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。

Whizlabs
您将获得的技能: AWS Kinesis, Amazon Redshift, Data Preprocessing, Data Analysis, Real Time Data, Applied Machine Learning, Data Pipelines, Data Processing, Extract, Transform, Load, Exploratory Data Analysis, Amazon S3, Data Sharing, Data Visualization Software, Data Transformation, Machine Learning, Data Management
初级 · 课程 · 1-4 周

您将获得的技能: Splunk, Data Integration, Windows PowerShell, Data Pipelines, Microsoft Windows, Data Preprocessing, Windows Servers, Data Validation, Configuration Management, Unstructured Data, Event Monitoring, System Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Statistical Methods, Dimensionality Reduction, Algorithms, NumPy, Python Programming
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Model Evaluation, Data Validation, Regression Analysis, Exploratory Data Analysis, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Random Forest Algorithm, Data Analysis, Predictive Modeling, Model Evaluation, Bayesian Network, Python Programming, Statistical Modeling, Classification Algorithms
高级设置 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Text Mining, Data Mining, Time Series Analysis and Forecasting, Classification Algorithms, Big Data, Artificial Neural Networks, Regression Analysis, Data Science, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Unsupervised Learning, Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Deep Learning, Data Preprocessing
中级 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 数据伦理, 风险缓解, 负责任的人工智能, 安全和安保, 信息隐私, 道德标准与行为, 问责制, 商业道德, 运营风险, 人工智能安全, 风险分析, 风险管理, 个人身份信息
初级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 数据管理, 负责任的人工智能, 数据伦理, 数据安全, 信息隐私, 机器学习, 人工智能, 预测建模, 脆弱性评估, 人工智能安全, 数据完整性, 个人身份信息
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Statistical Analysis, Data Preprocessing, Case Studies, Supervised Learning, Project Implementation
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 模型评估, 卷积神经网络, 深度学习, 数据预处理, 放射诊断学, 机器学习, 张力流, 人工智能, 机器学习方法, 磁共振成像, 概率与统计, 医学科学与研究, 医学影像, 统计机器学习, 预测建模, 应用机器学习, 自然语言处理, 风险建模, 图像分析
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: AI Security, Information Privacy, Data Security, Data Strategy, Responsible AI, Data Governance, Data Management, Cyber Risk, Data Sharing, Cloud Security, Cyber Security Strategy, Data Loss Prevention, Cybersecurity, Data Integrity, Security Management, Security Controls, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Cyber Operations, Data Science
初级 · 专项课程 · 3-6 个月