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    • Unsupervised Learning

    Unsupervised Learning Courses Online

    Study unsupervised learning for machine learning. Learn about clustering, dimensionality reduction, and anomaly detection techniques.

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    Explore the Unsupervised Learning Course Catalog

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      AWS: ML Workflows with SageMaker, Storage & Security

      Skills you'll gain: AWS SageMaker, AWS Kinesis, Amazon Redshift, Cloud Security, MLOps (Machine Learning Operations), Amazon S3, Amazon CloudWatch, AWS Identity and Access Management (IAM), Data Pipelines, Real Time Data, Feature Engineering, Data Storage, Data Security, Encryption

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of California San Diego

      Biology Meets Programming: Bioinformatics for Beginners

      Skills you'll gain: Bioinformatics, Programming Principles, Python Programming, Computational Thinking, Biology, Data Structures

      4.2
      Rating, 4.2 out of 5 stars
      ·
      1.6K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      B

      Berklee

      The Singer Songwriter

      Skills you'll gain: Music Theory, File Management, Music Performance, Music, Musical Composition, Peer Review, Instrumental Music, Writing and Editing, Self-Awareness, Performing Arts, Classical Music, Media Production, Automation, Editing, Creativity

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.3K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Generative AI for Software Development

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Database Design, LLM Application, Software Documentation, Software Design Patterns, Databases, Test Automation, Collaborative Software, Software Testing, Application Design, Technical Documentation, Generative AI, Database Management, Software Design, Code Review, Software Architecture, Software Engineering, Software Development, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      668 reviews

      Beginner · Professional Certificate · 1 - 3 Months

    • U

      Universidad de los Andes

      Maestría en Inteligencia Analítica de Datos

      Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Computer Vision, Deep Learning, Data Storytelling, Financial Statement Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Reinforcement Learning, Marketing Analytics, Bayesian Network, MLOps (Machine Learning Operations), Descriptive Analytics, Exploratory Data Analysis, Simulations, Random Forest Algorithm, Product Development, Operations Research

      Earn a degree

      Degree · 1 - 4 Years

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Natural Language Processing with Probabilistic Models

      Skills you'll gain: Natural Language Processing, Markov Model, Text Mining, Artificial Neural Networks, Machine Learning Methods, Data Processing, Algorithms, Probability & Statistics, Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.8K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      S

      Scrimba

      Intro to Model Context Protocol (MCP)

      Skills you'll gain: Tool Calling, Real Time Data, Debugging, Artificial Intelligence and Machine Learning (AI/ML), API Gateway, Servers, Agentic systems, Artificial Intelligence, Middleware, LLM Application, Server Side, Generative AI, Network Protocols, Software Architecture

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Big Data Foundations with Hadoop and Spark

      Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Scala Programming, Real Time Data, Apache Hive, Command-Line Interface, Distributed Computing, Data Processing, Big Data, Apache, Apache Cassandra, Applied Machine Learning, Data Pipelines, Java, Databases, MongoDB, IntelliJ IDEA, NoSQL, Application Deployment

      4.5
      Rating, 4.5 out of 5 stars
      ·
      12 reviews

      Intermediate · Specialization · 3 - 6 Months

    • U

      University of Colorado Boulder

      Master of Science in Computer Science

      Skills you'll gain: User Story, SQL, New Product Development, Systems Engineering, Real-Time Operating Systems, Field-Programmable Gate Array (FPGA), Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Supplier Management, Failure Analysis, Accountability, Data Ethics, Sustainability Reporting, Statistical Modeling, Unsupervised Learning, Supervised Learning, Goal Setting

      Earn a degree

      Degree · 1 - 4 Years

    • Status: Free Trial
      Free Trial
      I

      IBM

      NoSQL, Big Data, and Spark Foundations

      Skills you'll gain: NoSQL, Apache Hadoop, Apache Spark, MongoDB, PySpark, Apache Hive, Databases, Apache Cassandra, Big Data, Machine Learning, Generative AI, IBM Cloud, Applied Machine Learning, Kubernetes, Supervised Learning, Distributed Computing, Docker (Software), Database Management, Data Pipelines, Scalability

      4.5
      Rating, 4.5 out of 5 stars
      ·
      792 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Cape Town

      How Entrepreneurs in Emerging Markets can master the Blockchain Technology

      Skills you'll gain: Blockchain, Cryptography, FinTech, Emerging Technologies, Ledgers (Accounting), Machine Learning, Financial Data, Artificial Intelligence, Financial Systems, Financial Services, Supervised Learning, Data Structures, Information Privacy, Personally Identifiable Information, Entrepreneurship, Technology Strategies, Unsupervised Learning, Distributed Computing, Reinforcement Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      42 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Starweaver

      GenAI Foundations and Prompt Engineering

      Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI Agents, Enterprise Application Management, ChatGPT, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Application Design, Business Metrics, Program Evaluation, Process Optimization, Performance Tuning, Application Programming Interface (API), Debugging

      Intermediate · Course · 1 - 4 Weeks

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

    • AWS: ML Workflows with SageMaker, Storage & Security : Whizlabs
    • Biology Meets Programming: Bioinformatics for Beginners: University of California San Diego
    • The Singer Songwriter: Berklee
    • Generative AI for Software Development: DeepLearning.AI
    • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
    • Natural Language Processing with Probabilistic Models: DeepLearning.AI
    • Intro to Model Context Protocol (MCP): Scrimba
    • Big Data Foundations with Hadoop and Spark: Packt
    • Master of Science in Computer Science: University of Colorado Boulder
    • NoSQL, Big Data, and Spark Foundations: IBM

    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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