定量方法课程可以帮助您学习统计分析、数据可视化、Regression 分析技术和实验设计。您可以掌握假设检验、数据 Interpretation 和预测建模方面的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持在经济学、医疗保健和社会科学等各个领域分析数据 Set 和应用定量技术。

您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Machine Learning Methods, AI Security, Predictive Modeling, Google Cloud Platform, Data Quality
中级 · 课程 · 1-4 周

Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, SQL, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Demography, International Finance
研究生文凭 · 6-12 个月

您将获得的技能: Lightweight Directory Access Protocols, Splunk, System Monitoring, Role-Based Access Control (RBAC), Authentications, Data Storage, Data Management, Enterprise Security, Disaster Recovery, Identity and Access Management, Data Integrity, User Accounts, Dataflow, Data Security, System Configuration, Configuration Management
混合 · 课程 · 1-3 个月

您将获得的技能: Business Analytics, Data-Driven Decision-Making
初级 · 课程 · 1-4 周

Packt
您将获得的技能: Java, Object Oriented Design, File I/O, Program Development, Encryption
中级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Sustainable Development, Law, Regulation, and Compliance, Data Security, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Leadership, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design
混合 · 课程 · 1-3 个月

Logical Operations
您将获得的技能: Microsoft Excel, Business Reporting, Spreadsheet Software, Report Writing, Management Reporting, Microsoft Access, Data Presentation, Data Analysis Software, Data Visualization, Data Integration, Business Intelligence, Data Analysis, Microsoft Office
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Data Processing, Keras (Neural Network Library), Data Transformation, Applied Machine Learning, Machine Learning, Statistical Methods
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Machine Learning Methods, Model Evaluation, Data Quality
中级 · 课程 · 1-3 个月

您将获得的技能: Project Estimation, Continuous Improvement Process, Forecasting
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Anomaly Detection, Descriptive Statistics, Correlation Analysis, Data Manipulation
初级 · 课程 · 1-4 周

Capitals Coalition
您将获得的技能: Stakeholder Engagement, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Business Risk Management, Sustainable Business, Business Valuation, Sustainability Reporting, Natural Resource Management, Human Capital, Social Impact, Case Studies, Needs Assessment, Decision Making
初级 · 课程 · 1-4 周