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。

您将获得的技能: Incident Response, Continuous Monitoring, Cybersecurity, Cyber Security Assessment, Cyber Attacks, Event Monitoring, Data Security, Vulnerability, System Monitoring, Analysis, Network Security, Network Monitoring, Criminal Investigation and Forensics, Linux Commands, System Configuration, Bash (Scripting Language), Python Programming, Scripting, Linux, Scripting Languages
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计分析, 决策树学习, 数据分析, 无监督学习, Machine Learning 方法, 大数据, 探索性数据分析, 分析, 异常检测, 机器学习算法, 人工神经网络, 模型评估, Algorithm, 数据科学, 分类算法, 机器学习, 数据挖掘, 监督学习
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中级 · 课程 · 1-4 周

CertNexus
您将获得的技能: Data Science, Data Strategy, Internet Of Things, AI Product Strategy, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Improvement and Optimization, Process Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping
混合 · 课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: Python 程序设计, 图论, 大数据, 健康信息学, 自然语言处理, 网络分析, 数据整合, 统计建模, 生物医学技术, 数据科学, 机器学习, 数据伦理, 精准医疗, 图像分析, 生物信息学
中级 · 课程 · 1-3 个月

您将获得的技能: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis
初级 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

您将获得的技能: Accounting Software, Ledgers (Accounting), Small Business Accounting, Payroll Processing, Financial Statements, Accounting, Cash Handling, Bookkeeping, Financial Reporting, Payroll, Accounts Payable, Balance Sheet, Expense Management, Billing & Invoicing, Banking, Transaction Processing
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 深度学习, 拥抱的脸, 自然语言处理, 生成式人工智能, 大型语言模型, 模型部署, OpenAI, Prompt Engineering, 生成模型架构, IBM 云
初级 · 课程 · 1-4 周

您将获得的技能: Flask (Web Framework), Restful API, Software Testing, Databases, Software Quality (SQA/SQC), JSON, Application Programming Interface (API), MongoDB, Full-Stack Web Development, Web Applications, NoSQL, Back-End Web Development, Python Programming, Maintainability, Application Deployment, Data Validation, Authentications
初级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Python 程序设计, 数据结构, 面向对象编程(OOP), 调试, 计算思维, 分析, 解决问题, Algorithm, 伪代码, 计算机编程, 计划发展, 计算机硬件
初级 · 课程 · 1-4 周

您将获得的技能: Security Testing, Application Security, Open Web Application Security Project (OWASP), Software Testing, Secure Coding, Test Tools, Regression Testing, Unit Testing, Penetration Testing, Security Controls, Computer Security, Test Driven Development (TDD), Debugging, User Acceptance Testing (UAT), Computer Programming, Python Programming, Node.JS, Information Privacy, JavaScript Frameworks, Javascript
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 技术写作, 学习理论, 技术交流, 教育软件和技术, 信息图表, 叙事, 口头表达, 人类学习, 研究, 科学与研究, 教育与培训, 学习管理系统, 面试技巧, 科学方法, 媒体与传播, 摄影, 社区外联, 写作, 计划评估, 说服沟通
初级 · 课程 · 1-3 个月