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    • Mathematics For Machine Learning

    Mathematics for Machine Learning Courses Online

    Master mathematics for machine learning. Learn about linear algebra, calculus, and probability theory as foundations for building machine learning models.

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    Explore the Mathematics for Machine Learning Course Catalog

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science: Foundations using R

      Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Data Wrangling, Plot (Graphics), Statistical Programming, Statistical Visualization, Ggplot2, R (Software), Dimensionality Reduction, Data Visualization Software, Knitr, Data Sharing, GitHub, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      48K reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Mastering Data Analysis with Pandas: Learning Path Part 3

      Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Python Programming, Data Transformation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      19 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Strategizing the Use of Generative AI in Learning Design

      Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, ChatGPT, LLM Application, Education Software and Technology, Design Strategies, Artificial Intelligence, Data Ethics, Content Creation, Professional Development

      4.9
      Rating, 4.9 out of 5 stars
      ·
      18 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Academic Success for English Learners

      Skills you'll gain: Differentiated Instruction, Instructional Strategies, Learning Strategies, Special Education, Teaching, Individualized Education Programs (IEP), Student Engagement, Lesson Planning, Developmental Disabilities, Language Learning, Cultural Responsiveness

      4.6
      Rating, 4.6 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      A

      AI CERTs

      AI for Healthcare

      Skills you'll gain: Medical Imaging, Healthcare Ethics, Healthcare Industry Knowledge, Health Informatics, Machine Learning, Care Management, Predictive Analytics, Health Care Procedure and Regulation, Natural Language Processing, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Patient Flow, Precision Medicine, Treatment Planning, Computer Science, Generative AI, Generative AI Agents, Medical Support, Business Strategy, Business

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Mastering Data Analysis with Pandas: Learning Path Part 4

      Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Time Series Analysis and Forecasting, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      17 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Preview
      Preview
      E

      EIT Digital

      AI for Cybersecurity

      Skills you'll gain: Cybersecurity, Information Systems Security, Cyber Threat Intelligence, Data Ethics, Deep Learning, Intrusion Detection and Prevention, Artificial Intelligence and Machine Learning (AI/ML), Malware Protection, Natural Language Processing, Artificial Intelligence, Threat Detection, Anomaly Detection, Machine Learning, Supervised Learning

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Scrimba

      Intro to SQL

      Skills you'll gain: SQL, Data Manipulation, Query Languages, Database Management, Relational Databases, Stored Procedure, Data Synthesis, IT Automation, Scripting, Database Management Systems, Data Access

      4.5
      Rating, 4.5 out of 5 stars
      ·
      23 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      S

      Simplilearn

      Python Programming Essentials Training

      Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computational Thinking, Application Development, Python Programming, Computer Programming, Development Environment, Integrated Development Environments, Software Design, Data Structures, Software Installation

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      English for Effective Business Communications

      Skills you'll gain: English Language, Marketing, Business, Vocabulary, Telecommuting, Human Resources, Office Management, Leadership and Management, Business Communication, Recruitment, Business Writing, Grammar, Communication

      4.7
      Rating, 4.7 out of 5 stars
      ·
      116 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Essential English for Business Professionals

      Skills you'll gain: Presentations, English Language, Verbal Communication Skills, Communication, Non-Verbal Communication, Entrepreneurship, Microsoft PowerPoint, Business Communication, Sales, Interpersonal Communications, Project Management, Business Leadership, Crisis Management, Organizational Structure, Marketing, Leadership and Management, Business, Vocabulary, Telecommuting, Human Resources

      4.7
      Rating, 4.7 out of 5 stars
      ·
      193 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      S

      Stanford University

      Introduction to Statistics

      Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution

      4.6
      Rating, 4.6 out of 5 stars
      ·
      4.2K reviews

      Beginner · Course · 1 - 3 Months

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

    • Data Science: Foundations using R: Johns Hopkins University
    • Mastering Data Analysis with Pandas: Learning Path Part 3: Coursera Project Network
    • Strategizing the Use of Generative AI in Learning Design : University of Michigan
    • Academic Success for English Learners: Rice University
    • AI for Healthcare: AI CERTs
    • Mastering Data Analysis with Pandas: Learning Path Part 4: Coursera Project Network
    • AI for Cybersecurity: EIT Digital
    • Intro to SQL: Scrimba
    • Python Programming Essentials Training: Simplilearn
    • English for Effective Business Communications: University of California, Irvine

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