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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


  • Status: New
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    Coursera

    Deploy Decision Platforms in Real-Time

    Skills you'll gain: Apache Kafka, Real Time Data, Performance Testing, Decision Intelligence, Performance Stress Testing, Scalability, Data Pipelines, Apache Spark, Verification And Validation, Data-Driven Decision-Making, System Monitoring, Service Level, Usability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    SwiftUI Covid19 Statistics Tracker with REST API & Swift 5

    Skills you'll gain: iOS Development, Swift Programming, Apple iOS, Mobile Development, User Interface (UI), User Interface (UI) Design, Restful API, Application Development, Development Environment, Application Programming Interface (API), UI Components, Real Time Data, Data Integration

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Infraestrutura de IA: introdução ao Hipercomputador de IA

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Infrastructure Architecture, Performance Tuning, Cloud Computing, Model Optimization, Model Training, Hardware Architecture, Computer Architecture, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    医療分野向け生成 AI

    Skills you'll gain: Generative AI, Prompt Engineering, Generative AI Agents, Large Language Modeling, Google Cloud Platform, LLM Application, Prompt Engineering Tools, Multimodal Prompts, Fine-tuning, Artificial Intelligence, Supervised Learning, Machine Learning

    Beginner · Course · 1 - 3 Months

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    Packt

    Time Series Analysis with Spark

    Skills you'll gain: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Statistical Analysis, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Predictive Modeling, Model Training, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Data Quality, Statistical Modeling

    Intermediate · Course · 1 - 3 Months

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    Packt

    Applied Fundamentals: Hangman

    Skills you'll gain: Video Game Development, Game Design, Project Planning, User Interface (UI) Design, Program Development, User Interface (UI), Python Programming, Development Environment, Programming Principles, Maintainability, Computer Programming

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Source Credible Data Fast & Smart

    Skills you'll gain: Analytical Skills, Research, Critical Thinking, Trustworthiness, Query Languages, Due Diligence, Market Research, Risk Management, Annual Reports

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Add AI Insights

    Skills you'll gain: Workflow Management, AI Workflows, Decision Intelligence, AI Enablement, AI Integrations, Project Management Software, Productivity Software, Automation, Project Management

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Privacy & Safety - 한국어

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Ethics, Federated Learning, Personally Identifiable Information, Google Cloud Platform, Cloud Security, Safety and Security, Model Training, Generative AI, Data Loss Prevention, Encryption

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    AI Infrastructure: AI Hypercomputer の概要

    Skills you'll gain: Cloud Deployment, Model Deployment, Model Optimization, Cloud Infrastructure, Google Cloud Platform, Performance Tuning, Model Training, Infrastructure Architecture, Cloud Computing, AI Workflows, Hardware Architecture, Artificial Intelligence and Machine Learning (AI/ML), Computer Architecture, AI literacy

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Infraestrutura de IA: opções de armazenamento

    Skills you'll gain: Google Cloud Platform, Cloud Storage, Cloud Infrastructure, Data Infrastructure, Data Management, Data Processing, Cloud Services, Data Storage, Model Training, Data Storage Technologies, Kubernetes, Cloud Computing Architecture, AI Workflows, Data Persistence, Model Deployment, File Systems

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Italiano

    Skills you'll gain: Responsible AI, Data Ethics, AI Product Strategy, Artificial Intelligence, AI literacy, Open Source Technology, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Machine Learning Methods, Data Quality

    Intermediate · Course · 1 - 3 Months

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

  • Deploy Decision Platforms in Real-Time: Coursera
  • SwiftUI Covid19 Statistics Tracker with REST API & Swift 5: Packt
  • Infraestrutura de IA: introdução ao Hipercomputador de IA: Google Cloud
  • 医療分野向け生成 AI: Google Cloud
  • Time Series Analysis with Spark: Packt
  • Applied Fundamentals: Hangman: Packt
  • Source Credible Data Fast & Smart: Coursera
  • Add AI Insights: Coursera
  • Responsible AI for Developers: Privacy & Safety - 한국어: Google Cloud
  • AI Infrastructure: AI Hypercomputer の概要: Google Cloud

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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