统计分析课程可以帮助您学习数据收集方法、假设检验、Regression Analysis 和数据 Visualization 技术。您可以培养从 Data Set 中解释结果、进行预测和得出结论的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计计算和创建数据的 Visual 化表示。

Michigan State University
您将获得的技能: 好奇心, 创造性思维, 以人为本的设计, 创造力, 自我意识, 集思广益, 解决问题, 创新, 设计思维, 同理心, 构思, 认知灵活性
初级 · 课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Transformation, Correlation Analysis, Seaborn, Pandas (Python Package), Matplotlib
混合 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Preprocessing, Workflow Management, Data Literacy, Project Schedules, Data Visualization, Scheduling, Data Analysis Expressions (DAX), Automation, Exploratory Data Analysis
中级 · 指导项目 · 不超过 2 小时
CertNexus
您将获得的技能: 机器学习, 分类算法, 模型评估, 无监督学习, 预测建模, 数据预处理, Jupyter, 应用机器学习, 回归分析, Algorithm, 监督学习, 功能工程, 性能调整
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Python 程序设计, 机器学习, 医学术语, 健康信息学, 自然语言处理, 模型评估, 人工神经网络, 临床信息学, 计算机编程, 计算机编程工具, 非结构化数据, 文本挖掘, 数据挖掘, 深度学习
中级 · 课程 · 1-4 周

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: Business Metrics, Analytics, Business Analytics, Business Intelligence, Performance Metric, Marketing Analytics, Big Data, Key Performance Indicators (KPIs), Data Analysis, Web Analytics, Case Studies, Data-Driven Decision-Making, Cash Flows
混合 · 课程 · 1-3 个月

您将获得的技能: Governance Risk Management and Compliance, Security Management, Compliance Management, Risk Appetite, Risk Analysis, Risk Mitigation, Business Risk Management, Cyber Governance, Compliance Auditing, Cyber Security Policies, Governance, Data Governance, Security Controls, Vulnerability Assessments, Security Awareness, Vendor Management
高级设置 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Capacity Management, Data Analysis, Data Warehousing, Data Strategy, Data Management, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy, Solution Design, Management Reporting, Needs Assessment
初级 · 专项课程 · 3-6 个月

Dartmouth College
您将获得的技能: Digital Transformation, Customer experience improvement, Business Transformation, Business Technologies, Business Modeling, Technology Strategies, Data Ethics, AI Personalization, Internet Of Things, Emerging Technologies, Automation, Case Studies, Cloud Computing, Responsible AI, Law, Regulation, and Compliance, Business Strategy, Cybersecurity, Data-Driven Decision-Making, Business Ethics
初级 · 课程 · 1-3 个月

您将获得的技能: AWS SageMaker, Applied Machine Learning, Classification Algorithms, Model Evaluation, Machine Learning, Python Programming, Prototyping
初级 · 指导项目 · 不超过 2 小时