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。

Ball State University
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
Universidad de los Andes
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
University of Illinois at Urbana-Champaign
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

Google Cloud
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.P. Jindal Global University
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
University of London
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

IIT Roorkee
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
Universidad de los Andes
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
University of North Texas
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

University of Huddersfield
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

Dartmouth College
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

Clemson University
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