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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


  • S

    Simplilearn

    Kubernetes Training for Beginner

    Skills you'll gain: Cloud-Native Computing, Cloud Deployment, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Web Development Fundamentals

    Skills you'll gain: Cascading Style Sheets (CSS), Debugging, jQuery, Hypertext Markup Language (HTML), Web Design and Development, Javascript, Integrated Development Environments, Web Development Tools, Development Environment, UI Components, User Interface (UI), Event-Driven Programming, Animations

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Configuring Vector Search in AlloyDB

    Skills you'll gain: Vector Databases, Embeddings, Google Cloud Platform, Query Languages, Database Management Systems, Generative AI, Data Store, Machine Learning

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    End User Security Awareness

    Skills you'll gain: Malware Protection, Computer Security Awareness Training, Cybersecurity, Security Awareness, Cyber Attacks, Data Loss Prevention, Data Security, Network Security, Human Factors (Security), Threat Detection, Security Controls, Email Security, Wireless Networks

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Sales Reps: Streamlining Lead Qualification

    Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Process, Sales, Sales Management, Sales Prospecting, General Sales Practices, Data-Driven Decision-Making, Inside Sales, AI Integrations, Email Automation, Workflow Management, Customer Relationship Management (CRM) Software, Case Studies, HubSpot CRM, Predictive Modeling, Automation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    The Simplest Guideâ„¢ to Base SAS & Advanced SAS

    Skills you'll gain: SAS (Software), Data Analysis Software, Data Visualization, Plot (Graphics), Data Manipulation, Data Presentation, Data Analysis, Statistical Programming, Data Import/Export, Data Visualization Software, Statistical Software, Data Wrangling, Data Processing, SQL, Statistical Analysis, Data Management, Data Transformation, Code Reusability, Descriptive Statistics

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence - 日本語版

    Skills you'll gain: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Data Ethics, Responsible AI, Digital Transformation, Artificial Intelligence, Data Quality, Application Programming Interface (API), Cloud API, Applied Machine Learning, Model Deployment, Machine Learning, MLOps (Machine Learning Operations), Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Generative AI for AWS Cloud Engineers

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, Responsible AI, Generative AI, AI Security, Fine-tuning, Amazon Web Services, AI Integrations, Model Optimization, Large Language Modeling, Model Deployment, Risking, Data Ethics, Model Evaluation, Cloud Security, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Configuring MongoDB Atlas with BigQuery Dataflow Templates

    Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Cloud-Based Integration, Data Integration, Data Migration, Data Analysis

    Intermediate · Project · Less Than 2 Hours

  • W

    Whizlabs

    AWS: Managed AI Services

    Skills you'll gain: AI Personalization, Fraud detection, Image Analysis, Computer Vision, Amazon Web Services, Artificial Intelligence, Natural Language Processing, AI Workflows, AI Integrations, Personalized Campaigns, Document Management

    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

  • P

    Packt

    Ultimate ASP.NET Core Web API Development Guide

    Skills you'll gain: Restful API, ASP.NET, Postman API Platform, Application Programming Interface (API), API Design, Cloud Deployment, Object-Relational Mapping, Web Development, Database Design, Authentications, API Testing, Database Development, Microsoft Visual Studio, Data Modeling, Microsoft Azure, Secure Coding, Role-Based Access Control (RBAC), Data Migration, Maintainability, Data Mapping

    Intermediate · Course · 1 - 3 Months

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

  • Kubernetes Training for Beginner: Simplilearn
  • Web Development Fundamentals: Packt
  • Configuring Vector Search in AlloyDB: Google Cloud
  • End User Security Awareness: Packt
  • GenAI for Sales Reps: Streamlining Lead Qualification: Coursera
  • The Simplest Guideâ„¢ to Base SAS & Advanced SAS: Packt
  • Innovating with Google Cloud Artificial Intelligence - 日本語版: Google Cloud
  • Generative AI for AWS Cloud Engineers: Whizlabs
  • Configuring MongoDB Atlas with BigQuery Dataflow Templates: Google Cloud
  • AWS: Managed AI Services: 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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