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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

    Ethical Password Cracking

    Skills you'll gain: Penetration Testing, Brute-force attacks, Cyber Security Assessment, Exploitation techniques, Cyber Security Policies, Hardening, Encryption, Network Security, Security Testing, Cybersecurity, Application Security, Security Strategy, Data Storage, Vulnerability Assessments, Wireless Networks, Authentications, Cryptography, Data Security, Cyber Attacks, Drupal

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    The AI Value Playbook: Making AI Work in the Real World

    Skills you'll gain: Data Governance, Data-Driven Decision-Making, AI Product Strategy, Legal Technology, Data Strategy, Data Management, Business Leadership, Decision Intelligence, Business Transformation, Generative AI, Artificial Intelligence, Governance, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Collaborative Software, Customer experience improvement, AI Integrations, Customer Service, Retrieval-Augmented Generation, Machine Learning

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Optimize Project Timelines with Jira Mastery

    Skills you'll gain: Work Breakdown Structure, Timelines, Jira (Software), Project Schedules, Dependency Analysis, Scheduling, Planning, Project Planning, Project Management, Issue Tracking, User Story, Capacity Planning, Risk Analysis, Resource Allocation, Capacity Management, Communication Strategies

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    SQL for Any IT Professional: Unit 4

    Skills you'll gain: SQL, Database Management, Query Languages, Relational Databases, Database Development, Database Management Systems, Database Architecture and Administration, Databases, Database Design, Data Access, Data Analysis, Data Integrity, Data Manipulation, User Accounts

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Develop and Evaluate LLM Features Effectively

    Skills you'll gain: User Acceptance Testing (UAT), Product Requirements, LLM Application, User Requirements Documents, Acceptance Testing, AI Product Strategy, Large Language Modeling, User Story, Verification And Validation, Test Planning, Functional Requirement, Functional Testing, Business Requirements, Requirements Analysis, Key Performance Indicators (KPIs), Prioritization

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AZ-900 Microsoft Azure Fundamentals Exam Quick Prep

    Skills you'll gain: Zero Trust Network Access, Cloud Computing Architecture, Cloud Deployment, Serverless Computing, Data Governance, Cloud Management, Virtual Networking, Virtual Private Networks (VPN), Data Storage, General Networking, Identity and Access Management

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Blender 4 Modeling and Geometry Node Workshop

    Skills you'll gain: 3D Modeling, 3D Assets, Post-Production, Computer Graphic Techniques, Computer Graphics, Virtual Environment, Visualization (Computer Graphics), File Management, Architectural Design, Model Optimization, Architecture and Construction, Graphical Tools, Image Quality, Design, Design Elements And Principles

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Principles of Data Science

    Skills you'll gain: Probability & Statistics, Data Ethics, Pandas (Python Package), Machine Learning Methods, Statistical Methods, Bayesian Statistics, Data Literacy, Data Wrangling, Statistics, Data Science, Responsible AI, Probability, Data Visualization, Machine Learning, Applied Machine Learning, Data Processing, Data Architecture, Python Programming, Data Mapping, Data Integrity

    Beginner · Course · 3 - 6 Months

  • S

    Siemens

    Introduction to the Industrial Metaverse (IMV)

    Skills you'll gain: Business Transformation, Digital Transformation, Information Technology Operations, Interoperability, Cloud Computing, AI Integrations

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Process Images & Extract Motion Features

    Skills you'll gain: Data Preprocessing, Computer Vision, Image Analysis, Model Training, Data Transformation, NumPy, Color Theory

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Choose Optimal Data Structures for ML

    Skills you'll gain: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java Programming, Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Memory Management, Benchmarking, Graph Theory, Program Implementation

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Career Development: AI SEO & GEO Visibility

    Skills you'll gain: Interviewing Skills, Search Engine Optimization, Generative Engine Optimization (GEO), Data-Driven Marketing, Oral Expression, Marketing, Decision Making, Web Analytics and SEO, Digital Marketing, Keyword Research, Marketing Analytics, Verbal Communication Skills, Data-Driven Decision-Making, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

1…684685686…748

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

  • Ethical Password Cracking: Packt
  • The AI Value Playbook: Making AI Work in the Real World: Packt
  • Optimize Project Timelines with Jira Mastery: Coursera
  • SQL for Any IT Professional: Unit 4: Pearson
  • Develop and Evaluate LLM Features Effectively: Coursera
  • AZ-900 Microsoft Azure Fundamentals Exam Quick Prep: Packt
  • Blender 4 Modeling and Geometry Node Workshop: Packt
  • Principles of Data Science: Packt
  • Introduction to the Industrial Metaverse (IMV): Siemens
  • Process Images & Extract Motion Features: 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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