Anomaly Detection 课程可以帮助您学习统计方法、Machine Learning 技术和数据预处理策略。您可以培养识别 Outlier、实施 Cluster Analysis 算法和应用 Time Series 分析的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具以及用于数据 Visualization 的软件,从而提高您分析和解释复杂数据集的能力。

DeepLearning.AI
您将获得的技能: 检索-增强生成, 数据转换, 视觉转换器(ViT), LLM 申请, 数据预处理, 文件管理, 元数据管理, 非结构化数据, 图像分析, JSON
初级 · 项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Responsible AI, Data Ethics, Business Ethics, AI Security, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Case Studies, Legal Risk, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management, Information Privacy, Analysis, Algorithms
中级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
中级 · 专项课程 · 1-3 个月

Packt
您将获得的技能: Threat Detection, Cybersecurity, Intrusion Detection and Prevention, Cyber Threat Intelligence, Network Infrastructure, Network Security, Network Architecture, General Networking, Endpoint Security, Malware Protection, System Monitoring, Incident Response, Email Security, Operating Systems, Identity and Access Management
中级 · 课程 · 1-4 周

您将获得的技能: Sprint Retrospectives, Agile Project Management, Emotional Intelligence, Team Management, Agile Methodology, Team Leadership, Initiative and Leadership, Employee Coaching, Team Building, Sprint Planning, Continuous Improvement Process, Project Planning, Problem Management, CI/CD, Estimation, Risk Management
高级设置 · 课程 · 1-4 周

您将获得的技能: Network Security, Cryptography, Firewall, Cybersecurity, Intrusion Detection and Prevention, Virtual Private Networks (VPN), Cloud Security, Public Key Infrastructure, Network Monitoring, Encryption, Network Architecture, Dynamic Host Configuration Protocol (DHCP), Human Factors (Security), Local Area Networks, Virtual Local Area Network (VLAN), Network Switches, Authentications
中级 · 课程 · 1-4 周

您将获得的技能: OSI Models, TCP/IP, Vulnerability Scanning, General Networking, Network Protocols, Cyber Security Assessment, Network Security, Network Monitoring, Network Administration, Vulnerability Assessments, Firewall, Performance Tuning, Threat Detection, Network Analysis, Scripting, System Configuration
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Azure 活动目录, 微软 Azure, 数据安全, Virtual Machine, 身份和访问管理, 威胁检测, Network Security, 云安全, 基于角色的访问控制(RBAC), 安全战略, 多因素身份验证, 安全控制, 数据库架构与管理, Encryption
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 授权(计算), Azure 活动目录, 微软 Azure, 身份和访问管理, 数据安全, 防火墙, 云安全, 威胁检测, 关键管理, Encryption, 数据存储, 云存储, 数据库管理, Data Governance, Authentication
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation
攻读学位
初级 · 专项课程 · 3-6 个月

Fortinet, Inc.
您将获得的技能: Firewall, Network Security, Virtual Private Networks (VPN), Network Administration, Intrusion Detection and Prevention, Enterprise Security, Network Architecture, Security Controls, Performance Tuning, Cybersecurity, Malware Protection, Configuration Management
中级 · 课程 · 1-3 个月