预测解析课程可以帮助您学习数据收集技术、统计建模和机器学习基础知识。您可以掌握解释 Data Model、进行预测和评估模型性能的技能。许多课程会介绍 R、Python 和 Tableau 等工具,这些工具支持数据集分析和结果可视化。您还将探索 Regression Analysis、Time Series 预测和风险评估等关键主题,使您能够根据预测见解做出明智的决策。

您将获得的技能: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning, Data Preprocessing, Model Evaluation, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, Applied Machine Learning, AI Workflows, No-Code Development, Model Deployment, Text Mining, Machine Learning, Model Evaluation
初级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction
混合 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Data-Driven Decision-Making, Data Ethics, R (Software), Data Science, Data Governance, Advanced Analytics
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Economics, Policy, and Social Studies, Supply And Demand, Market Analysis, Economics, Resource Allocation, Environmental Issue, Public Policies
初级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Data Import/Export, Data Manipulation, Predictive Modeling, Statistical Analysis, SQL, Logistic Regression, Regression Analysis, R (Software), Data Analysis, Pandas (Python Package), Excel Macros, Statistical Hypothesis Testing, Software Installation, Data Cleansing, System Configuration
初级 · 课程 · 3-6 个月

SkillsBooster Academy
您将获得的技能: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Competitive Analysis, Data Ethics, ChatGPT, Search Engine Marketing, Content Creation, Content Performance Analysis, Artificial Intelligence, Digital Marketing, Content Marketing, Marketing, Business Strategy, Business Ethics, Marketing Strategy and Techniques, Market Research, Digital Media Strategy, Product Strategy, Marketing Materials
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 数据操作, 数据分析, 数据叙事, 生成式人工智能, 微软动力平台, Power BI, 商业智能, Microsoft Copilot, 数据展示, 数据可视化, 交互式数据可视化, Data Analysis 表达式(DAX), Prompt Engineering
中级 · 课程 · 1-4 周

您将获得的技能: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Amazon Web Services, Data Preprocessing, Data Wrangling, Data Processing, Amazon S3, Extract, Transform, Load, Data Pipelines, Data Integration
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Image Analysis, Software Installation, Data Analysis, Analysis, Scientific Methods, User Interface (UI)
初级 · 指导项目 · 不超过 2 小时