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    Results for "machine learning"

    • U

      Universiteit Leiden

      Introduction to Comparative Indo-European Linguistics

      Skills you'll gain: Ancient History, Culture, Language Learning, Language Interpretation, Translation, and Studies, Anthropology, Oral Comprehension, Grammar, Timelines, Literacy, Research, Research Methodologies

      4.6
      Rating, 4.6 out of 5 stars
      ·
      96 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of Michigan

      Problem Solving Using Computational Thinking

      Skills you'll gain: Computational Thinking, Programming Principles, Computer Science, Disaster Recovery, Algorithms, Design Thinking, Simulations

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.3K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      AI in Healthcare Capstone

      Skills you'll gain: Patient Evaluation, Health Informatics, Clinical Data Management, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Application Deployment, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Healthcare Industry Knowledge, Predictive Modeling, Performance Tuning, Regulatory Compliance, Feature Engineering

      4.7
      Rating, 4.7 out of 5 stars
      ·
      258 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      K

      Khalifa University

      Arabic for Beginners

      Skills you'll gain: Oral Comprehension, Language Learning, Language Competency, Culture, Vocabulary, Writing, Cultural Diversity, Grammar, Oral Expression, Literacy, Language Interpretation, Translation, and Studies

      4.6
      Rating, 4.6 out of 5 stars
      ·
      98 reviews

      Beginner · Specialization · 3 - 6 Months

    • U

      University of Rochester

      Introduction to Self-Determination Theory: An approach to motivation, development and wellness

      Skills you'll gain: Self-Motivation, Self-Awareness, Motivational Skills, Social Sciences, Mindfulness, Personal Development, Learning Theory, Culture, Economics, Policy, and Social Studies, Human Development, Psychology, Employee Engagement, Cultural Diversity, School Psychology, Goal Setting, Coaching, Psychotherapy, Relationship Building

      4.8
      Rating, 4.8 out of 5 stars
      ·
      511 reviews

      Beginner · Course · 1 - 3 Months

    • N

      National Taiwan University

      BIM Application for Engineers

      Skills you'll gain: Autodesk Revit, Building Information Modeling, Autodesk, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Data Integration

      4.7
      Rating, 4.7 out of 5 stars
      ·
      502 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      State Estimation and Localization for Self-Driving Cars

      Skills you'll gain: Global Positioning Systems, Estimation, Machine Learning Methods, Computer Vision, Spatial Data Analysis, Mathematical Modeling, Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      835 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Virginia

      Design Thinking

      Skills you'll gain: Brainstorming, Design Thinking, Innovation, Ideation, Creative Thinking, User Research, Human Centered Design, Creative Problem-Solving, Design Research, Open Mindset, Stakeholder Management, Project Scoping, User Experience Design, Persona Development, Project Planning, Process Mapping, Value Engineering, Product Development, Growth Mindedness, Visionary

      4.6
      Rating, 4.6 out of 5 stars
      ·
      217 reviews

      Beginner · Specialization · 3 - 6 Months

    • Y

      Yale University

      Introduction to Medical Software

      Skills you'll gain: Clinical Trials, Software Development Life Cycle, Software Quality Assurance, Systems Development, Usability, Software Development, Medical Privacy, Human Computer Interaction, Verification And Validation, Risk Management, Medical Management, User Interface (UI), Health Care Procedure and Regulation, Software Design, Healthcare Industry Knowledge, Regulatory Compliance, Health Technology, Entrepreneurship, Artificial Intelligence and Machine Learning (AI/ML), Cybersecurity

      4.8
      Rating, 4.8 out of 5 stars
      ·
      263 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Python Programming Essentials

      Skills you'll gain: Programming Principles, Python Programming, Development Environment, Computer Programming, Integrated Development Environments, Debugging

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.5K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Extended Reality for Everybody

      Skills you'll gain: Augmented and Virtual Reality (AR/VR), Augmented Reality, Storyboarding, Virtual Reality, Unreal Engine, Usability Testing, Design Thinking, Prototyping, Unity Engine, User Experience Design, Interaction Design, Conceptual Design, Human Centered Design, User Research, Application Development, Wireframing, Web Content Accessibility Guidelines, Emerging Technologies, Data Ethics, Virtual Environment

      4.7
      Rating, 4.7 out of 5 stars
      ·
      556 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Infosec

      Python for Cybersecurity

      Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Hunting, Threat Detection, Threat Modeling, Cybersecurity, Network Security, System Monitoring, Cyber Operations, Continuous Monitoring, Cyber Threat Intelligence, Endpoint Security, Incident Response, Scripting, Network Monitoring, Command-Line Interface, Python Programming, Data Access, Authorization (Computing), IT Automation, Intrusion Detection and Prevention

      4.5
      Rating, 4.5 out of 5 stars
      ·
      506 reviews

      Intermediate · Specialization · 3 - 6 Months

    Searches related to machine learning

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    machine learning foundations: a case study approach
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    1…9899100…419

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

    • Introduction to Comparative Indo-European Linguistics: Universiteit Leiden
    • Problem Solving Using Computational Thinking: University of Michigan
    • AI in Healthcare Capstone: Stanford University
    • Arabic for Beginners: Khalifa University
    • Introduction to Self-Determination Theory: An approach to motivation, development and wellness: University of Rochester
    • BIM Application for Engineers: National Taiwan University
    • State Estimation and Localization for Self-Driving Cars: University of Toronto
    • Design Thinking: University of Virginia
    • Introduction to Medical Software: Yale University
    • Python Programming Essentials: Rice University

    Frequently Asked Questions about Machine Learning

    Machine learning courses on Coursera cover a range of essential skills including:

    • Supervised learning and unsupervised learning methodologies
    • Neural networks and deep learning architectures
    • Algorithmic foundations such as regression, classification, and clustering
    • Data preprocessing, feature engineering, and data augmentation techniques
    • Model evaluation and optimization methods
    • Practical applications of machine learning in various industries
    • Implementation of machine learning algorithms using Python and libraries like TensorFlow and PyTorch‎

    No prior programming experience is required to begin beginner machine learning courses, but having some foundational knowledge in programming (especially Python) can be very beneficial. The curriculum is structured to accommodate learners at all levels:

    • Beginners can start with introductory courses that cover basic programming and data handling.
    • Intermediate learners can advance to applying machine learning algorithms on real data.
    • Advanced professionals can explore specialized areas such as deep learning, reinforcement learning, or natural language processing.‎

    Machine learning courses on Coursera offer a variety of credentialing options:

    • Professional certificates that demonstrate a more comprehensive understanding of machine learning concepts and techniques.
    • Specialized course certificates in areas such as artificial intelligence, data science, or specific technologies like TensorFlow.
    • Certifications from leading tech companies and universities that can help enhance your professional credibility and career prospects.‎

    Skills in machine learning can open doors to numerous high-demand roles in technology and research, including:

    • Machine Learning Engineer
    • Data Scientist
    • AI Research Scientist
    • Robotics Engineer
    • Quantitative Analyst in finance
    • Software Developer specializing in AI
    • Professionals in these roles utilize machine learning techniques to create innovative solutions, improve data-driven decision-making, and push the boundaries of artificial intelligence.

    Discover which machine learning role suits you best by taking our career quiz!‎

    Yes, Coursera offers a variety of free courses across many topics, including machine learning. While you can access most course materials for free by auditing the courses, this does not include graded assignments or a completion certificate. For those looking to obtain a certificate to showcase their learning or enhance their professional profile, Coursera provides the option to purchase the course. Additionally, Coursera offers free trials or financial aid to learners who qualify, making certifications more accessible to everyone.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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