数据分析课程可以帮助您学习数据可视化、统计分析和数据清洗技术。您可以培养解读复杂数据集、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 Excel、SQL 和 Tableau 等工具,这些工具支持数据分析和结果展示。您还将探索 Regression Analysis 和 A/B Testing 等方法,这些方法对于评估性能和优化策略至关重要。
University of Illinois Urbana-Champaign
您将获得的技能: 回归分析, Pandas(Python 软件包), 数据预处理, 时间序列分析和预测, 预测建模, 机器学习算法, 无监督学习, 机器学习, 非结构化数据, 模型优化, Scikit Learn(机器学习库), 监督学习, 分类算法, 功能工程, 文本挖掘, 模型培训, Model Evaluation, 模型评估, Python 编程, Jupyter, 应用机器学习
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Electrical Systems, Automation Engineering, Electrical Equipment, Hydraulics, Machine Controls, Control Systems, Mechanical Engineering, Real Time Data, Internet Of Things, Automation, Industrial Engineering, Robotics, Hardware Troubleshooting, Manufacturing Processes, Sustainable Technologies, Maintenance, Repair, and Facility Services, Production Process, Emerging Technologies, Manufacturing Operations
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Generative AI, Fine-tuning, Generative Model Architectures, LLM Application, Large Language Modeling, Application Deployment, Unstructured Data, Application Development, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Data Integration, Data Analysis, Analytics, Social Media Analytics, Data Processing, Query Languages, Data Transformation, Data Preprocessing, Scripting
混合 · 课程 · 1-4 周

Infosec
您将获得的技能: Data Integration, Data Analysis, Data Mining, Data Presentation, Data-Driven Decision-Making, Data Modeling, Data Governance, Business Analytics, Data Visualization, Dashboard Creation, Analytics, Statistical Analysis, Dashboard, Data Warehousing, Data Management, Data Security, Data Quality, Data Cleansing, Data Integrity, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Data Preprocessing, Analytics, Data Analysis, Predictive Analytics, Data Processing, Applied Machine Learning, Model Evaluation, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Machine Learning Methods, Feature Engineering, Machine Learning, Data Visualization, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Internet Of Things, Advanced Analytics, Analytics, Data-Driven Decision-Making, Data Processing, Robotics, Automation, Real Time Data, Network Security, Emerging Technologies, Security Strategy, Interoperability, Scalability
中级 · 课程 · 1-4 周

Pohang University of Science and Technology(POSTECH)
您将获得的技能: 人工智能集成, 云服务, 新兴技术, 云平台, 云技术, Amazon Web Services, 物联网, Microsoft Azure, 云计算, 云计算开发, Google Cloud 平台, 应用程序开发, IBM 云计算, 数据流, 基于云的集成, 网络协议, 云应用, 微软 Azure, Network Protocol(网络协议
初级 · 课程 · 1-3 个月

Fundação Instituto de Administração
您将获得的技能: Process Mapping, Operations Management, Process Analysis, Process Improvement, Operations, Revenue Management, Business Modeling, Business Process Improvement, Supply Chain, Supply Chain Management, Business Process, Quality Improvement, Process Improvement and Optimization, Organizational Structure, Supply Chain Planning, Supply Management, Strategic Thinking, Business Strategy, Strategic Decision-Making, Competitive Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Marketing Analytics, Data-Driven Marketing, Analytics, Marketing, Meta Ads Manager, Data Analysis, Resource Utilization, Marketing Effectiveness, Registration, Statistical Methods, Digital Marketing, Social Media Marketing
中级 · 课程 · 1-4 周

Columbia University
您将获得的技能: 健康信息学, 护理管理, 交流, 远程保健, 护理协调, 初级保健, 健康信息管理, 医疗保健, 患者协调, 医疗保健伦理, 卫生系统, 临床领导, 临床信息学, 互操作性, 病人沟通, 以患者为中心的护理, 健康技术, 医疗保健行业知识, 患者教育与支持, 基于价值的护理
初级 · 课程 · 1-3 个月

The University of Notre Dame
您将获得的技能: Data Ethics, Analytics, Analytical Skills, Responsible AI, Ethical Standards And Conduct, Machine Learning, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Artificial Intelligence, Predictive Analytics, Social Justice, Case Studies
初级 · 课程 · 1-4 周