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    Results for "machine learning"

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Recommender Systems

      Skills you'll gain: AI Personalization, Machine Learning Algorithms, Taxonomy, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Data Collection, Performance Measurement, Benchmarking, Usability Testing, Exploratory Data Analysis, A/B Testing, Analysis, Artificial Intelligence and Machine Learning (AI/ML), Technical Design, Algorithms, System Design and Implementation, Predictive Modeling

      4.3
      Rating, 4.3 out of 5 stars
      ·
      823 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      High-Impact Business Writing

      Skills you'll gain: Business Writing, Business Correspondence, Concision, Editing, Grammar, Proofreading, Business Communication, Report Writing, Global Marketing, Writing, Target Audience, Communication, Virtual Teams, Press Releases, Persuasive Communication, Presentations, Communication Strategies

      4.5
      Rating, 4.5 out of 5 stars
      ·
      3.9K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Culture-Driven Team Building

      Skills you'll gain: Diversity and Inclusion, Diversity Awareness, Team Management, Teamwork, Employee Coaching, Diversity Equity and Inclusion Initiatives, Goal Setting, Intercultural Competence, Cultural Diversity, Emotional Intelligence, Team Building, Team Leadership, Team Performance Management, Systems Thinking, Team Motivation, Presentations, Cognitive flexibility, Change Management, Culture, Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.1K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Cybersecurity Compliance Framework, Standards & Regulations

      Skills you'll gain: IT Service Management, Information Technology Infrastructure Library, Cyber Risk, Data Ethics, Cyber Governance, NIST 800-53, Information Technology, Cybersecurity, ISO/IEC 27001, Security Management, Control Objectives for Information and Related Technology (COBIT), Artificial Intelligence, Risk Management Framework, Open Web Application Security Project (OWASP), Payment Card Industry (PCI) Data Security Standards, General Data Protection Regulation (GDPR)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.4K reviews

      Intermediate · Course · 1 - 3 Months

    • S

      Stanford University

      Social and Economic Networks: Models and Analysis

      Skills you'll gain: Network Analysis, Network Model, Social Sciences, Sociology, Economics, Policy, and Social Studies, Game Theory, Behavioral Economics, Graph Theory, Mathematical Modeling, Markov Model, Probability & Statistics, Probability Distribution, Bayesian Statistics, Simulations

      4.8
      Rating, 4.8 out of 5 stars
      ·
      754 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      AI Applications in Marketing and Finance

      Skills you'll gain: AI Personalization, Big Data, Credit Risk, Risk Management, Personalized Service, Digital Transformation, Business Risk Management, Customer Insights, Machine Learning, Marketing Analytics, Data Mining, Customer Engagement, Risk Analysis, Advanced Analytics, Data-Driven Decision-Making, Anomaly Detection, MarTech, Financial Data, Consumer Behaviour, Customer experience improvement

      4.6
      Rating, 4.6 out of 5 stars
      ·
      409 reviews

      Mixed · Course · 1 - 4 Weeks

    • U

      University of Michigan

      The Science of Success: What Researchers Know that You Should Know

      Skills you'll gain: Growth Mindedness, Action Oriented, Personal Development, Resilience, Conscientiousness, Optimism, Goal Setting, Open Mindset, Self-Motivation, Self-Awareness, Relationship Building, Positivity, Motivational Skills, Persistence, Social Skills, Lifelong Learning, Prioritization, Planning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.8K reviews

      Beginner · Course · 1 - 3 Months

    • U

      Universitat Autònoma de Barcelona

      Digital Systems: From Logic Gates to Processors

      Skills you'll gain: Computer Architecture, Hardware Architecture, Technical Design, System Design and Implementation, Application Specific Integrated Circuits, Embedded Systems, Digital Design, Computer Hardware, Computational Logic, Simulations

      4.3
      Rating, 4.3 out of 5 stars
      ·
      839 reviews

      Intermediate · Course · 1 - 3 Months

    • H

      HEC Paris

      Investment Management in an Evolving and Volatile World by HEC Paris and AXA Investment Managers

      Skills you'll gain: Investment Management, Portfolio Management, Investments, Asset Management, Wealth Management, Financial Market, Finance, Risk Management, Financial Regulation, Performance Analysis, Risk Analysis, Microsoft Excel

      4.6
      Rating, 4.6 out of 5 stars
      ·
      780 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      D

      DeepLearning.AI

      Reinforcement Learning from Human Feedback

      Skills you'll gain: Large Language Modeling, Prompt Engineering, Reinforcement Learning, Performance Tuning, Google Cloud Platform

      4.6
      Rating, 4.6 out of 5 stars
      ·
      23 reviews

      Intermediate · Project · Less Than 2 Hours

    • U

      Utrecht University

      Understanding child development: from synapse to society

      Skills you'll gain: Child Development, Human Development, Speech Language Pathology, Developmental Disabilities, Human Learning, Systems Thinking, Learning Theory, Research, Neurology, Cultural Diversity, Biology

      4.6
      Rating, 4.6 out of 5 stars
      ·
      369 reviews

      Beginner · Course · 1 - 3 Months

    • K

      Kennesaw State University

      Cybersecurity and Its Ten Domains

      Skills you'll gain: Cybersecurity, IT Security Architecture, Network Security, Disaster Recovery, Application Security, Cyber Operations, Cryptography, Cyber Risk, Encryption, Authorization (Computing), Secure Coding, Systems Development Life Cycle, Security Controls, Cyber Governance, Cyber Security Policies, Infrastructure Security, Security Awareness, Safety and Security, Identity and Access Management, Incident Management

      4.4
      Rating, 4.4 out of 5 stars
      ·
      2.4K reviews

      Beginner · Course · 1 - 3 Months

    Searches related to machine learning

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    machine learning stanford
    machine learning foundations: a case study approach
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    1…606162…418

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

    • Recommender Systems: University of Minnesota
    • High-Impact Business Writing: University of California, Irvine
    • Culture-Driven Team Building: University of Pennsylvania
    • Cybersecurity Compliance Framework, Standards & Regulations: IBM
    • Social and Economic Networks: Models and Analysis: Stanford University
    • AI Applications in Marketing and Finance: University of Pennsylvania
    • The Science of Success: What Researchers Know that You Should Know: University of Michigan
    • Digital Systems: From Logic Gates to Processors: Universitat Autònoma de Barcelona
    • Investment Management in an Evolving and Volatile World by HEC Paris and AXA Investment Managers: HEC Paris
    • Reinforcement Learning from Human Feedback: DeepLearning.AI

    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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