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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: Free Trial
    Free Trial
    P

    Packt

    Foundations of ML & Python for Data Science

    Skills you'll gain: Model Evaluation, Statistical Methods, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Model Training, Statistical Machine Learning, Statistical Analysis, NumPy, Machine Learning Methods, Machine Learning, Data Processing, Descriptive Statistics, Programming Principles, Probability Distribution, Probability

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Simplilearn

    Programming with C#

    Skills you'll gain: C# (Programming Language), Restful API, Unity Engine, Application Programming Interface (API), Object Oriented Programming (OOP), API Design, .NET Framework, Object Oriented Design, C++ (Programming Language), Video Game Development, ASP.NET, Object-Relational Mapping, Web Services, Back-End Web Development, Database Application, Application Development, Software Design Patterns, Database Management, Data Structures

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Lambda Expressions with Java

    Skills you'll gain: Eclipse (Software), Java, Integrated Development Environments, Java Programming, Code Reusability, Functional Design

    4.2
    Rating, 4.2 out of 5 stars
    ·
    21 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced DevOps Tools and Practices

    Skills you'll gain: Devops Tools, Containerization, Docker (Software), Kubernetes, Prometheus (Software), Continuous Integration, DevOps, CI/CD, Jenkins, Application Deployment, Grafana, Continuous Deployment, Continuous Delivery, Configuration Management, System Monitoring

    3.8
    Rating, 3.8 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Security Infrastructure Management

    Skills you'll gain: Endpoint Security, Infrastructure Security, Security Management, Network Security, Cyber Security Policies, Security Controls, Data Security, Computer Security, Security Strategy, Application Security, IT Infrastructure, Data Integrity

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Develop a C# .NET Color Weigh Scale Application

    Skills you'll gain: Database Design, Database Development, Database Management, Database Application, .NET Framework, C# (Programming Language), SQL, Business Logic, Software Development Life Cycle, Data Management, Data Integrity, Application Development, Application Design, User Interface (UI), Data Validation, Test Case

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Ethernet Switching and Routing

    Skills you'll gain: Virtual Local Area Network (VLAN), Open Shortest Path First (OSPF), Network Routing, Network Switches, Routing Protocols, Network Routers, Network Architecture, Local Area Networks, Networking Hardware, Network Troubleshooting, Network Protocols, Network Security, System Configuration

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    I

    Institut Mines-Télécom

    Un carnet interculturel pour une mobilité universitaire

    Skills you'll gain: Intercultural Competence, Cultural Responsiveness, Cultural Sensitivity, Storytelling, Cultural Diversity, Active Listening, Diversity Awareness, Oral Expression, Oral Comprehension, Culture, Recognizing Others, Multilingualism, Language Learning, Verbal Communication Skills, Interactive Learning, Journals, Language Competency, Education and Training, Creativity, Creative Thinking

    Beginner · Course · 3 - 6 Months

  • P

    Politecnico di Milano

    Developing FPGA-accelerated cloud applications with SDAccel: Practice

    Skills you'll gain: Cloud Development, Amazon Elastic Compute Cloud, Cloud Applications, Cloud Infrastructure, Bioinformatics, Cloud Computing Architecture, Cloud Computing, Algorithms, Development Environment, Amazon Web Services, Cloud Platforms, Model Optimization, Performance Tuning, Microarchitecture, Program Development, Computer Architecture, Hardware Architecture, Performance Testing, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Industrial Relations: Fostering Workplace Climate

    Skills you'll gain: Employee Engagement, Drive Engagement, Conflict Management, Employee Relations, Labor Relations, Management Training And Development, Staff Management, Team Leadership, Team Performance Management, Labor Law, Human Resources, Team Collaboration, Communication, Labor Compliance, Communication Strategies, Active Listening, Constructive Feedback

    4.8
    Rating, 4.8 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Practical Cybersecurity Fundamentals

    Skills you'll gain: AI Security, MITRE ATT&CK Framework, Penetration Testing, Incident Response, Cyber Threat Hunting, Cybersecurity, Cyber Threat Intelligence, DevSecOps, Digital Forensics, Cloud Security, Patch Management, Cyber Security Assessment, Exploitation techniques, Network Security, Computer Security Incident Management, Disaster Recovery, Cryptography, Incident Management, Responsible AI, DevOps

    Beginner · Specialization · 1 - 3 Months

  • U

    Universidades Anáhuac

    Análisis de datos empresariales con R

    Skills you'll gain: R (Software), R Programming, Plot (Graphics), Statistical Programming, Statistical Analysis, Correlation Analysis, Data-Driven Decision-Making, Business Analytics, Graphing, Decision Making, Statistical Methods, Analytics, Analysis, Data Analysis, Statistical Visualization, Unsupervised Learning, Business Analysis, Exploratory Data Analysis, Data Analysis Software, Advanced Analytics

    Beginner · Course · 1 - 3 Months

1…567568569…784

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

  • Foundations of ML & Python for Data Science: Packt
  • Programming with C#: Simplilearn
  • Lambda Expressions with Java: Coursera
  • Advanced DevOps Tools and Practices: Packt
  • Security Infrastructure Management: Codio
  • Develop a C# .NET Color Weigh Scale Application: EDUCBA
  • Ethernet Switching and Routing: Packt
  • Un carnet interculturel pour une mobilité universitaire: Institut Mines-Télécom
  • Developing FPGA-accelerated cloud applications with SDAccel: Practice: Politecnico di Milano
  • Industrial Relations: Fostering Workplace Climate: Coursera

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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