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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


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    Packt

    Foundations of Programming and Java Essentials

    Skills you'll gain: Java Programming, Debugging, Java, Programming Principles, Computer Programming, Algorithms, Computer Programming Tools, Data Structures, Pseudocode, Software Installation, Software Architecture, Other Programming Languages, Code Reusability, Data Storage

    Beginner · Course · 1 - 3 Months

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    Logical Operations

    SQL Querying: Advanced

    Skills you'll gain: Microsoft SQL Servers, SQL, Query Languages, Transaction Processing, Database Management, Data Manipulation, Relational Databases, Databases, Database Design, Database Software, Data Management, Data Integrity, Data Presentation, Performance Tuning

    Mixed · Course · 1 - 3 Months

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    Packt

    Vue.js 3 for Beginners: Build Modern Web Applications

    Skills you'll gain: Vue.JS, Unit Testing, JavaScript Frameworks, Test Tools, Software Architecture, Software Testing, Development Testing, Test Script Development, UI Components, Web Applications, Code Reusability, Front-End Web Development, Web Development, Javascript, Event-Driven Programming, HTML and CSS, Hypertext Markup Language (HTML), Data Validation, Data Store

    Intermediate · Course · 3 - 6 Months

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    Edureka

    RAG Systems in Practice

    Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, LangChain, Performance Tuning, Application Deployment, AI Workflows, AI Integrations, Generative AI, LLM Application, LangGraph, Embeddings, Large Language Modeling, Context Management, Performance Testing, Vector Databases, Data Preprocessing, Scalability, Model Evaluation, Continuous Monitoring

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Generative AI Coding Assistants for Developers

    Skills you'll gain: GitHub Copilot, Responsible AI, AI Integrations, Code Review, AI Security, Software Development Tools, Software Documentation, Collaborative Software, DevOps, AI Workflows, Generative AI Agents, Devops Tools, Maintainability, Test Tools, Generative AI, Software Development, Software Architecture, Software Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Secure Coding: SSDLC, OWASP & SonarQube Essentials

    Skills you'll gain: Open Web Application Security Project (OWASP), SonarQube, DevSecOps, Jenkins, Software Development Life Cycle, CI/CD, Application Security, Secure Coding, Continuous Integration, DevOps, Security Testing, Continuous Delivery, Vulnerability Scanning, Vulnerability Assessments, Security Awareness, Dependency Analysis, Amazon Elastic Compute Cloud, Compliance Management, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners (Teams: Data)

    Skills you'll gain: AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Orchestration, AI Integrations, Advanced Analytics, Enterprise Architecture, Automation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Scalability, Performance Tuning, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Data Management for Analytics Part 2

    Skills you'll gain: Data Governance, Database Management, NoSQL, Data Management, SQL, Query Languages, Database Theory, MongoDB, Relational Databases, Big Data, Graph Theory, Data Storage, Social Network Analysis, Network Analysis, Data Integrity, Apache Hadoop, Data Manipulation

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    Coursera

    Forecast Business Metrics: Uncover Value Drivers

    Skills you'll gain: Supervised Learning, Financial Forecasting, Forecasting, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Model Evaluation, Advanced Analytics, Business Analytics, Data Storytelling, Data-Driven Decision-Making, Business Metrics, Performance Analysis, Regression Analysis, Data Science, Stakeholder Communications, Technical Communication, Model Training

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Career Development for Multimodal Intelligence

    Skills you'll gain: Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), AI Integrations, Large Language Modeling, Model Deployment, Model Training, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Image Analysis, Deep Learning, Computer Vision, Natural Language Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners (Teams: Healthcare)

    Skills you'll gain: Clinical Documentation, AI Workflows, Responsible AI, Agentic Workflows, Data Governance, Health Care Procedure and Regulation, AI Integrations, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Medical Science and Research, Artificial Intelligence, Agentic systems, Automation, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate, Validate, and Promote ML Models Safely

    Skills you'll gain: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Data Ethics, Model Deployment, Model Training, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis, Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Foundations of Programming and Java Essentials: Packt
  • SQL Querying: Advanced: Logical Operations
  • Vue.js 3 for Beginners: Build Modern Web Applications: Packt
  • RAG Systems in Practice: Edureka
  • Generative AI Coding Assistants for Developers: Edureka
  • Secure Coding: SSDLC, OWASP & SonarQube Essentials: Coursera
  • Agentic AI Content for Practitioners (Teams: Data): Coursera
  • Data Management for Analytics Part 2: Northeastern University
  • Forecast Business Metrics: Uncover Value Drivers: Coursera
  • Career Development for Multimodal Intelligence: 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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