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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: New
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    Packt

    Deep Learning, NLP, and AI Applications

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Natural Language Processing, Model Optimization, Deep Learning, PyTorch (Machine Learning Library), Large Language Modeling, Fine-tuning, Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Tensorflow, Artificial Intelligence, Machine Learning Methods, Computer Vision, Model Training

    Advanced · Course · 1 - 3 Months

  • Status: New
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    L

    LearnKartS

    Become AI-Ready: Deep Learning Fundamentals

    Skills you'll gain: Generative AI, Recurrent Neural Networks (RNNs), Deep Learning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Machine Learning, Model Training

    Beginner · Course · 1 - 4 Weeks

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    G

    Google Cloud

    Machine Learning in the Enterprise - Français

    Skills you'll gain: Model Training, MLOps (Machine Learning Operations), Data Management, Google Cloud Platform, Data Governance, Model Deployment, Information Management, Data Store, AI Workflows, Enterprise Modeling, Workflow Management, Model Optimization, Machine Learning Methods, Data Pipelines, Applied Machine Learning, Model Evaluation, Machine Learning, AI Orchestration

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Analyze Financial Fraud Using Machine Learning Analytics

    Skills you'll gain: Data-Driven Decision-Making, Profit and Loss (P&L) Management, Risk Modeling, Financial Statement Analysis, Financial Systems, Operational Analysis, Risk Analysis, Statistical Machine Learning, Financial Regulation, Regulatory Compliance, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Foundations for Active Learning in STEM Courses

    Skills you'll gain: Cooperation, Interactive Learning, Education Software and Technology, Student Engagement, Pedagogy, Education and Training, Instructional Strategies, Learning Theory, Student-Centred Learning, Collaboration, Teamwork, Mathematics Education, Digital pedagogy, Professional Development, Problem Solving, Project Design, Critical Thinking, Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

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    C

    Cleveland Clinic

    Machine Learning in Healthcare: Foundations and Applications

    Skills you'll gain: Machine Learning Methods, Machine Learning, Model Optimization, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Model Training, Health Care, Supervised Learning, Clinical Experience, Health Technology, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Model Training, Data Preprocessing, Model Optimization, Model Evaluation, Predictive Modeling, Data Processing, Development Environment, Predictive Analytics, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
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    17 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    The Teacher and Social and Emotional Learning (SEL)

    Skills you'll gain: Teaching, Social Justice, Emotional Intelligence, Social Skills, Empathy, Self-Awareness, Higher Education, Behavior Management, Classroom Management, Cultural Responsiveness, Curriculum Planning, School Psychology, Empowerment, Personal Development, Childhood Education and Development, Program Evaluation, Advocacy, Professional Development, Growth Mindedness, Mindfulness

    4.7
    Rating, 4.7 out of 5 stars
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    975 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Microsoft

    Build and Operate Machine Learning Solutions with Azure

    Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Data Store, Databricks, Cloud Management, Cloud Computing, Applied Machine Learning, Model Deployment, Data Pipelines, Model Training, Data Preprocessing, Model Optimization, Responsible AI, Machine Learning, Model Evaluation, Information Privacy, Data Security

    3.7
    Rating, 3.7 out of 5 stars
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    71 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Packt

    Foundations of LLMs and Deep Learning for Text Analysis

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, LLM Application, Multimodal Prompts, Recurrent Neural Networks (RNNs), Text Mining, Embeddings, Generative AI, Deep Learning, Fine-tuning, Generative Model Architectures, Artificial Neural Networks, Machine Learning, Data Ethics

    Intermediate · Course · 1 - 4 Weeks

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    The State University of New York

    Exploring Emerging Technologies for Lifelong Learning and Success

    Skills you'll gain: Growth Mindedness, Lifelong Learning, digital literacy, Web Presence, Emerging Technologies, Personal Development, Professional Development, Habit Formation, Security Awareness, Collaboration, Creativity, Communication, Critical Thinking

    4.3
    Rating, 4.3 out of 5 stars
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    444 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Illinois Urbana-Champaign

    Literacy Teaching and Learning: Aims, Approaches and Pedagogies

    Skills you'll gain: Teaching, Differentiated Instruction, Pedagogy, Literacy, Instructional Strategies, Human Learning, Multilingualism, Culture, Digital pedagogy, Education and Training, Cultural Diversity, Learning Theory, Multimedia, Media and Communications

    4.6
    Rating, 4.6 out of 5 stars
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    136 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Deep Learning, NLP, and AI Applications: Packt
  • Become AI-Ready: Deep Learning Fundamentals: LearnKartS
  • Machine Learning in the Enterprise - Français: Google Cloud
  • Analyze Financial Fraud Using Machine Learning Analytics: EDUCBA
  • Foundations for Active Learning in STEM Courses: Johns Hopkins University
  • Machine Learning in Healthcare: Foundations and Applications: Cleveland Clinic
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • The Teacher and Social and Emotional Learning (SEL): University of Colorado Boulder
  • Build and Operate Machine Learning Solutions with Azure: Microsoft
  • Foundations of LLMs and Deep Learning for Text Analysis: 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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