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  • Unsupervised Learning

无监督学习课程

无监督学习课程可以帮助您学习 Clustering 技术、Dimensionality Reduction 和 Anomaly Detection。您可以掌握数据预处理、Feature Extraction 和解释复杂数据集的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持在项目中实施这些方法。您还将探索客户细分、图像处理和推荐系统等领域的实际应用,提高从无标签数据中获得洞察力的能力。


更多精彩内容:

热门无监督学习课程和认证


  • U

    University of London

    Graduate Diploma in Computer Science

    您将获得的技能: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI

    提供的学分

    研究生证书 · 6-12 个月

  • H

    Heriot-Watt University

    MSc Computer Science

    您将获得的技能: Artificial Intelligence, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Data Structures, Natural Language Processing, Computer Programming, Algorithms, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Reinforcement Learning, Computational Thinking, Artificial Neural Networks

    获得学位

    学位 · 1-4 年

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    您将获得的技能: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, LLM Application, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Deep Learning, Project Closure, Data Visualization, Artificial Intelligence, Time Series Analysis and Forecasting, Data Ethics, Model Deployment, Probability & Statistics

    获得学位

    学位 · 1-4 年

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    您将获得的技能: Predictive Analytics, Data Cleansing, Data Visualization, Exploratory Data Analysis, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Unsupervised Learning, Data Science, Descriptive Analytics, Data Analysis, Model Evaluation, Pandas (Python Package), Matplotlib, Plot (Graphics), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Statistical Machine Learning, Visualization (Computer Graphics), Scientific Visualization

    提供的学分

    MasterTrack · 6-12 个月

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    您将获得的技能: Social Network Analysis, Network Analysis, Predictive Modeling, Data Visualization, Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Data Storytelling, Interactive Data Visualization, Marketing Analytics, Financial Data, Data Presentation, Transfer Learning, Advertising, Applied Machine Learning, Random Forest Algorithm, Operations Research, Statistical Machine Learning, Statistical Analysis, Mathematical Modeling

    提供的学分

    MasterTrack · 6-12 个月

  • U

    University of Colorado Boulder

    Industrial Internet of Things Graduate Certificate

    您将获得的技能: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Control Systems, Embedded Software, Internet Of Things, Machine Controls, Engineering, Scientific, and Technical Instruments, Human Computer Interaction, Embedded Systems

    提供的学分

    研究生证书 · 6-12 个月

  • N

    Northeastern University

    Master of Science in Information Systems

    您将获得的技能: Database Design, Software Quality Assurance, Enterprise Architecture, Open Web Application Security Project (OWASP), Data Governance, Database Theory, User Research, Stakeholder Engagement, Algorithms, Agile Software Development, Software Development Life Cycle, Unified Modeling Language, Software Architecture, Cybersecurity, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Ethics

    获得学位

    学位 · 1-4 年

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 简体中文

    您将获得的技能: Google Gemini, Google Cloud Platform, Big Data, Generative AI, Customer Relationship Management, Predictive Modeling, Advanced Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Prompt Engineering, Data Analysis, Python Programming

    中级 · 课程 · 1-4 周

  • C

    Clemson University

    Master of Science in Computer Science

    您将获得的技能: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors

    获得学位

    学位 · 1-4 年

  • I

    IIT Roorkee

    Executive MBA

    您将获得的技能: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Business Process Management, Management Accounting, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Cash Management, Revenue Management

    获得学位

    学位 · 1-4 年

  • U

    University of London

    Graduate Certificate in Computer Science

    您将获得的技能: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI

    提供的学分

    研究生证书 · 6-12 个月

  • I

    IIT Guwahati

    Bachelor of Science in Data Science & AI

    您将获得的技能: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Spreadsheet Software, Matplotlib, Econometrics

    获得学位

    学位 · 1-4 年

1…587588589590

总之,以下是 10 最受欢迎的 unsupervised learning 课程

  • Graduate Diploma in Computer Science: University of London
  • MSc Computer Science: Heriot-Watt University
  • Maestría en Inteligencia Artificial: Universidad de los Andes
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
  • Master of Science in Information Systems: Northeastern University
  • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
  • Master of Science in Computer Science: Clemson University
  • Executive MBA: IIT Roorkee

您可以在 Machine Learning 中学到的技能

Python 程序设计 (33)
Tensorflow (32)
深度学习 (30)
人工神经网络 (24)
大数据 (18)
统计分类 (17)
强化学习 (13)
代数 (10)
贝叶斯定理 (10)
线性代数 (10)
线性回归 (9)
Numpy (9)

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