• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Statistical Machine Learning
    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Results for "statistical machine learning"

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      An Introduction to Learning Experience Design (LXD)

      Skills you'll gain: Multimedia, Learning Theory, Web Content Accessibility Guidelines, Instructional Design, Educational Materials, Program Evaluation, Course Development, Design, Professional Development, Education Software and Technology, Design Thinking, Motivational Skills, Adult Learning Principles, Brainstorming, Diversity Equity and Inclusion Initiatives, Needs Assessment, Storyboarding, Content Creation, User Centered Design, Student-Centred Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      88 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Data Analytics with Excel and R

      Skills you'll gain: Data Storytelling, Data Visualization, Dashboard, Extract, Transform, Load, Database Design, Shiny (R Package), Pivot Tables And Charts, SQL, Rmarkdown, Data Analysis, Ggplot2, Data Wrangling, Data Visualization Software, Relational Databases, Leaflet (Software), IBM Cognos Analytics, Data Cleansing, Excel Formulas, Web Scraping, Data Manipulation

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      29K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Skills for Business

      Skills you'll gain: Dashboard, Excel Macros, Data Cleansing, Excel Formulas, Microsoft Excel, Data Validation, Spreadsheet Software, Data Visualization, Data Analysis Expressions (DAX), Data Modeling, Data Management, Data Entry, Consolidation, Productivity Software, Automation, Business Modeling, Data Integrity, Financial Modeling, File Management, Business Reporting

      4.9
      Rating, 4.9 out of 5 stars
      ·
      62K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      E

      EDUCBA

      Linear Regression & Supervised Learning in Python

      Skills you'll gain: Exploratory Data Analysis, Data Visualization, Descriptive Statistics, Regression Analysis, Data Analysis, Supervised Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Statistical Analysis, Statistical Modeling, Applied Machine Learning, Pandas (Python Package), Data Transformation, Data Manipulation

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Analysis and Visualization Foundations

      Skills you'll gain: Data Storytelling, Data Visualization, Dashboard, Extract, Transform, Load, Pivot Tables And Charts, Data Visualization Software, Data Analysis, IBM Cognos Analytics, Data Cleansing, Excel Formulas, Statistical Analysis, Looker (Software), Data Quality, Business Analytics, Big Data, Microsoft Excel, Data Wrangling, Data Processing, Data Mining, Exploratory Data Analysis

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      28K reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Commonwealth Education Trust

      Foundations of Teaching for Learning: Introduction

      Skills you'll gain: Teaching, Student Engagement, Creativity, Education and Training, Adaptability, Classroom Management, Cognitive flexibility, Instructional Strategies, Lifelong Learning, Learning Styles, Professional Development, Learning Theory, Curriculum Planning, Constructive Feedback, Planning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      840 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Arizona State University TESOL

      Skills you'll gain: Oral Comprehension, Lesson Planning, Education Software and Technology, Pedagogy, Teaching, Literacy, Learning Strategies, Instructional Strategies, Language Competency, Grammar, Curriculum Planning, Learning Styles, English Language, Motivational Skills, Classroom Management, Presentations, Language Learning, Drive Engagement, Design Strategies, Design Elements And Principles

      4.9
      Rating, 4.9 out of 5 stars
      ·
      21K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      H

      HRCI

      Learning and Development

      Skills you'll gain: Training Programs, Training and Development, Compliance Training, Employee Training, Adult Education, Instructional Design, Developing Training Materials, Management Training And Development, Program Evaluation, Workforce Development, Needs Assessment, Succession Planning, Employee Coaching, Professional Development, Learning Styles

      4.8
      Rating, 4.8 out of 5 stars
      ·
      741 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      UNSW Sydney (The University of New South Wales)

      Learning to Teach Online

      Skills you'll gain: Learning Management Systems, Teaching, Education Software and Technology, Planning, Technology Strategies, End User Training and Support, Digital Communications, Innovation, Emerging Technologies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.2K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      Y

      Yale University

      Introduction to Psychology

      Skills you'll gain: Psychology, Mental and Behavioral Health Specialties, Human Development, Scientific Methods, Clinical Psychology, Research, Culture, Social Sciences, Learning Theory, Psychiatry, Child Development, Neurology, Critical Thinking, Problem Solving

      4.9
      Rating, 4.9 out of 5 stars
      ·
      32K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science

      Skills you'll gain: Rmarkdown, Shiny (R Package), Exploratory Data Analysis, Statistical Inference, Statistical Hypothesis Testing, Predictive Modeling, Regression Analysis, Plot (Graphics), Knitr, Statistical Analysis, Machine Learning Algorithms, R Programming, Statistical Methods, Plotly, Data Manipulation, Statistical Visualization, Statistical Modeling, Data Science, Machine Learning, GitHub

      4.5
      Rating, 4.5 out of 5 stars
      ·
      51K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning: PCA

      Skills you'll gain: Dimensionality Reduction, Probability & Statistics, NumPy, Statistics, Jupyter, Linear Algebra, Data Science, Python Programming, Machine Learning, Applied Mathematics

      4
      Rating, 4 out of 5 stars
      ·
      3.2K reviews

      Intermediate · Course · 1 - 4 Weeks

    Searches related to statistical machine learning

    regression analysis for statistics & machine learning in r
    data science: statistics and machine learning
    probability & statistics for machine learning & data science
    1…101112…511

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

    • An Introduction to Learning Experience Design (LXD): University of Michigan
    • IBM Data Analytics with Excel and R: IBM
    • Excel Skills for Business: Macquarie University
    • Linear Regression & Supervised Learning in Python: EDUCBA
    • Data Analysis and Visualization Foundations: IBM
    • Foundations of Teaching for Learning: Introduction: Commonwealth Education Trust
    • Arizona State University TESOL: Arizona State University
    • Learning and Development: HRCI
    • Learning to Teach Online: UNSW Sydney (The University of New South Wales)
    • Introduction to Psychology : Yale University

    Other topics to explore

    Arts and Humanities
    338 courses
    Business
    1095 courses
    Computer Science
    668 courses
    Data Science
    425 courses
    Information Technology
    145 courses
    Health
    471 courses
    Math and Logic
    70 courses
    Personal Development
    137 courses
    Physical Science and Engineering
    413 courses
    Social Sciences
    401 courses
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok