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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


  • Status: Free Trial
    Free Trial
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    Case Western Reserve University

    Conversations That Inspire: Coaching Learning, Leadership and Change

    Skills you'll gain: Coaching, Empathy, Leadership Development, People Development, Active Listening, Emotional Intelligence, Organizational Leadership, Self-Awareness, Organizational Change, Leadership, Change Management, Neurology, Self-Motivation, Stress Management, Goal Setting, Physiology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    355 reviews

    Mixed · Course · 1 - 3 Months

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    The University of Edinburgh

    Learning for a Sustainable Future: Live at COP29

    Skills you'll gain: Sustainable Development, Cooperation, Discussion Facilitation, Collaboration, Research, Community Development, Creative Thinking, Community Outreach, Climate Change Adaptation, Student Engagement, Environmental Policy, Climate Change Mitigation, Education and Training

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Illinois Urbana-Champaign

    Negotiating Learner Differences: Towards Productive Diversity in Learning

    Skills you'll gain: Education Software and Technology, Differentiated Instruction, Diversity Awareness, Cultural Diversity, Cultural Responsiveness, Blended Learning, Special Education, Human Learning, Teaching, Pedagogy, Individualized Education Programs (IEP), Higher Education, Student-Centred Learning, Instructional Strategies, Social Justice, Socioeconomics

    4.4
    Rating, 4.4 out of 5 stars
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    29 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Glasgow

    Explainable deep learning models for healthcare - CDSS 3

    Skills you'll gain: Deep Learning, Applied Machine Learning, Image Analysis, Time Series Analysis and Forecasting, Machine Learning, Machine Learning Algorithms, Responsible AI, Artificial Neural Networks, Data Processing, Healthcare Ethics

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Tidymodels in R: Building tidy machine learning models

    Skills you'll gain: Tidyverse (R Package), Data Visualization, Clinical Data Management, Data Manipulation, Predictive Modeling, R Programming, Data Processing, Data Cleansing, Predictive Analytics, Data Pipelines, Feature Engineering, Applied Machine Learning, Machine Learning, Statistical Modeling, Performance Tuning, Hospital Medicine

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Create video, audio and infographics for online learning

    Skills you'll gain: Video Production, Infographics, Multimedia, Peer Review, Content Creation, Constructive Feedback, Design Thinking, Media Production, Design, Storytelling, Scripting

    4.8
    Rating, 4.8 out of 5 stars
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    100 reviews

    Beginner · Course · 1 - 3 Months

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    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Feature Engineering, Supervised Learning, Applied Machine Learning, Machine Learning, Decision Tree Learning, Random Forest Algorithm, Deep Learning, Artificial Neural Networks, Unsupervised Learning, Dimensionality Reduction, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    35 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    S

    SAS

    Machine Learning Rock Star – the End-to-End Practice

    Skills you'll gain: Predictive Modeling, Responsible AI, Predictive Analytics, Machine Learning, Data Ethics, MLOps (Machine Learning Operations), Applied Machine Learning, Data-Driven Decision-Making, Statistical Modeling, Performance Measurement, Supervised Learning, Business Ethics, Decision Tree Learning, Artificial Intelligence and Machine Learning (AI/ML), Leadership and Management, Business Analytics, Data Science, Machine Learning Algorithms, Artificial Intelligence, Data Processing

    4.8
    Rating, 4.8 out of 5 stars
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    189 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Data and Machine Learning for Technical Product Managers

    Skills you'll gain: Technical Communication, Technical Product Management, Program Evaluation, Performance Metric, Data Analysis, Agile Methodology, Project Management, Analytics, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, Large Language Modeling, R Programming, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Regression Analysis for Statistics & Machine Learning in R

    Skills you'll gain: Data Cleansing, R Programming, Statistical Analysis, R (Software), Data Manipulation, Classification And Regression Tree (CART), Advanced Analytics, Statistical Modeling, Random Forest Algorithm, Statistical Methods, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Whizlabs

    Azure ML: Explore & Configure the Machine Learning Workspace

    Skills you'll gain: Statistical Modeling, Microsoft Azure, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Statistics, MLOps (Machine Learning Operations), Azure Synapse Analytics, Cloud Computing, Data Management, Virtual Machines

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Smart Analytics, Machine Learning, and AI on Google Cloud

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Tensorflow, Unstructured Data, Applied Machine Learning, Data Pipelines, Big Data, Machine Learning, Jupyter, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 3 Months

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…404142…505

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

  • Conversations That Inspire: Coaching Learning, Leadership and Change: Case Western Reserve University
  • Learning for a Sustainable Future: Live at COP29: The University of Edinburgh
  • Negotiating Learner Differences: Towards Productive Diversity in Learning: University of Illinois Urbana-Champaign
  • Explainable deep learning models for healthcare - CDSS 3: University of Glasgow
  • Tidymodels in R: Building tidy machine learning models: Coursera
  • Create video, audio and infographics for online learning : Macquarie University
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • Machine Learning Rock Star – the End-to-End Practice: SAS
  • Data and Machine Learning for Technical Product Managers: Coursera
  • Regression Analysis for Statistics & Machine Learning in R: Packt

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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