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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

    Angular Fundamentals and Core Concepts

    Skills you'll gain: Angular, Command-Line Interface, Frontend Performance, Data Sharing

    Beginner · Course · 3 - 6 Months

  • P

    Pearson

    Data Science Fundamentals Part 2: Unit 3

    Skills you'll gain: Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Regression Analysis, Scikit Learn (Machine Learning Library), Data Science, Probability & Statistics, Statistical Methods, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Machine Learning Algorithms, Probability Distribution, Estimation, Machine Learning, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize with GA & RL

    Skills you'll gain: Reinforcement Learning, Inventory Control, Inventory Management System, Supply Chain, Operations Research, Supply Chain Management, Process Optimization, Model Optimization, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Fine-tuning, Performance Tuning, Decision Making, Simulations, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Parenting and More GameMaker Language Code

    Skills you'll gain: Video Game Development, Game Design, Unity Engine, C++ (Programming Language), Programming Principles, Object Oriented Programming (OOP), Code Reusability, C# (Programming Language), Maintainability, Computational Logic, Data Structures, Computer Programming

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Cloud Engineering, Data Management, Data Integration, DevOps, Data Pipelines, CI/CD, Data Infrastructure, Data Architecture, Infrastructure as Code (IaC), Cloud-Native Computing, Devops Tools, Data Quality, Data Processing, Cloud Technologies, Cloud Computing, Data-Driven Decision-Making, Cloud Computing Architecture

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    ENARSI (300-410) v1.1 Video Training Series

    Skills you'll gain: Routing Protocols, Network Monitoring, Network Performance Management, Virtual Private Networks (VPN), Open Shortest Path First (OSPF), Network Routing, Network Troubleshooting, Network Security, Border Gateway Protocol, Network Protocols, Network Engineering, Multiprotocol Label Switching, Network Infrastructure, Wide Area Networks, Virtual Networking, Authentications, Authorization (Computing)

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Unreal Engine 5 - Environment Design

    Skills you'll gain: Virtual Environment, Unreal Engine, Virtual Reality, 3D Assets, Video Game Development, Game Design, Conceptual Design, Performance Tuning, Layout Design, Creativity

    Beginner · Course · 1 - 4 Weeks

  • 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

    Pearson

    AWS Developer: Unit 2

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Secure Coding, Amazon Web Services, Authentications, Data Security, Cloud Security, Encryption, Public Key Infrastructure, Key Management, Application Security, Authorization (Computing), Role-Based Access Control (RBAC)

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Excel 365 Intermediate – Data Analysis & Advanced Functions

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Excel Formulas, Data Validation, Spreadsheet Software, Data Manipulation, Data Analysis, Statistical Analysis, Data Visualization Software, Descriptive Statistics, Interactive Data Visualization, Data Processing, Data Integrity

    Intermediate · Course · 3 - 6 Months

  • B

    Board Infinity

    Comprehensive Guide to Server-Side Logic and Development

    Skills you'll gain: Server Side, Restful API, API Design, Database Management, Back-End Web Development, Databases, Database Development, Database Systems, Node.JS, Application Programming Interface (API), Full-Stack Web Development, Authentications, Web Applications, Web Frameworks, Frontend Integration, JavaScript Frameworks, Web Development, Web Servers, Authorization (Computing), NoSQL

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    CompTIA PenTest+ (PT0-003)

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Exploitation techniques, Cyber Security Assessment, Security Testing, Vulnerability Assessments, Mobile Security, Vulnerability Management, Cloud Security, Network Security, Business Logic

    Intermediate · Course · 1 - 3 Months

1…637638639…740

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

  • Angular Fundamentals and Core Concepts: Packt
  • Data Science Fundamentals Part 2: Unit 3: Pearson
  • Optimize with GA & RL: Coursera
  • Parenting and More GameMaker Language Code: University of Colorado System
  • Data Warehousing and Integration Part 2: Northeastern University
  • ENARSI (300-410) v1.1 Video Training Series: Packt
  • Unreal Engine 5 - Environment Design: Packt
  • Incident Response and Threat Mitigation: Edureka
  • AWS Developer: Unit 2: Pearson
  • Excel 365 Intermediate – Data Analysis & Advanced Functions: 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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