructure, Prompt Engineering, Large Language Modeling, Agentic Workflows, Natural Language Processing, Model Evaluation, Predictive Modeling, Cloud Storage

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    U

    University of Maryland, College Park

    AI for Business Leaders

    Skills you'll gain: AI Personalization, AI Enablement, Responsible AI, Personalized Campaigns, Deep Learning, Risk Modeling, Demand Planning, Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Business Leadership, Risk Management, Customer Demand Planning, Business Analytics, Data-Driven Marketing, Machine Learning, Target Market, Artificial Intelligence, Business Risk Management, Supply Chain Planning, Marketing Analytics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    AI Business School

    AI for Finance

    Skills you'll gain: Prompt Engineering, Agentic Workflows, Prompt Patterns, Prompt Engineering Tools, Agentic systems, AI Workflows, AI literacy, No-Code Development, AI Personalization, Sales, Responsible AI, Risk Management, Generative AI Agents, Generative AI, Artificial Intelligence, LLM Application, ChatGPT, Innovation, Productivity, Operational Efficiency

    4.2
    Rating, 4.2 out of 5 stars
    ·
    51 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Machine Translation: Karlsruhe Institute of Technology
  • AI for Medical Diagnosis: DeepLearning.AI
  • Math Prep: College & Work Ready: University of North Texas
  • Smart Analytics, Machine Learning and AI on GC - 한국어: Google Cloud
  • Chinese for HSK 1: Peking University
  • Fraud Detection on Financial Transactions with Machine Learning on Google Cloud: Google Cloud
  • Mandarin Chinese 1: Chinese for Beginners: Shanghai Jiao Tong University
  • Présentation de l'IA et du machine learning sur Google Cloud: Google Cloud
  • GenAI for Everyone: Coursera
  • Introdução à IA e ao machine learning no Google Cloud: Google Cloud

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