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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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    Coursera

    User Retention Analytics

    Skills you'll gain: Dashboard, Data Storytelling, Marketing Budgets, Heat Maps, Looker (Software), Process Mapping, Customer Retention, SQL, Data Visualization, Marketing Analytics, Customer Insights, Tableau Software, Statistical Analysis, Predictive Analytics, Business Intelligence, Data Analysis, Time Series Analysis and Forecasting, Data-Driven Decision-Making, R Programming, Python Programming

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Optimize LLM Costs & Streamline Processes

    Skills you'll gain: Miro AI, Process Optimization, Process Improvement and Optimization, Productivity Software, Process Analysis, Business Workflow Analysis, Expense Management, Cost Management, Cost Benefit Analysis, Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    LangGraph Framework

    Skills you'll gain: LangGraph, AI Orchestration, LangChain, LLM Application, Agentic Workflows, Generative AI Agents, MLOps (Machine Learning Operations), Context Management, Distributed Computing, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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    Stanford University

    Probabilistic Graphical Models 1: Representation

    Skills you'll gain: Bayesian Network, Graph Theory, Probability Distribution, Network Model, Statistical Modeling, Markov Model, Decision Support Systems, Probability & Statistics, Network Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    1.4K reviews

    Advanced · Course · 1 - 3 Months

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    Packt

    Introduction to Unreal Engine 5 and Building the Foundations

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Game Design, User Interface (UI)

    Beginner · Course · 1 - 3 Months

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    Packt

    Mastering CSS with Sass and Bootstrap - Ace Your Interviews

    Skills you'll gain: HTML and CSS, Bootstrap (Front-End Framework), Cascading Style Sheets (CSS), Responsive Web Design, Web Design and Development, Web Applications, Animations, UI Components, Typography, Maintainability, Javascript

    Advanced · Course · 3 - 6 Months

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    EDUCBA

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Java, Restful API, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Foundations of AI, LLMs, and Development Environments

    Skills you'll gain: OpenAI API, Generative Model Architectures, Hugging Face, Programming Principles, Computer Programming, Software Installation

    Intermediate · Course · 1 - 3 Months

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    Yale University

    A Law Student's Toolkit

    Skills you'll gain: Legal Strategy, Legal Proceedings, Legal Research, Legal Writing, Policy Analysis, Case Studies, Learning Strategies, Economics

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

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    IBM

    Hybrid Cloud: Networking, Storage and Data Management

    Skills you'll gain: Hybrid Cloud Computing, Cloud Infrastructure, Cloud Storage, Performance Tuning, Amazon S3, Security Controls, Cloud Security, Virtual Networking, Multi-Cloud, Load Balancing, Disaster Recovery, Business Continuity, Relational Databases, IBM Cloud, Virtual Private Networks (VPN), Network Monitoring, Database Management, Architectural Design, Planning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Scalable DevOps with CI/CD and Observability in the Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Cloud-Native Computing, Serverless Computing, Kubernetes, DevOps, Cloud Deployment, CI/CD, Scalability, Microservices, Application Deployment, Prometheus (Software), System Monitoring, Distributed Computing, Docker (Software), Grafana, GitHub

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Master AutoCAD Corporate Layouts: Design & Drafting Skills

    Skills you'll gain: AutoCAD, Architectural Drawing, Technical Drawing, Drafting and Engineering Design, Architectural Design, Civil and Architectural Engineering, Building Design, Building Codes, Safety Standards, Construction

    Beginner · Course · 1 - 4 Weeks

Searches related to unsupervised learning

supervised learning
unsupervised learning, recommenders, reinforcement learning
supervised machine learning
unsupervised machine learning
supervised machine learning: regression and classification
supervised and unsupervised learning
supervised machine learning: regression
unsupervised algorithms in machine learning
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In summary, here are 10 of our most popular unsupervised learning courses

  • User Retention Analytics: Coursera
  • Optimize LLM Costs & Streamline Processes: Coursera
  • LangGraph Framework: Coursera
  • Probabilistic Graphical Models 1: Representation: Stanford University
  • Introduction to Unreal Engine 5 and Building the Foundations: Packt
  • Mastering CSS with Sass and Bootstrap - Ace Your Interviews: Packt
  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA
  • Foundations of AI, LLMs, and Development Environments: Packt
  • A Law Student's Toolkit: Yale University
  • Hybrid Cloud: Networking, Storage and Data Management: 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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