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  • Math For Machine Learning

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


  • D

    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    800 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Generative AI for Data Scientists

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative Model Architectures, Exploratory Data Analysis, Generative Adversarial Networks (GANs), Data Ethics, Feature Engineering, AI literacy, Predictive Modeling, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Data Synthesis, Data Analysis, Data Visualization Software, Augmented and Virtual Reality (AR/VR), Autoencoders, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12K reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of California, Irvine

    English for Developing a Business

    Skills you'll gain: Presentations, Verbal Communication Skills, Communication, Non-Verbal Communication, Business Communication, English Language, Interpersonal Communications, Business Leadership, Communication Strategies, Productivity Software, Crisis Management, Organizational Structure, Leadership, Grammar, Vocabulary

    4.7
    Rating, 4.7 out of 5 stars
    ·
    73 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Madecraft

    Artificial Intelligence for Marketing

    Skills you'll gain: AI Personalization, MarTech, Applied Machine Learning, Machine Learning Methods, AI Enablement, Data-Driven Marketing, Marketing, Generative AI, Machine Learning, Natural Language Processing, Data Strategy, Data Quality, Data Literacy, Personalized Campaigns, Text Mining, Culture Transformation, Artificial Intelligence, Prompt Engineering, AI Workflows, Computer Vision

    Beginner · Course · 1 - 3 Months

  • P

    Peking University

    Chinese for HSK 3 PART II

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    284 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Irvine

    English for Effective Business Communications

    Skills you'll gain: English Language, Marketing, Language Competency, Business, Vocabulary, Telecommuting, Human Resources, People Management, Leadership and Management, Human Resource Management, Marketing Management, Business Communication, Recruitment, Promotional Strategies, Grammar

    4.7
    Rating, 4.7 out of 5 stars
    ·
    122 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Multimodal Literacies: Communication and Learning in the Era of Digital Media

    Skills you'll gain: Differentiated Instruction, Teaching, Instructional Strategies, Oral Comprehension, Digital pedagogy, Literacy, Oral Expression, Pedagogy, digital literacy, Learning Styles, Media and Communications, Multimedia, Higher Education, Cultural Diversity, Language Learning, Writing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    183 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Artificial Intelligence for Cybersecurity

    Skills you'll gain: AI Security, Threat Detection, Large Language Modeling, Intrusion Detection and Prevention, LLM Application, Cybersecurity, Cyber Security Strategy, Applied Machine Learning, Fraud detection, AI Integrations, Cyber Engineering, IT Automation, Machine Learning Methods, Cyber Attacks, Anomaly Detection, Federated Learning, Malware Protection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cyber Risk

    Intermediate · Course · 3 - 6 Months

  • P

    Peking University

    Chinese for HSK 3 PART I

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    651 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Edge Impulse

    Edge AI for Microcontrollers

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Embedded Software, Model Training, Machine Learning Methods, Embedded Systems, MLOps (Machine Learning Operations), Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Responsible AI, Data Collection, Predictive Modeling, Artificial Intelligence, Model Optimization, AI literacy, AI Product Strategy, Prototyping, Product Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    896 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Algebra and Differential Calculus for Data Science

    Skills you'll gain: Algebra, Calculus, Applied Mathematics, Graphing, General Mathematics, Data Science, Numerical Analysis, Mathematical Theory & Analysis, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    265 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    Universidades Anáhuac

    Introductory Spanish for the Workplace

    Skills you'll gain: Spanish Language, Bilingual (Spanish/English), Oral Expression, Language Competency, Verbal Communication Skills, Grammar, Language Learning, Business Communication, Oral Comprehension, Vocabulary

    Beginner · Course · 1 - 3 Months

1…737475…834

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

  • AI for Medical Prognosis : DeepLearning.AI
  • Generative AI for Data Scientists: IBM
  • English for Developing a Business: University of California, Irvine
  • Artificial Intelligence for Marketing: Madecraft
  • Chinese for HSK 3 PART II: Peking University
  • English for Effective Business Communications: University of California, Irvine
  • Multimodal Literacies: Communication and Learning in the Era of Digital Media : University of Illinois Urbana-Champaign
  • Artificial Intelligence for Cybersecurity: Packt
  • Chinese for HSK 3 PART I: Peking University
  • Edge AI for Microcontrollers: Edge Impulse

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