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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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    EDUCBA

    Master AWS Cloud Foundations: Build, Secure & Scale

    Skills you'll gain: Cloud-Native Computing, Amazon DynamoDB, Cloud Deployment, Infrastructure as Code (IaC), Databases, Database Systems, Microservices, Cloud Security, User Provisioning, Event-Driven Programming

    Beginner · Course · 1 - 3 Months

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    Packt

    Introduction to Procedural Maze Building and Maze Algorithms

    Skills you'll gain: Unity Engine, Algorithms, Game Design, Video Game Development, Programming Principles, Virtual Environment, 3D Assets, Debugging, Data Structures

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize SQL and Vector Search Parameters

    Skills you'll gain: Performance Testing, Vector Databases, Performance Tuning, Query Languages, SQL, Application Performance Management, Benchmarking, System Monitoring, Secure Coding

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Microsoft Fabric: Ingest and Transform Data

    Skills you'll gain: Real Time Data, Data Pipelines, Data Transformation, Data Integration, Data Processing, Extract, Transform, Load, Power BI, Data Lakes, PySpark, Apache Spark, Data Quality, Data Governance, Analytics

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Intro to Python: Conditionals, Loops, and Functions

    Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Python Programming, Scripting, Scripting Languages, Software Development

    Mixed · Course · 1 - 4 Weeks

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    Vanderbilt University

    Microsoft 365 Copilot for Leaders

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, ChatGPT, Ideation, Verification And Validation, Succession Planning, Microsoft 365, Target Audience, Business Writing, Responsible AI, Generative AI, Microsoft Teams, Leadership, Meeting Facilitation, Organizational Leadership, Productivity Software, Creativity, AI Enablement, Complex Problem Solving, Strategic Communication

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    Beginner · Specialization · 1 - 3 Months

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    Macquarie University

    Excel Skills for Business: Intermediate II

    Skills you'll gain: Excel Formulas, Microsoft Excel, Excel Macros, Data Validation, Spreadsheet Software, Data Modeling, Financial Forecasting, Data Integrity, Business Modeling, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    Intermediate · Course · 1 - 3 Months

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    University of London

    Global Diplomacy: the United Nations in the World

    Skills you'll gain: Diplomacy, International Relations, Crisis Intervention, Sustainable Development, Political Sciences, Public Policies, Social Justice, Governance, Advocacy, Policy Analysis, Human Development, World History, Case Studies

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    Rating, 4.7 out of 5 stars
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    Beginner · Course · 1 - 3 Months

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    Atlassian

    Version Control with Git

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Bitbucket, Software Versioning, Software Configuration Management, Command-Line Interface, Code Review

    4.7
    Rating, 4.7 out of 5 stars
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    Mixed · Course · 1 - 4 Weeks

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    Edureka

    Power BI Connectivity, AI Integration & Reporting

    Skills you'll gain: Responsible AI, Power BI, Microsoft Azure, Microsoft Copilot, Business Intelligence, Data Architecture, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment

    Advanced · Course · 1 - 4 Weeks

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    Packt

    How to Use ChatGPT and Generative AI to Help Create Content

    Skills you'll gain: OpenAI API

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Evaluate LLMs: Test and Prove Significance

    Skills you'll gain: Statistical Visualization, Model Evaluation, Data Presentation, Statistical Hypothesis Testing, Statistical Analysis, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Matplotlib, Statistical Inference, Jupyter, Probability & Statistics, Experimentation, Performance Metric

    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…108109110…543

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

  • Master AWS Cloud Foundations: Build, Secure & Scale: EDUCBA
  • Introduction to Procedural Maze Building and Maze Algorithms: Packt
  • Optimize SQL and Vector Search Parameters: Coursera
  • Microsoft Fabric: Ingest and Transform Data: Whizlabs
  • Intro to Python: Conditionals, Loops, and Functions: Logical Operations
  • Microsoft 365 Copilot for Leaders: Vanderbilt University
  • Excel Skills for Business: Intermediate II: Macquarie University
  • Global Diplomacy: the United Nations in the World: University of London
  • Version Control with Git: Atlassian
  • Power BI Connectivity, AI Integration & Reporting: Edureka

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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