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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


  • T

    Total Seminars

    AWS Additional Services & Operational Excellence

    Skills you'll gain: Cloud Computing Architecture, Amazon Web Services, Solution Architecture, Security Controls, Amazon Elastic Compute Cloud, AWS CloudFormation, Amazon Redshift, Cloud Platforms, Cloud Services, Cloud Infrastructure, Cloud Development, Microservices, Amazon S3, Cloud Applications, Systems Architecture, AWS Kinesis, Cloud Security, Cloud Management, Cloud Storage, AWS Identity and Access Management (IAM)

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Scrimba

    Introduction to Hermes Agent

    Skills you'll gain: Cloud Deployment, Agentic Workflows, Model Deployment, Application Deployment, Generative AI Agents, Agentic systems, AI Workflows, Token Optimization, LLM Application, Cloud Hosting, Virtual Machines, System Configuration, Automation, Servers, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Context Engineering, Generative AI, Prompt Engineering

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • S

    Sage Publications

    Project Planning & Execution: Manage and Lead Teams

    Skills you'll gain: Stakeholder Management, Teamwork, Stakeholder Engagement, Stakeholder Analysis, Project Management, Conflict Management, Stakeholder Communications, Collaboration, Leadership and Management, Team Management, Project Planning, Project Design, Leadership Studies, Project Management Life Cycle, Team Leadership, Project Coordination, Team Building, Organizational Leadership, Project Scoping, Timelines

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Linear Algebra from Elementary to Advanced

    Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Engineering Analysis, Mathematical Theory & Analysis, Geometry, Applied Machine Learning, Markov Model

    4.7 stars, 240 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (240) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Motivating Others: The Foundations of Inspiring Performance

    Skills you'll gain: Motivational Skills, Team Motivation, Smart Goals, Employee Coaching, Team Performance Management, Active Listening, Employee Performance Management, Goal Setting, Performance Management, Leadership and Management, Employee Engagement, Auditing, Recognizing Others, Coaching, Drive Engagement, Collaboration, Relationship Building, Compensation Management, Corporate Communications, Revenue Recognition

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • B

    Board Infinity

    Multi-Agent AI Systems: Build a Team of AI Bots with CrewAI

    Skills you'll gain: AI Orchestration, AI Workflows, Generative AI Agents, LLM Application, Agentic systems, Tool Calling, Context Management, Retrieval-Augmented Generation, Data Persistence

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Master of Science in Artificial Intelligence

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Object Oriented Design, Real-Time Operating Systems, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization, Supervised Learning

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • D

    DeepLearning.AI

    Build Better Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Model Training, Model Evaluation, Responsible AI, Data Ethics, Machine Learning, Image Quality

    4.7 stars, 685 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (685) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Toronto

    Visual Perception for Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Robotics, Model Training, Machine Learning Algorithms, Model Evaluation, Linear Algebra

    4.7 stars, 587 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (587) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Introduction to Data Analysis Using Python

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Data Cleansing, Python Programming, Data Analysis, NumPy, Pandas (Python Package), Data Manipulation, Data Processing, Programming Principles, Computer Programming, Analytics, Analytical Skills, Scripting

    4.6 stars, 180 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (180) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • H

    Harvard Business School Online

    Developing Inclusive Leadership Practices

    Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Organizational Leadership, Organizational Development, Team Leadership, People Management, Drive Engagement, Team Performance Management, Organizational Effectiveness, Safety Culture, Open Mindset, Recognizing Others, Organizational Change, Decision Making, Cognitive flexibility, Curiosity

    Beginner · Course · 1 - 3 Months

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

    EDUCBA

    Ethical Hacking with Kali Linux: Learn & Secure

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Cybersecurity, Security Testing, Vulnerability Assessments, Network Analysis, Exploitation techniques, Linux, System Configuration, Linux Administration, Virtual Machines, Linux Commands, Operating Systems, Software Installation, Workflow Management

    4.8 stars, 32 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (32) · Mixed · 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

  • AWS Additional Services & Operational Excellence: Total Seminars
  • Introduction to Hermes Agent: Scrimba
  • Project Planning & Execution: Manage and Lead Teams: Sage Publications
  • Linear Algebra from Elementary to Advanced: Johns Hopkins University
  • Motivating Others: The Foundations of Inspiring Performance: STARWEAVER
  • Multi-Agent AI Systems: Build a Team of AI Bots with CrewAI: Board Infinity
  • Master of Science in Artificial Intelligence: University of Colorado Boulder
  • Build Better Generative Adversarial Networks (GANs): DeepLearning.AI
  • Visual Perception for Self-Driving Cars: University of Toronto
  • Introduction to Data Analysis Using Python: Google

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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