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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


  • B

    Ball State University

    Master of Science in Computer Science

    您将获得的技能: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Methods, Data Wrangling, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, 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

    Maestría en Inteligencia Analítica de Datos

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

    获得学位

    学位 · 1-4 年

  • U

    University of Illinois at Urbana-Champaign

    Master of Computer Science (feat. Data Science Track)

    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

  • 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

  • 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

  • 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, Probability & Statistics, Generative AI, Machine Learning, Deep Learning, Image Analysis, Convolutional Neural Networks, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Student Services, Electrical Engineering

    获得学位

    学位 · 1-4 年

  • U

    University of Colorado Boulder

    Power Electronics Graduate Certificate

    您将获得的技能: Power Electronics, Computer Vision, Convolutional Neural Networks, Display Devices, Control Systems, Debugging, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Computer Programming Tools, Software Development Tools, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components, Electrical Systems, USB, Semiconductors

    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

  • 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:新
    新
    状态:免费试用
    免费试用

    多位教师

    Managing AI Projects That Ship and Scale

    初级 · 专项课程

  • 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, Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Model Evaluation, Dimensionality Reduction, Data Analysis, Data Science, Descriptive Analytics, Plot (Graphics), Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Predictive Modeling, Machine Learning Algorithms, Visualization (Computer Graphics), Scientific Visualization

    提供的学分

    MasterTrack · 6-12 个月

1…587588589590

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

  • Master of Science in Computer Science: Ball State University
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
  • Graduate Certificate in Computer Science: University of London
  • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
  • Master of Science in Information Systems: Northeastern University
  • Master of Engineering in Computer Engineering: Dartmouth College
  • Power Electronics Graduate Certificate: University of Colorado Boulder
  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Master of Data Science: Illinois Institute of Technology

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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