数据课程可以帮助您学习数据分析、统计方法、数据可视化和机器学习原理。您可以培养解读数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Python、R、SQL 和 Tableau 等工具,这些工具支持分析数据并以清晰、有影响力的方式呈现分析结果。

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
攻读学位
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: 机器学习, 探索性数据分析, 数据科学, 数据操作, Matlab, 数据分析, 数据预处理, 数据叙事, 模型评估, 数据导入/导出, 技术交流, 功能工程, 预测建模
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Healthcare Ethics, Diagnostic Tests, Statistical Methods, Patient Communication, Model Evaluation, Healthcare Industry Knowledge, Clinical Assessment, Health Informatics, Medical Privacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Health Disparities
初级 · 课程 · 1-4 周

您将获得的技能: Ggplot2, Model Evaluation, Data Visualization, Regression Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Integrated Development Environments, Computer Networking, Server Side, Real Time Data, Data Analysis Expressions (DAX), Application Development
混合 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Debugging, Data Analysis, Data Preprocessing, Numerical Analysis, Critical Thinking
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: C++ (Programming Language), Data Structures, File I/O, Data Store, Data Cleansing, Data Mapping, Data Integrity
中级 · 指导项目 · 不超过 2 小时

Northeastern University
您将获得的技能: Health Informatics, Health Information Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Care Administration, Digital Transformation, Healthcare Industry Knowledge, Health Care Procedure and Regulation, Emerging Technologies, Information Privacy, Data Management, Technology Strategies, Cybersecurity, Data Security, Platform As A Service (PaaS), Innovation
初级 · 课程 · 1-4 周

您将获得的技能: Power BI, Data Modeling, Data Storytelling, Data Analysis Expressions (DAX), Data Visualization Software, Data Transformation, Business Intelligence, Dashboard, Microsoft Excel, Interactive Data Visualization, Data Manipulation, Data Cleansing, Key Performance Indicators (KPIs), Report Writing, Data Import/Export
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods
初级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Data Visualization, Data Presentation, Data-Driven Decision-Making, Advanced Analytics, Business Analytics, AI Enablement, Business Reporting, Global Marketing, User Feedback, Regional Sales, Presentations, Key Performance Indicators (KPIs), Law, Regulation, and Compliance
初级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Model Deployment, Cloud Deployment, Amazon Web Services, Applied Machine Learning, Advanced Analytics, Machine Learning Methods, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Model Evaluation, Statistical Analysis, MLOps (Machine Learning Operations), Predictive Analytics, Data Preprocessing, Supervised Learning, Regression Analysis
初级 · 课程 · 1-3 个月