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。

Google Cloud
您将获得的技能: Google Gemini, Generative AI, Google Cloud Platform, AI Product Strategy, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Innovation, MLOps (Machine Learning Operations)
初级 · 课程 · 1-3 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Predictive Analytics, Unsupervised Learning, Data Cleansing, Data Visualization, Exploratory Data Analysis, Supervised Learning, Dimensionality Reduction, Data Science, Descriptive Analytics, Matplotlib, Predictive Modeling, Visualization (Computer Graphics), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Data Analysis, Pandas (Python Package), Machine Learning Algorithms, Statistical Machine Learning, Data Visualization Software, Statistical Visualization
提供的学分
MasterTrack · 6-12 个月

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Customer Analysis, Generative AI, Marketing Analytics, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Forecasting
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, MLOps (Machine Learning Operations)
中级 · 课程 · 1-4 周

Clemson University
您将获得的技能: Human Computer Interaction, MySQL, Large Language Modeling, Dimensionality Reduction, Generative AI, Data Cleansing, Matplotlib, Database Design, Software Development Methodologies, Databases, Usability, Relational Databases, Reinforcement Learning, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Deep Learning, Algorithms, Machine Learning Methods
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, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
提供的学分
研究生证书 · 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, Lean Manufacturing, Change Management, Business Technologies, Collaborative Software, Augmented and Virtual Reality (AR/VR), Solution Design, Technology Strategies, Learning Strategies, Systems Analysis, System Implementation
提供的学分
MasterTrack · 6-12 个月

Georgetown University
您将获得的技能: Data Storytelling, Vulnerability Assessments, Operations Management, Business Strategy, Competitive Intelligence, Design Thinking, Survey Creation, Cyber Threat Intelligence, Machine Learning Methods, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, International Relations, Policy Development, Political Sciences
获得学位
学位 · 1-4 年

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月
O.P. Jindal Global University
您将获得的技能: Data Storytelling, Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Sampling (Statistics), Project Estimation, Financial Statements, Business Analytics, Global Marketing, Financial Accounting, Predictive Analytics, Big Data, Marketing, Pivot Tables And Charts, Business Economics
获得学位
学位 · 1-4 年

Dartmouth College
您将获得的技能: Natural Language Processing, Field-Programmable Gate Array (FPGA), Statistical Machine Learning, Embedded Systems, Machine Learning, Machine Learning Algorithms, Embedded Software, Distributed Computing, Deep Learning, Image Analysis, Software Design, Computer Vision, Electrical and Computer Engineering, Engineering Analysis, Serial Peripheral Interface, Student Support and Services, Student Services, Text Mining, Digital Communications, Electrical Engineering
获得学位
学位 · 1-4 年