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  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.


Popular Unsupervised Learning Courses and Certifications


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    The George Washington University

    Leading Healthcare Quality and Safety

    Skills you'll gain: Patient Safety, Health Informatics, Health Care Administration, Continuous Quality Improvement (CQI), Health Policy, Healthcare Industry Knowledge, Health Care, Leadership, Innovation, Systems Thinking, Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Introduction to Networking and Cloud Computing

    Skills you'll gain: Network Security, Cloud Computing, Network Infrastructure, Microsoft Azure, Cloud Services, Firewall, Computer Networking, Virtualization and Virtual Machines, Digital Transformation, Networking Hardware, Cybersecurity, Network Protocols, Network Monitoring, Artificial Intelligence and Machine Learning (AI/ML)

    4.8
    Rating, 4.8 out of 5 stars
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    550 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Applied Python Data Engineering

    Skills you'll gain: Data Visualization Software, PySpark, Data Visualization, Snowflake Schema, Data Storytelling, Site Reliability Engineering, Docker (Software), Databricks, Containerization, Interactive Data Visualization, Plotly, Data Pipelines, Matplotlib, Kubernetes, Dashboard, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
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    109 reviews

    Intermediate · Specialization · 1 - 3 Months

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    University of Toronto

    State Estimation and Localization for Self-Driving Cars

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

    4.7
    Rating, 4.7 out of 5 stars
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    838 reviews

    Advanced · Course · 1 - 3 Months

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    Universidad de los Andes

    Ciencia de datos​

    Skills you'll gain: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Classification And Regression Tree (CART), Data Quality, Data Science, Jupyter, Data Analysis, Statistical Machine Learning, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Statistical Analysis, Regression Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    551 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Analytics, Data Science, Data Processing, Feature Engineering, Machine Learning, Telemarketing, Application Deployment

    4.9
    Rating, 4.9 out of 5 stars
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    53 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Johns Hopkins University

    AI for Cybersecurity

    Skills you'll gain: Anomaly Detection, Generative AI, Fraud detection, Intrusion Detection and Prevention, Malware Protection, Continuous Monitoring, Cybersecurity, Threat Detection, Cyber Threat Intelligence, Feature Engineering, Network Analysis, Cyber Security Strategy, Threat Modeling, Email Security, System Design and Implementation, Network Security, Jupyter, Authentications, Deep Learning, Machine Learning Software

    4.2
    Rating, 4.2 out of 5 stars
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    90 reviews

    Intermediate · Specialization · 3 - 6 Months

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    McMaster University

    Mindshift: Transforma tu mente para superar obstáculos en el aprendizaje y descubrir tu potencial oculto.

    Skills you'll gain: Lifelong Learning, Mentorship, Willingness To Learn, Adaptability, Professional Development, Personal Development, Growth Mindedness, Learning Strategies, Resilience, Self-Awareness, Cognitive flexibility, Stress Management, Overcoming Obstacles

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    AI Fundamentals in Financial Services

    Skills you'll gain: Financial Services, Artificial Intelligence, FinTech, Financial Regulation, Banking, Fraud detection, Machine Learning, Data Ethics, Natural Language Processing, AI Personalization, Deep Learning, Credit Risk, Data-Driven Decision-Making, Case Studies, Reinforcement Learning, Big Data, Algorithms, Data Management, Customer Service

    4.7
    Rating, 4.7 out of 5 stars
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    43 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of California, Davis

    Computational Social Science Methods

    Skills you'll gain: Social Network Analysis, Social Sciences, Network Analysis, Data Science, Machine Learning, Computational Thinking, Artificial Intelligence, Data Analysis, Simulations, Big Data, Scientific Methods

    4.7
    Rating, 4.7 out of 5 stars
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    350 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Innovating with Google Cloud Artificial Intelligence

    Skills you'll gain: Google Cloud Platform, Artificial Intelligence, Responsible AI, Cloud API, Cloud Solutions, Data Quality, Machine Learning, Applied Machine Learning, Business Solutions, Natural Language Processing, Computer Vision, Data Science

    4.8
    Rating, 4.8 out of 5 stars
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    109 reviews

    Beginner · Course · 1 - 4 Weeks

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    The World Bank Group

    From Climate Science to Action

    Skills you'll gain: Climate Change Programs, Climate Change Adaptation, Climate Change Mitigation, Interactive Learning, Sustainable Development, Environment, Environmental Policy, Natural Resource Management, Environmental Science, Energy and Utilities, Water Resource Management, Scientific Methods, Policy Analysis, Cooperation, Collaboration, Policy Development

    4.7
    Rating, 4.7 out of 5 stars
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    474 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to unsupervised learning

unsupervised learning, recommenders, reinforcement learning
supervised learning
advanced ml algorithms & unsupervised learning
unsupervised algorithms in machine learning
trees, svm and unsupervised learning
applied unsupervised learning in python
unsupervised learning and its applications in marketing
supervised machine learning: regression
1…154155156…505

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

  • Leading Healthcare Quality and Safety: The George Washington University
  • Introduction to Networking and Cloud Computing: Microsoft
  • Applied Python Data Engineering: Duke University
  • State Estimation and Localization for Self-Driving Cars: University of Toronto
  • Ciencia de datos​: Universidad de los Andes
  • Predictive Analytics for Business with H2O in R: Coursera
  • AI for Cybersecurity: Johns Hopkins University
  • Mindshift: Transforma tu mente para superar obstáculos en el aprendizaje y descubrir tu potencial oculto.: McMaster University
  • AI Fundamentals in Financial Services: Saïd Business School, University of Oxford
  • Computational Social Science Methods: University of California, Davis

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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