预测建模课程可以帮助您学习统计技术、数据预处理、Regression 分析和时间序列预测。您可以掌握评估模型性能、特征选择和解释结果的技能,从而做出明智的预测。许多课程都会介绍 R、Python 等工具以及 scikit-learn 和 TensorFlow 等专项库,这些工具支持在各行各业实施预测模型和有效应用 AI 技术。

Universiteit Leiden
您将获得的技能: 预测建模, Model Evaluation, 统计推理, R 语言程序设计(中文版), 统计建模, 回归分析, 监督学习, 数据预处理, 预防保健, 健康信息学, 预测分析, 精准医疗, 样本量的确定
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Model Evaluation, 预测建模, 道德标准与行为, Pandas(Python 软件包), 数据处理, 预测, 逻辑回归, 统计建模, 回归分析, Python 程序设计, 分析, 概率, 数据分析
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 预测建模, 应用程序部署, 模型部署, Python 程序设计, Django (网络框架), 数据预处理, MLOps(机器学习 Operator), Flask(网络框架), 数据操作, 机器学习, 网络应用
混合 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 逻辑回归, 统计方法, 机器学习算法, 预测建模, 张力流, 监督学习, 数据清理, 回归分析, 分类算法, 数据预处理, 功能工程, 设计思维, 应用机器学习, Scikit-learn (机器学习库), 数据操作, 预测分析
中级 · 课程 · 1-3 个月

您将获得的技能: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Regression Analysis, Business Analytics, Data Preprocessing, Machine Learning Methods, Data Mining, Feature Engineering, Statistical Analysis, Decision Tree Learning, Data Transformation, Artificial Neural Networks
混合 · 课程 · 1-3 个月
University of Washington
您将获得的技能: 统计分析, 统计方法, 机器学习算法, 无监督学习, 统计推理, 高级分析, R 语言程序设计(中文版), 监督学习, 图论, 大数据, 分类算法, 数据分析, 概率与统计, 预测分析, 机器学习, 统计机器学习
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Statistical Modeling, Statistics, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Data Cleansing, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Supervised Learning, Machine Learning, Human Resources, Employee Retention, Machine Learning Algorithms
初级 · 指导项目 · 不超过 2 小时

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: Generative AI, Financial Forecasting, Predictive Modeling, Financial Data, Market Data, Predictive Analytics, Financial Analysis, Portfolio Management, Advanced Analytics, Risk Management, Investment Management, Risk Analysis, Spreadsheet Software, Financial Reporting, Interactive Data Visualization, Analysis, Power BI, Automation
初级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Project Closure, Project Controls, Procurement, Scope Management, Earned Value Management, Project Management, Project Schedules, Cost Management, Project Management Institute (PMI) Methodology, Project Planning, Stakeholder Communications, Project Performance, Project Implementation, Timelines, Scheduling, Cost Estimation, Waterfall Methodology, Quality Management, Variance Analysis, Software Development Methodologies
初级 · 课程 · 1-4 周