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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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    DeepLearning.AI

    AI For Everyone (すべての人のためのAIリテラシー講座)

    Skills you'll gain: AI Product Strategy, Artificial Intelligence, Artificial Neural Networks, Digital Transformation, Deep Learning, Technical Management, Machine Learning, Responsible AI, Data Ethics, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    302 reviews

    Beginner · Course · 1 - 3 Months

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    Macquarie University

    Excel Fundamentals for Data Analysis

    Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Manipulation, Data Preprocessing, Spreadsheet Software, Data Transformation, Data Validation, Data Analysis, Pivot Tables And Charts, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    4.2K reviews

    Intermediate · Course · 1 - 3 Months

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    Starweaver

    AI in Clinical Decision Support & Diagnostics

    Skills you'll gain: Health Technology, Medical Imaging, Diagnostic Radiology, Clinical Documentation, Radiology, Clinical Assessment, Clinical Nursing, Responsible AI, Diagnostic Tests, Health Informatics, X-Ray Computed Tomography, Clinical Research, Predictive Analytics, Artificial Intelligence, Decision Support Systems, AI Personalization, Patient-centered Care

    Intermediate · Course · 1 - 3 Months

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    University of California San Diego

    Biology Meets Programming: Bioinformatics for Beginners

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

    4.2
    Rating, 4.2 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    Cisco Implementation and Administration (CCNA 200-301)

    Skills you'll gain: Network Troubleshooting, Network Administration, Network Security, Wireless Networks, Dynamic Host Configuration Protocol (DHCP), Computer Networking, Virtual Local Area Network (VLAN), Local Area Networks, Network Switches, Network Architecture, Network Routers, TCP/IP, Network Infrastructure, Networking Hardware, Network Routing, IT Automation, Network Protocols, Hardware Troubleshooting, Routing Protocols, Network Model

    Beginner · Specialization · 1 - 3 Months

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    CertNexus

    AIBIZ (Exam AIZ-210)

    Skills you'll gain: Artificial Intelligence, AI Enablement, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, Responsible AI, AI Security, Data Ethics, Process Improvement, Process Improvement and Optimization, Environmental Social And Corporate Governance (ESG), Cloud Computing, Process Optimization, User Experience, Customer Service, Big Data, Data Security, Operational Efficiency, Marketing, Data Quality

    Mixed · Course · 1 - 4 Weeks

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    Logical Operations

    Certified Associate in Python Programming (PCAP)

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Python Programming, Operating Systems, Package and Software Management, Data Import/Export, Computer Programming, Development Environment, Object Oriented Design, Scripting, File Management, Scripting Languages, Programming Principles, Data Processing, Debugging, Program Development, Cross Platform Development, Computer Programming Tools, Software Development, Data Structures

    Intermediate · Specialization · 1 - 3 Months

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    University of Michigan

    Capstone: Retrieving, Processing, and Visualizing Data with Python

    Skills you'll gain: Data Processing, Data Cleansing, Data Visualization, Data Analysis, Data Modeling, Python Programming, Data Visualization Software, Exploratory Data Analysis, Web Scraping, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    14K reviews

    Beginner · Course · 1 - 3 Months

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    Arizona State University

    Modern Statistics for Data-Driven Decision-Making

    Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Data Storage Technologies, Analytical Skills, Exploratory Data Analysis, Data Storage, Database Software, Estimation, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Statistical Hypothesis Testing, Predictive Modeling, Simulations, Simulation and Simulation Software, Regression Testing

    Intermediate · Specialization · 3 - 6 Months

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    Pontificia Universidad Católica de Chile

    Magíster en Ciencia de Datos

    Skills you'll gain: Revenue Management, Customer Analysis, Model Evaluation, Descriptive Analytics, Data Ethics, Large Language Modeling, Statistical Reporting, People Analytics, Time Series Analysis and Forecasting, FinTech, Descriptive Statistics, Spatial Data Analysis, Predictive Analytics, Social Determinants Of Health, Gerontology, Risk Analysis, Bayesian Statistics, Digital Transformation, Exploratory Data Analysis, Social Network Analysis

    Earn a degree

    Degree · 1 - 4 Years

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    Packt

    Full-Stack Development: React, .NET API & Advanced Features

    Skills you'll gain: Web Applications, Authentications, Front-End Web Development, Authorization (Computing), Application Programming Interface (API), User Interface (UI) Design

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Natural Language Processing with Sequence Models

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Keras (Neural Network Library), Applied Machine Learning, Deep Learning, PyTorch (Machine Learning Library), Tensorflow, Text Mining, Data Preprocessing, Embeddings, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

Searches related to unsupervised learning

unsupervised learning, recommenders, reinforcement learning
applied unsupervised learning in python
advanced ml algorithms & unsupervised learning
supervised learning
trees, svm and unsupervised learning
unsupervised machine learning
supervised machine learning: regression
unsupervised learning and its applications in marketing
1…122123124…545

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

  • AI For Everyone (すべての人のためのAIリテラシー講座): DeepLearning.AI
  • Excel Fundamentals for Data Analysis: Macquarie University
  • AI in Clinical Decision Support & Diagnostics: Starweaver
  • Biology Meets Programming: Bioinformatics for Beginners: University of California San Diego
  • Cisco Implementation and Administration (CCNA 200-301): Logical Operations
  • AIBIZ (Exam AIZ-210): CertNexus
  • Certified Associate in Python Programming (PCAP): Logical Operations
  • Capstone: Retrieving, Processing, and Visualizing Data with Python: University of Michigan
  • Modern Statistics for Data-Driven Decision-Making: Arizona State University
  • Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile

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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