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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: Free Trial
    Free Trial
    E

    EDUCBA

    Kali Linux: Ethical Hacking & Pentesting

    Skills you'll gain: Penetration Testing, Metasploit, Vulnerability Scanning, Malware Protection, Exploitation techniques, Exploit development, Database Management, Security Testing, Cyber Security Strategy, Cryptographic Protocols, Vulnerability Assessments, Cyber Security Assessment, Cryptography, Brute-force attacks, Database Software, Threat Detection, Data Import/Export, Cybersecurity, Linux, Linux Administration

    4.8
    Rating, 4.8 out of 5 stars
    ·
    105 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Data Engineering and Spark Foundations for AI and ML

    Skills you'll gain: Databricks, PySpark, Apache Spark, Data Lakes, Data Pipelines, Data Processing, Data Warehousing, Distributed Computing, Data Architecture, JSON, Data Import/Export, Applied Machine Learning, Data Management, Data Entry, Database Architecture and Administration, Data Collection, SQL, Python Programming, Machine Learning, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rutgers the State University of New Jersey

    Supply Chain Operations

    Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Manufacturing Operations, Lean Methodologies, Process Improvement, Production Management, Operations Management, Operations, Process Improvement and Optimization, Production Process, Six Sigma Methodology, Operational Efficiency, Quality Improvement, Process Optimization, Supply Chain, Kanban Principles, Inventory Control, Inventory and Warehousing, Inventory Management, Inventory Management System

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    SQL for Data Analysis and Business Insights

    Skills you'll gain: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Data Import/Export, Database Management, Query Languages, Database Software, Report Writing, GitHub, Performance Tuning, Jupyter

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Applied Data Science Capstone

    Skills you'll gain: Data Wrangling, Data Compilation, Data Collection, Web Scraping, GitHub

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7.4K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Madecraft

    Identity Crisis: How to Realign Your Career with Your Life

    Skills you'll gain: LinkedIn, Professional Networking, Growth Mindedness, Personal Development, Interviewing Skills, Goal Setting, Self-Awareness, Web Presence, Accountability Frameworks, Culture Transformation, Lifelong Learning, Financial Planning, Finance, Follow Through, Self-Motivation, Accountability, Business Transformation, Professionalism, Adult Education, Relationship Building

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    AI Essentials

    Skills you'll gain: Responsible AI, AI Enablement, Artificial Neural Networks, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, AI literacy, Generative AI, Generative AI Agents, Machine Learning Methods, Deep Learning, Machine Learning, LLM Application, Convolutional Neural Networks, Supervised Learning, Fraud detection, Reinforcement Learning, Ethical Standards And Conduct, Unsupervised Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    230 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Developing Interpersonal Skills

    Skills you'll gain: Constructive Feedback, Interpersonal Communications, Social Skills, Active Listening, Trustworthiness, Conflict Management, Assertiveness, Communication, Professionalism, Rapport Building, Professional Development, Communication Strategies, Influencing, Empathy, Emotional Intelligence, Personal Attributes, People Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    M

    Microsoft

    Microsoft Project Management: Build Job-Ready Skills

    Skills you'll gain: Stakeholder Management, Communication Planning, Virtual Teams, Team Management, Team Leadership, Plan Execution, Scheduling, Conflict Management, Project Schedules, Project Management Life Cycle, Project Management, Teamwork, Project Management Office (PMO), Stakeholder Analysis, Risk Mitigation, Agile Product Development, Risk Management, Communication, Planning, Budgeting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    808 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    K

    KodeKloud

    AWS AI Practitioner (AIF-C01): Exam Walkthrough & Mock Exam

    Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, AWS SageMaker, Amazon Web Services, Model Evaluation, AWS Identity and Access Management (IAM), AI Enablement, Decision Intelligence, Prompt Engineering, AWS Kinesis, Large Language Modeling, AWS CloudFormation, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Data Processing, Cloud Computing, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Understand and Apply AI Fundamentals with AWS

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Responsible AI, Artificial Neural Networks, Data Ethics, Machine Learning Algorithms, AWS SageMaker, Amazon Bedrock, Machine Learning, AI literacy, Model Training, Amazon Web Services, Convolutional Neural Networks, Supervised Learning, Model Deployment, Natural Language Processing, LLM Application, Unsupervised Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    SkillsBooster Academy

    Trupeer Tutorial: Screen Recordings to Videos & SOPs

    Skills you'll gain: Training Records Management, Writing and Editing, Video Production, Standard Operating Procedure, Technical Documentation, Media Production, Video Editing, Content Creation, Productivity Software, AI Workflows, Workflow Management, Brand Management, Learning Management Systems, Instructional Design, AI Integrations, Automation, Product Knowledge, Employee Onboarding, Business Operations, Data Management

    Beginner · Course · 1 - 3 Months

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

  • Kali Linux: Ethical Hacking & Pentesting: EDUCBA
  • Data Engineering and Spark Foundations for AI and ML: Edureka
  • Supply Chain Operations: Rutgers the State University of New Jersey
  • SQL for Data Analysis and Business Insights: Coursera
  • Applied Data Science Capstone: IBM
  • Identity Crisis: How to Realign Your Career with Your Life: Madecraft
  • AI Essentials: Saïd Business School, University of Oxford
  • Developing Interpersonal Skills: IBM
  • Microsoft Project Management: Build Job-Ready Skills: Microsoft
  • AWS AI Practitioner (AIF-C01): Exam Walkthrough & Mock Exam: KodeKloud

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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