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。

您将获得的技能: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Model Training, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Data Processing, Classification Algorithms, Statistical Analysis, Model Optimization
混合 · 课程 · 1-3 个月

您将获得的技能: Data-Driven Decision-Making, Minitab, Regression Analysis, Predictive Modeling, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Analytics, Data Analysis Software, Predictive Analytics, Statistical Methods, Descriptive Statistics, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Business Analytics
★ 4.8 (25) · 初级 · 专项课程 · 1-3 个月

您将获得的技能: Model Training, Model Optimization, Model Evaluation, Machine Learning Software, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Feature Engineering, Workflow Management, Verification And Validation, Machine Learning, Supervised Learning, Statistical Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Benchmarking, Random Forest Algorithm, Performance Analysis, Cost Management, Resource Utilization
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 仪表板创建, 数据可视化, 查询语言, Plotly, 生成式人工智能, 绘图(图形), Jupyter, 探索性数据分析, 交互式数据可视化, 数据整理, 专业网络, 仪表板, 无监督学习, 数据展示, Model Evaluation, 编程原则, 数据可视化软件, 数据扫盲, 数据故事, 网络抓取, 模型评估
★ 4.6 (15万) · 初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: 自动编码器, 生成式对抗网络(GANs), 负责任的人工智能, 多模式提示, 拥抱的脸, OpenAI 应用程序接口, 人工智能安全, 生成式人工智能, OpenAI, 模型部署, 大型语言建模, 应用程序部署, 微调, 检索-增强生成, 法学硕士申请, 生成模型架构
★ 4.5 (10) · 中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 设计思维, 数据可视化, 模型培训, 预测建模, MLOps(机器学习运营), Python 编程, 模型部署, 交互式数据可视化, 网络框架, 统计建模, 分类算法, 功能工程, Model Evaluation, 机器学习, 数据处理, 机器学习方法, 监督学习, 数据操作, 预测分析, 统计机器学习, 模型评估
★ 4.3 (299) · 中级 · 专项课程 · 3-6 个月

John Wiley & Sons
您将获得的技能: Patient Flow, Patient-centered Care, Hospital Experience, Predictive Analytics, Predictive Modeling, Health Care, Analytics, Healthcare Industry Knowledge, Care Management, Psychosocial Assessments, Data Analysis, Forecasting, Program Evaluation, Health Technology, Cardiology, Data Integration, Leadership
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 预测建模, 健康信息学, 模型部署, 模型培训, 数据收集, 数据分析, 应用机器学习, 定性研究, 风险建模, Model Evaluation, 临床数据管理, 重症监护医学, 临床信息学, 临床研究, 临床实践, 重症监护室, 模型评估, 预测分析, 决策支持系统
中级 · 课程 · 1-3 个月

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Statistical Modeling, Predictive Analytics, Statistical Software, Big Data, Regression Analysis, Data Management, Feature Engineering, Performance Analysis, Statistical Analysis, Data Preprocessing, Correlation Analysis
★ 4.6 (63) · 中级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Data Mining, Predictive Modeling, Predictive Analytics, Advanced Analytics, Business Analytics, Dimensionality Reduction, Forecasting, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Demand Planning, Classification Algorithms, Machine Learning Methods, Customer Insights, Logistic Regression, Market Analysis, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Correlation Analysis
混合 · 课程 · 3-6 个月

您将获得的技能: Scenario Testing, Energy and Utilities, Predictive Analytics, Gemini, Laboratory Experience, Google Gemini, Model Optimization, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Analytics, 3D Modeling, Simulations, Sustainable Technologies, Data Visualization, AI Integrations, Search Engine Optimization
中级 · 课程 · 1-4 周