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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


  • P

    Packt

    8D Problem Solving Specialist

    Skills you'll gain: Eight Disciplines Problem Solving (8D), Root Cause Analysis, Cross-Functional Team Leadership, Team Building, Problem Management, Cross-Functional Collaboration, Corrective and Preventive Action (CAPA), Complex Problem Solving, Customer Complaint Resolution, Solution Design, Service Improvement, Quality Improvement, Process Validation, Continuous Improvement Process, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    The Power of the Agile Business Analyst

    Skills you'll gain: Agile Methodology, User Story, Agile Software Development, Business Analysis, Team Performance Management, Agile Project Management, Project Risk Management, Agile Product Development, Team Building, Feasibility Studies, Process Design, Risk Management, Business Requirements, Risk Management Framework, User Acceptance Testing (UAT), Verification And Validation, Requirements Analysis, Business Process Improvement, Project Management, Case Studies

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pittsburgh

    Big Data Processing with Hadoop and Spark

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Django with Tailwind CSS

    Skills you'll gain: Django (Web Framework), Dashboard Creation, Model View Controller, Authentications, Chart.js, Data Import/Export, Full-Stack Web Development, Web Development, Data Modeling, Object-Relational Mapping, Cascading Style Sheets (CSS), Responsive Web Design, Javascript, Code Reusability, User Interface (UI), Development Environment, Hypertext Markup Language (HTML)

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Incident Response and Threat Mitigation

    Skills you'll gain: Incident Response, Cyber Threat Intelligence, Computer Security Incident Management, Incident Management, Endpoint Detection and Response, Threat Detection, Threat Management, Cybersecurity, Security Information and Event Management (SIEM), Cyber Attacks, Cyber Security Assessment, Security Management, Disaster Recovery, Distributed Denial-Of-Service (DDoS) Attacks, Cyber Engineering, Digital Forensics, Security Testing, Cyber Governance, Network Security, Linux

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Emotional Intelligence for Leaders and Managers

    Skills you'll gain: Active Listening, Trustworthiness, Drive Engagement, Compassion, Workplace inclusivity, Diversity and Inclusion, Organizational Leadership, Strategic Leadership, Leadership Development, Internal Communications, Leadership and Management, Empathy & Emotional Intelligence, Emotional Intelligence, Team Building, Empathy, Self-Awareness, Leadership, Cultural Diversity, Culture Transformation, Collaboration

    Mixed · Course · 3 - 6 Months

  • I

    Institut Mines-Télécom

    SCHC : A new era of interoperability

    Skills you'll gain: Internet Of Things, Network Protocols, TCP/IP, Interoperability, Communication Systems, Digital Communications, Telecommunications, Open Source Technology, Virtual Machines, Virtual Environment

    Mixed · Course · 1 - 3 Months

  • A

    Arizona State University

    Professional Skills: Creative Thinking

    Skills you'll gain: Creative Thinking, Creative Problem-Solving, Brainstorming, Curiosity, Creativity, Problem Solving, Independent Thinking, Design Thinking, Innovation, Cognitive flexibility, Collaboration, Discussion Facilitation

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Real World DevOps Project with Ansible, Docker and GitLab

    Skills you'll gain: Docker (Software), Ansible, Linux Administration, Containerization, Linux, Linux Servers, GitLab, Infrastructure as Code (IaC), Devops Tools, Operating System Administration, CI/CD, DevOps, Continuous Integration, Linux Commands, IT Automation, Infrastructure Security, Virtual Private Networks (VPN), System Monitoring, Network Security

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Project Management Essentials: Lead Projects with Confidence

    Skills you'll gain: Scope Management, Project Scoping, Stakeholder Management, Project Management, Agile Project Management, Project Controls, Stakeholder Engagement, Expectation Management, Project Estimation, Stakeholder Communications, Conflict Management, Resource Management, Team Leadership, Verbal Communication Skills, Resource Allocation, Communication, Discussion Facilitation, Cost Estimation, Project Planning, Team Management

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Advanced Apple Platform Security, Integrations, & Management

    Skills you'll gain: Knowledge of Apple Software, Apple Service Certification, Application Lifecycle Management, Endpoint Security, Knowledge of Apple Hardware, Release Management

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Evaluating LLM Performance and Efficiency

    Skills you'll gain: Product Requirements, Prompt Engineering, Prompt Patterns, LLM Application, Product Lifecycle Management, Process Design, Process Mapping, Token Optimization, User Requirements Documents, MLOps (Machine Learning Operations), Operational Efficiency, Business Process Automation, Product Management, Large Language Modeling, Model Optimization, Process Driven Development, Cost Containment, Process Optimization, Key Performance Indicators (KPIs), Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

1…682683684…748

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

  • 8D Problem Solving Specialist: Packt
  • The Power of the Agile Business Analyst: Packt
  • Big Data Processing with Hadoop and Spark: University of Pittsburgh
  • Django with Tailwind CSS: Packt
  • Incident Response and Threat Mitigation: Edureka
  • Emotional Intelligence for Leaders and Managers: Packt
  • SCHC : A new era of interoperability: Institut Mines-Télécom
  • Professional Skills: Creative Thinking: Arizona State University
  • Real World DevOps Project with Ansible, Docker and GitLab: Packt
  • Project Management Essentials: Lead Projects with Confidence: 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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