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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


  • E

    Edureka

    AI Security

    Skills you'll gain: AI Security, Responsible AI, Incident Response, Computer Security Incident Management, Data Ethics, Generative AI, LLM Application, Large Language Modeling, Generative Model Architectures, Threat Modeling, Security Testing, Cybersecurity, IT Security Architecture, Security Architecture Review, Artificial Intelligence, Machine Learning, Security Management, MLOps (Machine Learning Operations), Agentic systems, Ethical Standards And Conduct

    4.3 stars, 12 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (12) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze & Apply Generative AI in FinTech with ChatGPT

    Skills you'll gain: Risking, Generative Model Architectures, AI Security, OpenAI, AI Product Strategy, Investment Management, Data Ethics, Technology Strategies, Asset Management, Investments, Portfolio Management, Market Data, Business Ethics, Customer experience improvement, Operational Efficiency

    4.7 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Pandas with Python: Analyze, Transform & Export Data

    Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Data Transformation, Plot (Graphics), Data Analysis Software, Data Analysis, Data Cleansing, Data Preprocessing, Memory Management, Analytics, Sampling (Statistics), Operations

    4.7 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (13) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    IT Support, Networking and Security Foundations

    Skills you'll gain: Hardware Architecture, OSI Models, Computer Networking, Computer Hardware, Disaster Recovery, Virtual Local Area Network (VLAN), Network Administration, Network Architecture, Network Infrastructure, Database Management, General Networking, Network Troubleshooting, Relational Databases, Computer Systems, Wide Area Networks, Databases, Hardware Troubleshooting, Computer Architecture, Networking Hardware, IT Service Management

    4.7 stars, 17 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (17) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Consolidated Financial Reporting & IFRS

    Skills you'll gain: International Financial Reporting Standards, Financial Reporting, Technical Accounting, Intercompany Accounting, Consolidation, Financial Accounting, Corporate Accounting, Generally Accepted Accounting Principles (GAAP), Mergers & Acquisitions, Finance, Business

    5 stars, 7 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (7) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI in Supply Chain

    Skills you'll gain: Supply Chain Management, Supply Chain, Supply Chain Planning, Supply Management, Responsible AI, Inventory Management System, Inventory Control, Supplier Management, Supplier Risk Management, Inventory and Warehousing, Operations Management, LLM Application, AI Enablement, Customer Demand Planning, Demand Planning, Supplier Performance Management, Inventory Control Systems, Generative AI Agents, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    3.4 stars, 8 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.4 (8) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Quality and Safety in Ambulatory Healthcare Management

    Skills you'll gain: Patient Safety, Continuous Quality Improvement (CQI), Performance Improvement, Health Systems, Safety Assurance, Managed Care, Health Care Procedure and Regulation, Accident Prevention, Healthcare Project Management, Risk Management, Health Policy, Project Management, Risk Analysis, Strategic Leadership

    4.7 stars, 37 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (37) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Unilever

    Supply Chain Software Tools

    Skills you'll gain: Supply Chain Systems, Supply Chain Management, Supply Chain, Data Management, Data Lakes, Supply Chain Planning, Data Analysis Software, Real Time Data, Data Storage Technologies, Inventory Management System, Forecasting, Demand Planning, Data Analysis, Data-Driven Decision-Making, AI Enablement, Problem Solving

    4.7 stars, 86 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (86) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Artificial Intelligence in Social Media Analytics

    Skills you'll gain: Social Media Analytics, Social Network Analysis, Machine Learning, Machine Learning Methods, Applied Machine Learning, Large Language Modeling, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Data Processing

    4.5 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (6) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Codio

    Python Basic Structures: Lists, Strings, and Files

    Skills you'll gain: File I/O, Computer Programming, Programming Principles, Data Import/Export, Data Structures, Python Programming, Computer Science, Data Storage

    4.4 stars, 93 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (93) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Resilient Teaching Through Times of Crisis and Change

    Skills you'll gain: Resilience, Teaching, Systems Thinking, Diversity Awareness, Adaptability, Adult Education, Instructional Design, Digital pedagogy, Education Software and Technology, Constructive Feedback, Higher Education, Compassion

    4.8 stars, 62 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (62) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Master Excel Skills: Analyze, Automate & Visualize Data

    Skills you'll gain: Excel Macros, Data Validation, Pivot Tables And Charts, Microsoft Excel, Data Visualization, Scatter Plots, Histogram, Data Integrity, Excel Formulas, Spreadsheet Software, Analysis, Forecasting, Data Analysis Software, Data Analysis, Debugging, Visual Basic (Programming Language), Automation

    4.9 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular unsupervised learning courses

  • AI Security: Edureka
  • Analyze & Apply Generative AI in FinTech with ChatGPT: EDUCBA
  • Pandas with Python: Analyze, Transform & Export Data: EDUCBA
  • IT Support, Networking and Security Foundations: EDUCBA
  • Master Consolidated Financial Reporting & IFRS: EDUCBA
  • AI in Supply Chain: AI CERTs
  • Quality and Safety in Ambulatory Healthcare Management: Johns Hopkins University
  • Supply Chain Software Tools: Unilever
  • Artificial Intelligence in Social Media Analytics: Johns Hopkins University
  • Python Basic Structures: Lists, Strings, and Files: Codio

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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