应用统计学课程可以帮助您学习数据分析、假设检验、回归技术和实验设计。您可以掌握解释 Data Set、进行预测和有效交流统计结果的技能。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分析和数据可视化。

University of Toronto
您将获得的技能: 数据可视化, ArcGIS, 数据建模, 数据操作, 空间分析, 数据映射, 空间数据分析, 地理信息系统, 设计元素和原则, 地理空间制图, 查询语言, 元数据管理, 图像分析, 地理信息系统软件, 排版, 数据汇编, 全球定位系统, 定量研究, 地理空间信息与技术, 数据故事
初级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: Meeting Facilitation, Public Speaking, Conflict Management, Constructive Feedback, Teamwork, Team Building, Communication, Persuasive Communication, Active Listening, Verbal Communication Skills, Storytelling, Presentations, Business Correspondence, Business Communication, Team Management, Leadership, Interpersonal Communications, Visionary, Team Leadership, Emotional Intelligence
初级 · 专项课程 · 3-6 个月

您将获得的技能: Windows PowerShell, Scripting, Systems Administration, Operating System Administration, IT Automation, Scripting Languages, Automation, Application Development, Debugging, Integrated Development Environments
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 自然语言处理, 马尔可夫模型, 概率与统计, 数据预处理, 人工神经网络, 嵌入, 统计建模, Algorithm, 文本挖掘, 机器学习方法, 算法
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Marketing Channel, Case Studies, Data Presentation, Data-Driven Decision-Making, Business Metrics, Stakeholder Communications, Report Writing, Performance Metric
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Applied Machine Learning, Feature Engineering, Digital Signal Processing, Data Transformation, Model Evaluation, Time Series Analysis and Forecasting, Data Pipelines, Data Manipulation, Data Wrangling, System Design and Implementation, NumPy
中级 · 课程 · 1-4 周

您将获得的技能: Data Analysis, Data Collection, Data Cleansing, Data Processing, Data Quality, Data Analysis Software, Data Science, Business Analytics, Feature Engineering, Data Visualization, Data Validation, Machine Learning
初级 · 课程 · 1-3 个月

您将获得的技能: Git (Version Control System), Version Control, DevSecOps, Devops Tools, DevOps, CI/CD, Open Web Application Security Project (OWASP), Continuous Delivery, Infrastructure as Code (IaC), Continuous Integration, Agile Methodology, Secure Coding, Application Security, Continuous Deployment, Kubernetes, Agile Software Development, Terraform, Site Reliability Engineering, Cloud Infrastructure, Multi-Cloud
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 决策, 数据分析, 商业智能, 业务指标, 商业分析, 查询语言, 关键绩效指标 (KPI), 业务流程, 业务流程改进, Tableau 软件, 数据驱动决策, 电子商务, 数字化转型, 金融服务, 分析, 业务分析, 网络分析
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Content Performance Analysis, Marketing Analytics, Business Intelligence, Paid media, Performance marketing, Key Performance Indicators (KPIs), Campaign Management, Social Media Marketing, HubSpot CRM, Social Media Management, Digital Marketing, Google Ads, Marketo, Marketing Automation, Email Marketing, Value Propositions, Canva (Software), Content Creation, Web Analytics, Marketing Strategies
初级 · 专业证书 · 3-6 个月

您将获得的技能: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Database Management, Business Reporting, Query Languages, Report Writing, Performance Reporting, GitHub, Performance Tuning, Jupyter
初级 · 专项课程 · 3-6 个月

您将获得的技能: MLOps (Machine Learning Operations), PyTorch (Machine Learning Library), Grafana, Performance Metric, Data Pipelines, Performance Analysis
中级 · 课程 · 1-4 周