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Study unsupervised learning for machine learning. Learn about clustering, dimensionality reduction, and anomaly detection techniques.

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Explore the Unsupervised Learning Course Catalog

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Understanding and Visualizing Data with Python

    Skills you'll gain: Sampling (Statistics), Data Visualization, Data Literacy, Statistics, Matplotlib, Statistical Visualization, Probability & Statistics, Jupyter, Statistical Methods, Data Visualization Software, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, Data Collection, NumPy, Box Plots, Histogram, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.7K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Brilliant, Passionate You

    Skills you'll gain: Storytelling, Personal Development, Overcoming Obstacles, Growth Mindedness, Resilience, Self-Awareness, Mental Health, Empowerment, Community Development, Positivity, Lifelong Learning, Relationship Building, Goal Setting, Cultural Diversity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    281 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Linux in the Cloud

    Skills you'll gain: Linux Administration, Linux Servers, Virtualization and Virtual Machines, Infrastructure As A Service (IaaS), Security Management

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois at Urbana-Champaign

    Graduate Certificate in Strategic Leadership & Management

    Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing, Organizational Change

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Building with OpenAI API

    Skills you'll gain: Prompt Engineering, LangChain, ChatGPT, Multimodal Prompts, OpenAI, Generative AI, No-Code Development, LLM Application, Microsoft Power Platform, Application Programming Interface (API), Email Automation, Application Development, Microsoft Power Automate/Flow, Serverless Computing, JSON, Microsoft Azure, Microsoft Outlook, Email Marketing, Large Language Modeling, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    SkillUp

    Workplace Harassment Prevention Training for Managers

    Skills you'll gain: Workplace Bullying Intervention, Workplace inclusivity, Management Training And Development, Disciplinary Procedures, Compliance Management, Conflict Management, Diversity Training, Behavior Management, Diversity and Inclusion, De-escalation Techniques, Compliance Training, Empathy, Constructive Feedback, People Management, Employee Training, Investigation, Human Resource Policies, Accountability, Law, Regulation, and Compliance, Labor Law

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Rust – Lifetimes, Iterators, Testing & Randomness

    Skills you'll gain:

    Advanced · Course · 1 - 3 Months

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

    EDUCBA

    Mastering Total Quality Management: Analyze, Apply & Improve

    Skills you'll gain: Quality Management, Culture Transformation, Quality Improvement, Continuous Improvement Process, Operational Excellence, Quality Assurance, Process Improvement, Cost Management, Customer experience strategy (CX), Benchmarking, Team Oriented, Employee Engagement

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Data Science Fundamentals

    Skills you'll gain: Analytical Skills, Data Ethics, Predictive Modeling, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Data Analysis, Classification And Regression Tree (CART), Regression Analysis, Data Mining, Data Strategy, Statistical Analysis, Data Science, Social Media, Text Mining, Anomaly Detection, Business Analytics, Decision Tree Learning, Statistical Modeling, Cloud Computing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    255 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    J

    Johns Hopkins University

    Honors Algebra 2: Series, Trigonometry, and Probability

    Skills you'll gain: Trigonometry, Probability, Data Analysis, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Statistics, Geometry, Arithmetic

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Leadership and Team Management

    Skills you'll gain: Delegation Skills, Team Performance Management, Constructive Feedback, Team Building, Change Management, Organizational Change, Team Management, Coaching, Teamwork, Organizational Development, Employee Coaching, Team Motivation, Employee Performance Management, Leadership and Management, Business Transformation, Business Leadership, Leadership Development, Case Studies, Communication, Productivity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Automating Real-World Tasks with Python

    Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.9K reviews

    Beginner · Course · 1 - 3 Months

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

  • Understanding and Visualizing Data with Python: University of Michigan
  • Brilliant, Passionate You: University of Michigan
  • Linux in the Cloud: Packt
  • Graduate Certificate in Strategic Leadership & Management: University of Illinois at Urbana-Champaign
  • Building with OpenAI API: Packt
  • Workplace Harassment Prevention Training for Managers: SkillUp
  • Advanced Rust – Lifetimes, Iterators, Testing & Randomness: Packt
  • Mastering Total Quality Management: Analyze, Apply & Improve: EDUCBA
  • Data Science Fundamentals: University of California, Irvine
  • Honors Algebra 2: Series, Trigonometry, and Probability: Johns Hopkins University

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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70 courses
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