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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: New
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    Coursera

    Craft Territory Playbook

    Skills you'll gain: Sales Territory Management, Sales Pipelines, Sales Strategy, Sales Process, Sales Management, Sales Development, Gap Analysis, Decision Making, Sales, Account Strategy, Sales Prospecting, Strategic Decision-Making, Performance Analysis, Goal Setting, Sales Support, Customer Analysis, Prioritization, AI Integrations

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    Simplilearn

    Ethics in GenAI for Software Engineering Training

    Skills you'll gain: Legal Risk, Responsible AI, Data Ethics, Generative AI, AI Security, Law, Regulation, and Compliance, Information Privacy, Regulation and Legal Compliance, Continuous Monitoring, Case Studies, Diversity Awareness, Ethical Standards And Conduct, Intellectual Property, Mitigation

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    CSC: Secure Software Development and Implementation

    Skills you'll gain: Threat Modeling, Application Security, Secure Coding, Threat Management, Open Web Application Security Project (OWASP), Security Controls, Data Security, Vulnerability Management, Computer Security, Vulnerability, Databases, Authorization (Computing), Information Privacy, Encryption, Role-Based Access Control (RBAC), Computer Programming, Python Programming, Node.JS, JavaScript Frameworks, Javascript

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 8

    Skills you'll gain: Lightweight Directory Access Protocols, Git (Version Control System), Authentications, Collaborative Software, Linux Administration, Linux, Version Control, Open Source Technology, Identity and Access Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Create Chatbots & NLP Apps

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Natural Language Processing, Text Mining, Data-Driven Decision-Making, Usability Testing, Embeddings, Usability, Unstructured Data, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    How to Use ChatGPT and Generative AI to Help Create Content

    Skills you'll gain: Generative Model Architectures, AI powered creativity, AI literacy

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generative AI Foundations in Python

    Skills you'll gain: Prompt Engineering, Fine-tuning, Generative AI, Generative Model Architectures, Prompt Patterns, Responsible AI, Model Deployment, Large Language Modeling, Generative Adversarial Networks (GANs), Data Ethics, Natural Language Processing, Transfer Learning, Artificial Intelligence, Model Training, Python Programming, Model Optimization, Machine Learning, Deep Learning

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Modeling, Data Store, Feature Engineering, Applied Machine Learning, Data Storage Technologies, AI Workflows, Data Management, Data Processing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Evaluate and Create ML Workflows Visually

    Skills you'll gain: Model Training, MLOps (Machine Learning Operations), Software Visualization, Dashboard Creation, Grafana, Code Reusability, Performance Metric, Data Pipelines, Performance Analysis, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Preprocessing, Deep Learning, Artificial Neural Networks, Cloud Deployment, Data Pipelines, Data Processing, Applied Machine Learning, AI Workflows, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Real Madrid Graduate School Universidad Europea

    Fueling Champions: Applied Sport Nutrition for Football

    Skills you'll gain: Nutrition and Diet, Sports Medicine, Clinical Nutrition, Nutrition Care Plans, Nutritional Assessment, Exercise Science, Rehabilitation, Health Assessment, Meal Planning And Preparation, Athletic Training, Performance Analysis, Performance Reporting, Load Balancing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Edureka

    Unit Testing & Test-Driven Development

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, Test Script Development, Behavior-Driven Development, API Testing, Code Coverage, Development Testing, Software Testing, Test Automation, Test Tools, Test Planning, Test Case, Maintainability, Software Quality (SQA/SQC), Software Quality Assurance, API Design, Application Programming Interface (API), Event-Driven Programming, Mockups, Python Programming

    Beginner · Course · 1 - 4 Weeks

1…718719720…795

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

  • Craft Territory Playbook: Coursera
  • Ethics in GenAI for Software Engineering Training : Simplilearn
  • CSC: Secure Software Development and Implementation: CertNexus
  • Linux Foundation Certified System Administrator (LFCS): Unit 8: Pearson
  • Create Chatbots & NLP Apps: Coursera
  • How to Use ChatGPT and Generative AI to Help Create Content: Packt
  • Generative AI Foundations in Python: Packt
  • MLOps with Vertex AI: Manage Features - 日本語版: Google Cloud
  • Evaluate and Create ML Workflows Visually: Coursera
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: 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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