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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


  • B

    Ball State University

    Master of Science in Data Science

    您将获得的技能: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Object Oriented Programming (OOP), Spatial Analysis, SAS (Software), Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing

    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

  • 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, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Technology Strategies, Augmented and Virtual Reality (AR/VR), Student Engagement, Project Management, Needs Assessment, Learning Strategies, Collaboration

    提供的学分

    MasterTrack · 6-12 个月

  • G

    Google Cloud

    Google Cloud 에서 데이터 레이크와 데이터 웨어하우스 빌드하기

    您将获得的技能: Data Lakes, Data Governance, Data Architecture, Data Warehousing, Advanced Analytics, Data Management, Operational Databases, Google Cloud Platform, Machine Learning Methods, Cloud Storage, Data Processing, Open Source Technology

    中级 · 课程 · 1-3 个月

  • O

    O.P. Jindal Global University

    MBA Business Analytics

    您将获得的技能: Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Sampling (Statistics), Project Estimation, Business Analytics, Financial Statement Analysis, Global Marketing, Financial Accounting, Predictive Analytics, Marketing Planning, Human Resources Management and Planning, Internet Of Things, Big Data, Regression Analysis

    获得学位

    学位 · 1-4 年

  • 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

  • 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

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    您将获得的技能: Social Network Analysis, Data Presentation, Systems Thinking, Reinforcement Learning, Unsupervised Learning, Deep Learning, Computer Vision, Natural Language Processing, Predictive Modeling, MLOps (Machine Learning Operations), Risk Analysis, Time Series Analysis and Forecasting, Project Management Life Cycle, Logistic Regression, Cash Flows, Simulations, Descriptive Analytics, Marketing Analytics, Transfer Learning, Operations Research

    获得学位

    学位 · 1-4 年

  • U

    University of North Texas

    Bachelor of Science in General Business

    您将获得的技能: Operations Management, Model Evaluation, Arbitration, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Policy Development, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Cultural Diversity, Digital Media Strategy, Music History, Sociology

    获得学位

    学位 · 1-4 年

  • U

    University of Huddersfield

    BSc Data Science

    您将获得的技能: Linear Algebra, Computational Logic, Graph Theory, Statistical Software, Theoretical Computer Science, Integral Calculus, Matplotlib, Data Structures, Calculus, R Programming, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis

    获得学位

    学位 · 1-4 年

  • 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, Digital Signal Processing, Recurrent Neural Networks (RNNs), Probability & Statistics, Deep Learning, Machine Learning, Generative AI, Machine Learning Algorithms, Image Analysis, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Student Services, Electrical Engineering

    获得学位

    学位 · 1-4 年

  • 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

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…591592593594

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

  • Master of Science in Data Science: Ball State University
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • Google Cloud 에서 데이터 레이크와 데이터 웨어하우스 빌드하기: Google Cloud
  • MBA Business Analytics: O.P. Jindal Global University
  • Graduate Diploma in Computer Science: University of London
  • Executive MBA: IIT Roorkee
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Bachelor of Science in General Business: University of North Texas
  • BSc Data Science: University of Huddersfield

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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