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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。


热门无监督学习课程和认证


  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

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

    提供的学分

    MasterTrack · 6-12 个月

  • 状态:实践项目
    实践项目
    I

    Illinois Institute of Technology

    Master of Data Science

    您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication

    获得学位

    学位 · 1-4 年

  • 状态:实践项目
    实践项目
    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

  • 多位教师

    Managing AI Projects That Ship and Scale

    初级 · 专项课程

  • 状态:实践项目
    实践项目
    U

    University of Leeds

    Master of Science in Data Science (Statistics)

    您将获得的技能: Data Ethics, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming, Data Preprocessing

    获得学位

    学位 · 1-4 年

  • 状态:实践项目
    实践项目
    D

    Dartmouth College

    Master of Engineering in Computer Engineering

    您将获得的技能: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Digital Signal Processing, Generative AI, Image Analysis, Deep Learning, Machine Learning, Transfer Learning, Classification Algorithms, Microarchitecture, Hardware Design, Text Mining, Student Support and Services, Student Services, Electrical Engineering

    获得学位

    学位 · 1-4 年

  • 状态:实践项目
    实践项目
    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, C (Programming Language), Spreadsheet Software, Matplotlib, R Programming, Artificial Intelligence

    获得学位

    学位 · 1-4 年

  • U

    University of Illinois at Urbana-Champaign

    Instructional Design MasterTrack® Certificate

    您将获得的技能: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Education Software and Technology, Supply Chain Management, Instructional Design, Learning Management Systems, Digital pedagogy, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Project Management, Needs Assessment, Learning Strategies, Collaboration, Emerging Technologies

    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

  • 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, Data Presentation, LLM Application, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Natural Language Processing, Classification Algorithms, Site Reliability Engineering, Project Risk Management, Biomedical Engineering, Artificial Intelligence, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Marketing Analytics, Data Ethics, Model Deployment

    获得学位

    学位 · 1-4 年

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    您将获得的技能: User Story, Version Control, Software Testing, Test Automation, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, System Testing, Software Design, Agile Methodology, Acceptance Testing, Test Script Development, Angular, Usability, Software Engineering, Web Content Accessibility Guidelines, Application Design, Software Design Patterns

    提供的学分

    MasterTrack · 6-12 个月

  • 状态:实践项目
    实践项目
    N

    Northeastern University

    Master of Science in Data Analytics Engineering

    您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing

    获得学位

    学位 · 1-4 年

与 unsupervised learning 相关的搜索

supervised learning
unsupervised learning, recommenders, reinforcement learning
supervised machine learning
unsupervised machine learning
supervised machine learning: regression and classification
supervised and unsupervised learning
supervised machine learning: regression
unsupervised algorithms in machine learning
1…594595596597

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

  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Master of Data Science: Illinois Institute of Technology
  • Executive MBA: IIT Roorkee
  • Managing AI Projects That Ship and Scale: 
  • Master of Science in Data Science (Statistics): University of Leeds
  • Master of Engineering in Computer Engineering: Dartmouth College
  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
  • Maestría en Inteligencia Artificial: Universidad de los Andes

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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