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。

University of Michigan
您将获得的技能: 调试, 数据导入/导出, 编程原则, 文件输入/输出, Python 程序设计, 功能设计, 数据结构
初级 · 课程 · 1-3 个月
Duke University
您将获得的技能: Responsible AI, Data Ethics, Large Language Modeling, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, AI Product Strategy, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks
中级 · 专项课程 · 1-3 个月

Deep Teaching Solutions
混合 · 课程 · 1-4 周

您将获得的技能: Risk Management, Risk Management Framework, Infrastructure Security, Safety Assurance, Threat Modeling, Information Systems Security, Security Controls, Security Engineering, Security Requirements Analysis, Safety Standards, Safety and Security, Cybersecurity, Cyber Security Strategy, Continuous Monitoring, Cyber Risk, Hardening, Vulnerability Assessments, Cyber Security Policies, Cyber Security Assessment, Industrial Design
初级 · 课程 · 1-3 个月

您将获得的技能: Amazon S3, Amazon Elastic Compute Cloud, Amazon Web Services, Cloud Infrastructure, Cloud Management, Cloud Storage, Data Storage Technologies, Cloud Hosting, Virtual Networking, Hybrid Cloud Computing, Private Cloud, Network Routing, Network Infrastructure
高级设置 · 课程 · 1-3 个月

您将获得的技能: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Real-Time Operating Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Automation Engineering, Program Development, Automation, Simulations, System Monitoring, Electrical Wiring, Computational Logic, Simulation and Simulation Software, User Interface (UI) Design, Network Troubleshooting, User Feedback
中级 · 专项课程 · 3-6 个月

EDHEC Business School
您将获得的技能: 投资组合风险, 投资组合管理, Pandas(Python 软件包), 风险分析, 数据操作, 投资回报, 模拟, 投资, 资产管理, 财务分析, 投资管理, Python 程序设计, Matplotlib, 风险管理, NumPy, 金融建模
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: 面向对象编程(OOP), 计算机编程, Java 编程, Java, 数据结构, 文件输入/输出, Encryption, 网络服务器, 密码学, 软件工程, Algorithm
初级 · 课程 · 1-3 个月

Alex Genadinik
您将获得的技能: Overcoming Objections, Closing (Sales), Rapport Building, B2B Sales, Price Negotiation, Contract Negotiation, Negotiation, Sales, ChatGPT, Collaboration, Conflict Management
混合 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Customer Analysis, Campaign Management, Digital Advertising
初级 · 课程 · 1-4 周

Council on Foreign Relations
您将获得的技能: International Relations, Diplomacy, World History, Political Sciences, International Finance, Public Policies, Policy Development, Policy Analysis, Public Health, Economic Development, Governance, Social Sciences, Immigration Law, Culture, Socioeconomics, Policty Analysis, Research, and Development, Economics, Negotiation, Decision Making, Strategic Thinking
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning
初级 · 指导项目 · 不超过 2 小时