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。

您将获得的技能: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Data Preprocessing, Model Evaluation, Performance Tuning, Data Collection, Software Installation
初级 · 课程 · 3-6 个月

Coursera
您将获得的技能: 生成对抗网络 (GAN), 生成式对抗网络(GANs), Python 编程, 数据综合, 深度学习, 探索性数据分析, 欺诈检测, 降维, 异常检测, 生成式人工智能, 张力流, 数据预处理, 数据可视化, Keras(神经网络库)
中级 · 指导项目 · 不超过 2 小时

Pearson
您将获得的技能: Endpoint Detection and Response, Threat Management, Cyber Operations, Security Management, Threat Detection, Security Information and Event Management (SIEM), Cyber Threat Hunting, Security Strategy, Incident Response, Automation, Data Integration
中级 · 课程 · 1-4 周

您将获得的技能: Data Analysis Expressions (DAX), Data Storytelling, Analytics, Excel Formulas, Predictive Modeling, Anomaly Detection, Python Programming, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Security Information and Event Management (SIEM), Cyber Risk, Cyber Security Policies, Data Security, Personally Identifiable Information, Email Security, Cyber Threat Intelligence, Cybersecurity, Data Loss Prevention, Threat Detection, Information Privacy, Event Monitoring, Incident Response, Automation
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Anomaly Detection, Embeddings, LLM Application, Generative AI, Semantic Web, Application Design, Natural Language Processing, Image Analysis, AI Personalization
初级 · 项目 · 不超过 2 小时

您将获得的技能: Serverless Computing, Computer Vision, Image Analysis, Amazon Web Services, AI Enablement, Amazon S3, AWS Identity and Access Management (IAM), Text Mining, Data Processing, Unstructured Data
中级 · 课程 · 1-4 周

Eindhoven University of Technology
您将获得的技能: 数据驱动决策, 数据科学, 模型评估, 业务流程建模, 验证和确认, 数据处理, 过程分析, 工艺优化, 流程改进, Model Evaluation, 业务流程管理, 运行分析, 业务流程, 性能分析, 实时数据, 数据挖掘
中级 · 课程 · 1-3 个月

您将获得的技能: AWS Identity and Access Management (IAM), Amazon CloudWatch, Threat Detection, Threat Management, Amazon Web Services, Incident Response, Continuous Monitoring, Cloud Security, Identity and Access Management, Amazon Elastic Compute Cloud, Network Security, Event Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Matplotlib, Data Cleansing, Data Analysis, Data Preprocessing, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning, Model Evaluation
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Investigation, Fraud detection, Auditing, Litigation Support, Accounting, Report Writing, Due Diligence, Employee Training, Internal Controls, Risk Analysis, International Finance, Compliance Training, Analytical Skills
混合 · 课程 · 1-4 周

您将获得的技能: Cybersecurity, IT Security Architecture, Network Security, Cyber Security Strategy, Threat Detection, Data Security, Security Controls, Threat Management, Security Strategy, Security Information and Event Management (SIEM), Vulnerability Assessments, Systems Architecture
初级 · 课程 · 1-4 周