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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: Free Trial
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    Google Cloud

    Innovating with Google Cloud Artificial Intelligence - Español

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

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    EDUCBA

    Master XPath Fundamentals for XML Navigation

    Skills you'll gain: Selenium (Software), Software Testing, Test Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    EDUCBA

    Apply Marketing Analytics for Data-Driven Decisions

    Skills you'll gain: Data-Driven Marketing, Resource Allocation, Customer Insights, Target Market, Customer Relationship Management, Customer Engagement, Analytical Skills, Target Audience, Analytics, Statistical Modeling, Estimation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Foundations of Data Analysis with Pandas and Python

    Skills you'll gain: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Data Wrangling, Data Access, Programming Principles, Python Programming, Data Structures, Development Environment, Scripting, Package and Software Management, Software Installation, Object Oriented Programming (OOP)

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Michigan State University

    How to Jumpstart Your Hidden Creative Genius

    Skills you'll gain: Design Thinking, Brainstorming, Creative Thinking, Creativity, Creative Problem-Solving, Ideation, Human Centered Design, Problem Solving, Innovation, Self-Awareness

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    SystemVerilog Tutorials: Hardware Design & Verification

    Skills you'll gain: Hardware Design, Field-Programmable Gate Array (FPGA), Data Structures, Computational Logic, Application Specific Integrated Circuits, System Design and Implementation, Verification And Validation, Embedded Systems, Test Script Development, Simulation and Simulation Software, Code Reusability, Data Synthesis, Analysis, Design, Process Optimization

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Learn to Code with Rust

    Skills you'll gain: Rust (Programming Language), Memory Management, System Programming, Package and Software Management, Data Structures, Software Installation, Code Reusability, Build Tools, Programming Principles, Other Programming Languages, Secure Coding, Maintainability, Data Management, Integrated Development Environments, Data Sharing, Data Access

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Scripting with Alteryx: Python and R for Advanced Workflows

    Skills you'll gain: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Employee Retention, Machine Learning

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Como criar data lakes e data warehouses no Google Cloud

    Skills you'll gain: Data Lakes, Data Architecture, Data Governance, Cloud Engineering, Data Warehousing, Google Cloud Platform, Data Infrastructure, Metadata Management, Data Management, Operational Data Store, Data Pipelines, Cloud Storage, Data Integration, Operational Databases, Applied Machine Learning, Advanced Analytics, Data Access, Cloud Computing Architecture, Analytics, Data Security

    4.8
    Rating, 4.8 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Tensorflow, Dataflow, Data Store, Data Transformation, Data Processing, Keras (Neural Network Library), Data Pipelines, Predictive Modeling, Statistical Machine Learning, Applied Machine Learning, Data Modeling, Statistical Methods

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    Packaging Design: Redesign a Product for a Brand from A to Z

    Skills you'll gain: Packaging and Labeling, Competitive Analysis, Presentations, Design Strategies, Adobe Illustrator, Graphic Design, Branding, Market Analysis, Digital Design, Graphic and Visual Design, Adobe Photoshop, Design Elements And Principles, Personal Development, Ideation, Process Development, Strategic Thinking, Design Research, Professional Development, Creative Thinking

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    Microsoft

    Develop an ASP.NET Core web app that consumes an API

    Skills you'll gain: ASP.NET, .NET Framework, C# (Programming Language), Microsoft Visual Studio, Application Programming Interface (API), Web Development Tools, Restful API, Microsoft Azure, Web Applications, Application Frameworks, Application Development, Development Environment, Event-Driven Programming, Middleware, Software Installation

    2.6
    Rating, 2.6 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Innovating with Google Cloud Artificial Intelligence - Español: Google Cloud
  • Master XPath Fundamentals for XML Navigation: EDUCBA
  • Apply Marketing Analytics for Data-Driven Decisions: EDUCBA
  • Foundations of Data Analysis with Pandas and Python: Packt
  • How to Jumpstart Your Hidden Creative Genius: Michigan State University
  • SystemVerilog Tutorials: Hardware Design & Verification: Coursera
  • Learn to Code with Rust: Packt
  • Scripting with Alteryx: Python and R for Advanced Workflows: Coursera
  • Como criar data lakes e data warehouses no Google Cloud: Google Cloud
  • Feature Engineering 日本語版: 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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