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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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    Whizlabs

    Microsoft Fabric: Monitor and Optimize an Analytics Solution

    Skills you'll gain: Azure Synapse Analytics, Performance Tuning, System Monitoring, Data Lakes, Transact-SQL, Data Analysis Expressions (DAX), Star Schema, Microsoft Azure, Real Time Data, Power BI, Data Warehousing, Analytics, Apache Spark, Data Modeling, SQL Server Integration Services (SSIS), PySpark, Data Pipelines, Data Transformation, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master AWS Rekognition: Analyze, Detect, and Automate

    Skills you'll gain: Serverless Computing, Computer Vision, Image Analysis, Amazon Web Services, AI Enablement, Amazon S3, AWS Identity and Access Management (IAM), Text Mining, Data Processing, Unstructured Data

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Refactor and Test LLM Microservices

    Skills you'll gain: Maintainability, Code Review, Test Driven Development (TDD), API Testing, LLM Application, API Design, Microsoft Visual Studio, Software Engineering, Engineering Software, Software Technical Review, Program Development, Application Lifecycle Management, Unit Testing, Microservices, Peer Review, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    AI for Good

    Skills you'll gain: Model Evaluation, Disaster Recovery, Data Analysis, Jupyter, Exploratory Data Analysis, Data Ethics, Image Analysis, Emergency Response, Artificial Intelligence, Machine Learning, Mitigation, Applied Machine Learning, Text Mining, Environmental Monitoring, Convolutional Neural Networks, Information Privacy, Deep Learning, Computer Vision, Supervised Learning, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    608 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Validate LLM Embeddings for Production Use

    Skills you'll gain: Embeddings, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Anomaly Detection, Vector Databases, LLM Application, System Monitoring, Verification And Validation, Data Quality, Legal Technology, Semantic Web, E-Commerce, Large Language Modeling, Data Validation, Benchmarking, Dimensionality Reduction, Performance Metric, Cost Reduction

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Voice AI: Introduction to Building Voice Applications

    Skills you'll gain: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability

    Beginner · Course · 1 - 4 Weeks

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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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    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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    Edureka

    Developing LLM Applications with LangChain

    Skills you'll gain: LangChain, LLM Application, Retrieval-Augmented Generation, OpenAI API, LangGraph, AI Workflows, Large Language Modeling, AI Orchestration, Responsible AI, Generative AI, Agentic systems, Prompt Engineering, Generative AI Agents, Natural Language Processing, Cloud Development, Application Programming Interface (API), Python Programming, Application Deployment, Data Processing, Pandas (Python Package)

    Intermediate · Course · 1 - 4 Weeks

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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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    Coursera

    DataOps: Automation & Reliability

    Skills you'll gain: Apache Airflow, Docker (Software), SQL, Git (Version Control System), Containerization, CI/CD, Data Pipelines, Ansible, Debugging, Database Management, Continuous Deployment, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, Root Cause Analysis, Configuration Management, Automation, Python Programming

    Intermediate · Specialization · 3 - 6 Months

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…134135136…545

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

  • Microsoft Fabric: Monitor and Optimize an Analytics Solution: Whizlabs
  • Master AWS Rekognition: Analyze, Detect, and Automate: EDUCBA
  • Refactor and Test LLM Microservices: Coursera
  • AI for Good: DeepLearning.AI
  • Design & Secure LLM APIs for Scalability: Coursera
  • Validate LLM Embeddings for Production Use: Coursera
  • Voice AI: Introduction to Building Voice Applications: Coursera
  • AI For Everyone (すべての人のためのAIリテラシー講座): DeepLearning.AI
  • Cisco Implementation and Administration (CCNA 200-301): Logical Operations
  • Developing LLM Applications with LangChain: 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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