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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

    Generative AI Fundamentals for Beginners

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Multimodal Prompts, LLM Application, Embeddings, AI literacy, Artificial Neural Networks, AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Ethics, Model Training

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Cloud Native & IaC Management

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud-Native Computing, DevSecOps, Kubernetes, Hardening, Cloud Infrastructure, Cloud Management, Cloud Platforms, Cloud Engineering, Infrastructure Architecture, Enterprise Architecture, Generative AI, Microsoft Azure, Containerization, Code Reusability, Secure Coding, Security Controls, Configuration Management, Cryptographic Protocols

    Advanced · Course · 1 - 3 Months

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    Chegg Skills

    Practical AI for Customer Service

    Skills you'll gain: Responsible AI, Operational Efficiency, Natural Language Processing, Data Ethics, Workflow Management, Customer Service, AI Enablement, Operations, Customer experience improvement, Customer experience strategy (CX), Customer Communications Management, AI literacy, Artificial Intelligence, Customer Support, Service Improvement, AI Personalization, Guest Relations, Prompt Engineering, Communication, Problem Solving

    Beginner · Course · 1 - 3 Months

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    O.P. Jindal Global University

    Introduction to Critical Reading & Research Writing

    Skills you'll gain: Research Design, Research, Writing, Writing and Editing, Research and Design, Critical Thinking, Qualitative Research, Communication, Problem Solving, English Language

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Financial Analysis, Reporting & Decision Making

    Skills you'll gain: Budget Management, Cost Accounting, Internal Auditing, Financial Reporting, Financial Statement Analysis, Financial Statements, Internal Controls, Auditing, Budgeting, Variance Analysis, Financial Forecasting, Performance Measurement, Performance Reporting, Financial Data, Business Process Reengineering, Lean Manufacturing, Big Data, Data Governance, Financial Management, Business

    4.7
    Rating, 4.7 out of 5 stars
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    45 reviews

    Beginner · Specialization · 3 - 6 Months

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    Chegg Skills

    Business Data Visualization

    Skills you'll gain: Data Visualization, Data Presentation, Statistical Visualization, Business Reporting, Data Visualization Software, Data Literacy, Data Storytelling, Plot (Graphics), Business Analytics, Histogram, Scatter Plots, Microsoft Excel, Data-Driven Decision-Making, Trend Analysis, Graphing, Descriptive Statistics, Data Analysis, Business Communication, Decision Making, Problem Solving

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Building GenAI Applications and Agents

    Skills you'll gain: LangChain, Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Model Evaluation, Large Language Modeling, CrewAI, OpenAI API, Generative AI Agents, LLM Application, Vector Databases, Agentic Workflows, Tool Calling, ChatGPT, Responsible AI, Token Optimization, Embeddings, OpenAI, Generative AI, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    279 reviews

    Intermediate · Specialization · 1 - 3 Months

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    KodeKloud

    Azure Backup, Monitor, and AZ-104 Exam Prep

    Skills you'll gain: Performance Tuning, Disaster Recovery, Microsoft Azure, Data Maintenance, Data Loss Prevention, Cloud Management, Data Security, Query Languages, Data Storage, System Monitoring, Event Monitoring, Continuous Monitoring

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    SkillsBooster Academy

    AI Agents & Automation

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI Agents, LLM Application, ChatGPT, Email Automation, Make.com, Business Process Automation, Workflow Management, Generative AI, File Management, Automation, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Document Management, Operational Efficiency, Artificial Intelligence, AI Integrations, Model Deployment, Agentic systems

    4.7
    Rating, 4.7 out of 5 stars
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    23 reviews

    Beginner · Specialization · 3 - 6 Months

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    Whizlabs

    AWS Data Analytics and Processing

    Skills you'll gain: Amazon Redshift, AWS Kinesis, Extract, Transform, Load, Amazon Web Services, Business Intelligence Software, Business Intelligence, Data Warehousing, Big Data, Analytics, Dashboard, Dashboard Creation, Data Pipelines, Data Processing, Data Integration, Real Time Data, Amazon S3, Serverless Computing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Master US GAAP: Analyze Foundations & Codification

    Skills you'll gain: Generally Accepted Accounting Principles (GAAP), Financial Accounting, Standard Accounting Practices, General Accounting, Technical Accounting, Financial Reporting, Specialized Accounting, Accounting, Corporate Accounting, Financial Statements, Financial Statement Analysis, Finance

    4.6
    Rating, 4.6 out of 5 stars
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    24 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Advanced Unity Projects: RPG, Level Design & VFX

    Skills you'll gain: Animation and Game Design, Game Design, Unity Engine, Animations, User Interface (UI), Video Game Development, UI Components, User Interface (UI) Design, Virtual Environment, Visualization (Computer Graphics), Computer Graphic Techniques, Software Design, C# (Programming Language), Scripting, System Implementation, Physics

    4.8
    Rating, 4.8 out of 5 stars
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    55 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Generative AI Fundamentals for Beginners: Packt
  • Cloud Native & IaC Management: Microsoft
  • Practical AI for Customer Service: Chegg Skills
  • Introduction to Critical Reading & Research Writing: O.P. Jindal Global University
  • Financial Analysis, Reporting & Decision Making: EDUCBA
  • Business Data Visualization: Chegg Skills
  • Building GenAI Applications and Agents: Coursera
  • Azure Backup, Monitor, and AZ-104 Exam Prep: KodeKloud
  • AI Agents & Automation: SkillsBooster Academy
  • AWS Data Analytics and Processing: Whizlabs

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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