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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


  • I

    Infosec

    Introduction to Cybersecurity Foundations

    Skills you'll gain: Cybersecurity, Cloud Computing, Network Monitoring, Command-Line Interface, Cloud Services, General Networking, Linux Commands, Linux, Virtual Machines

    4.7 stars, 542 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Building Systems with the ChatGPT API

    Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Large Language Modeling, Prompt Engineering, Prompt Patterns, AI Workflows, OpenAI, Generative AI Agents, Self Service Technologies, Jupyter

    4.7 stars, 359 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.7 (359) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • G

    Goldman Sachs

    Grow Your Business with Goldman Sachs 10,000 Women

    Skills you'll gain: Market Opportunities, Business Planning, Feasibility Studies, Growth Strategies, Business Development, Strategic Thinking, Entrepreneurship, Proposal Development, Business Analytics, Goal Setting, Peer Review, Innovation

    4.8 stars, 1.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (1.2K) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • F

    Fractal Analytics

    Generative AI for Developers

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, AI Workflows, AI literacy, Artificial Intelligence, Object Oriented Programming (OOP), Risking, Machine Learning Methods, Artificial Neural Networks, Maintainability, Computer Programming, AI powered creativity, Debugging, Problem Solving, Critical Thinking, Data Analysis

    4.6 stars, 426 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (426) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Power BI Analytics & Dashboards with DAX

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Data Modeling, Data Import/Export, Dashboard Creation, Interactive Data Visualization, Data Cleansing, Business Intelligence, Data Transformation, Power Platform Architecture & Technical Design, Business Intelligence Software, Data Visualization Software, Data Sharing, Role-Based Access Control (RBAC), Security Strategy

    4.7 stars, 14 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (14) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Management and financial accounting: Know your numbers 1

    Skills you'll gain: Governance, Management Accounting, Budgeting, Financial Modeling, Financial Data, Financial Forecasting, Accounting, Financial Analysis, Forecasting, Financial Management, Financial Acumen, General Accounting, Financial Statement Analysis, Financial Accounting, Financial Statements, Business Acumen, Business Modeling, Business Metrics, Corporate Strategy, Standard Accounting Practices

    4.7 stars, 322 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (322) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    HR Training and Talent Management

    Skills you'll gain: Succession Planning, Talent Recruitment, Talent Acquisition, Performance Appraisal, Employee Onboarding, Full Cycle Recruitment, Recruitment Strategies, Workforce Planning, Human Resource Strategy, Human Resources Management and Planning, Performance Review, Strategic Planning, Organizational Strategy, Human Resources, Job Analysis, Strategic Leadership, Performance Measurement, Business Planning, Performance Management, Recruitment

    4.9 stars, 11 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (11) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    National Taiwan University

    人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)

    Skills you'll gain: Artificial Intelligence, Computational Logic, AI literacy, Model Optimization, Simulations, Machine Learning Methods, Algorithms

    4.8 stars, 327 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (327) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Foundations and Core Concepts of PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence, Model Optimization, Data Preprocessing, Regression Analysis, Software Installation, System Configuration

    4.5 stars, 62 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Digital Marketing Campaign Optimization

    Skills you'll gain: Digital Marketing, Email Marketing, Pay Per Click Advertising, Digital Marketing Campaigns, Blogs, Content Performance Analysis, Marketing Strategies, Online Advertising, Advertising Campaigns, Campaign Management, Marketing Planning, Digital Marketing Tools, Search Engine Optimization, Digital Advertising, Marketing Effectiveness, Contextual Advertising, Social Media, Data-Driven Marketing, Social Media Marketing, Marketing Strategy and Techniques

    5 stars, 17 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (17) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Generative AI for Sales

    Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Pipelines, AI Personalization, Sales Operations, Responsible AI, Lead Generation, Sales Development, Competitive Analysis, Sales Management, Marketing Automation, Customer Relationship Management (CRM) Software, Account Management, Business Process Automation, Business Intelligence, Workflow Management, Market Analysis, Data-Driven Decision-Making, Forecasting, Artificial Intelligence

    4 stars, 40 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4 (40) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • 2

    28DIGITAL

    Cybersecurity Awareness and Innovation

    Skills you'll gain: Computer Security Awareness Training, Threat Management, Cyber Risk, User Accounts

    4.6 stars, 779 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (779) · Beginner · Course · 1 - 3 Months

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

  • Introduction to Cybersecurity Foundations: Infosec
  • Building Systems with the ChatGPT API: DeepLearning.AI
  • Grow Your Business with Goldman Sachs 10,000 Women: Goldman Sachs
  • Generative AI for Developers: Fractal Analytics
  • Master Power BI Analytics & Dashboards with DAX: EDUCBA
  • Management and financial accounting: Know your numbers 1: Macquarie University
  • HR Training and Talent Management: EDUCBA
  • 人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic): National Taiwan University
  • Foundations and Core Concepts of PyTorch: Packt
  • Digital Marketing Campaign Optimization: EDUCBA

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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