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: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Predictive Analytics, Regression Analysis, Time Series Analysis and Forecasting, Data Visualization, Statistical Analysis, Plot (Graphics), Data-Driven Decision-Making, Data Analysis
中级 · 指导项目 · 不超过 2 小时

O.P. Jindal Global University
您将获得的技能: Microsoft Excel, Business Analytics, Operations Research, Mathematical Modeling, Analytical Skills, Forecasting, Classification Algorithms, Network Model, Advanced Analytics, Applied Machine Learning, Decision Making, Business Modeling, Team Building, Process Optimization, Case Studies
攻读学位
初级 · 课程 · 3-6 个月

University of Amsterdam
您将获得的技能: 统计分析, 概率分布, 数据可视化软件, 统计, 箱形图, 统计假设检验, 数据分析, 逻辑回归, 流程改进, Variance 分析, 精益六西格玛, 回归分析, Minitab, 柱状图
初级 · 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
University of Michigan
您将获得的技能: 预测建模, 模型评估, Python 程序设计, 道德标准与行为, 统计建模, Pandas(Python 软件包), 分析, 数据分析, 回归分析, 逻辑回归, 数据处理, 概率, 预测
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: Simulations, Operations Research, Advanced Analytics, Process Mapping, Operational Analysis, Process Optimization, Project Scoping, Project Planning, Production Planning, Capacity Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Portfolio Management, Investment Management, Complex Problem Solving, Staff Management
初级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 统计分析, 决策树学习, 模型评估, 预测建模, 逻辑回归, 数据建模, 描述性分析, 数据分析, 无监督学习, 分类算法, 机器学习, 回归分析, 预测分析, 监督学习, 预测
中级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy
混合 · 课程 · 1-3 个月

Maven Analytics
您将获得的技能: Prompt Engineering, Generative AI, ChatGPT, Power BI, Deep Learning, Excel Formulas, Analytics, Google Sheets, AI Enablement, Microsoft Excel, Artificial Intelligence, Data Analysis, Python Programming, SQL, Data Literacy, Query Languages, Business Intelligence, Data Science, Debugging
初级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 数据驱动的决策制定, 数据扫盲, 物联网, 卓越运营, 根源分析, 运行效率, 质量管理系统, 案例研究, 产品质量(QA/QC), 精益方法, 数据安全, 数据分析, 流程改进, 数据伦理, 数据质量, 分析, 六西格玛方法
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: 营销分析, 营销策略, 用户关系管理, 客户体验战略(CX), 大数据, 数字化营销, 消费者行为, 数据分析, 客户数据管理, 客户洞察, 整合营销传播, 预测分析, 社交媒体营销, 营销效果
初级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Search Engine Marketing, Google Ads, Marketing Analytics, Web Analytics, Google Analytics, Key Performance Indicators (KPIs), Marketing Effectiveness, Performance Measurement, Business Metrics, Marketing Budgets, Performance Metric, Performance marketing, Pay Per Click Advertising, Paid media, Marketing Strategies, Search Engine Optimization, Data-Driven Decision-Making, Marketing Automation, Digital Marketing, AI Personalization
初级 · 专项课程 · 1-3 个月