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。

Dartmouth College
您将获得的技能: Business Ethics, Predictive Modeling, Predictive Analytics, Advanced Analytics, Scikit Learn (Machine Learning Library), Digital Transformation, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Applied Machine Learning, Statistical Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Supervised Learning, Python Programming, Data Quality, Cloud Platforms, Performance Metric, Artificial Neural Networks
中级 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 统计建模, 线性代数, 监督学习, 回归分析, 机器学习算法, 降维, 功能工程, 分类与回归树 (CART), 无监督学习, 机器学习, 性能调整, 应用机器学习, Algorithm, 预测建模
中级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Predictive Analytics, Operational Analysis, Data-Driven Decision-Making, Strategic Decision-Making, Business Mathematics, Data Science, Process Analysis, Feature Engineering, Complex Problem Solving, Logistics, Python Programming, Decision Making, Mathematical Software, Cloud Computing
中级 · 课程 · 1-3 个月

Whizlabs
您将获得的技能: AWS SageMaker, Predictive Modeling, Applied Machine Learning, Data Modeling, Amazon Web Services, Machine Learning, Machine Learning Algorithms, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Time Series Analysis and Forecasting, Forecasting, People Analytics, Trend Analysis, Microsoft Excel, Statistical Modeling, Correlation Analysis, Predictive Analytics, Statistical Analysis, Data Analysis Software, Analytical Skills, Probability & Statistics, Graphing, Climate Change Adaptation, Data Manipulation
混合 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 应用数学, 商业分析, 数学建模, 决策, 运营管理, 生产规划, 投资管理, 投资组合管理, 金融, 分析, 资源分配, 微软Excel, 员工队伍规划, 劳动力管理, 制造 Operator, 金融建模, 供应链, 运筹学, 工艺优化
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Predictive Modeling, Predictive Analytics, R Programming, Data Analysis, Classification And Regression Tree (CART), Statistical Modeling, Statistical Analysis, Data Cleansing, Exploratory Data Analysis, Data Manipulation, Tidyverse (R Package), Risk Modeling, Application Deployment, Advanced Analytics, Data Import/Export, Machine Learning Methods, Data Presentation, Interactive Data Visualization, Machine Learning
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, Business Analysis, Forecasting, Network Model, Advanced Analytics, Applied Machine Learning, Decision Making, Team Building, Process Optimization, Case Studies
攻读学位
初级 · 课程 · 3-6 个月

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Processing, Pandas (Python Package), Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

Macquarie University
您将获得的技能: 统计建模, 时间序列分析和预测, 统计分析, 回归分析, 微软Excel, 趋势分析, 商业数学, 数据可视化软件, 预测
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Supervised Learning, Exploratory Data Analysis, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning, Classification And Regression Tree (CART), Statistical Modeling, Pandas (Python Package), NumPy, Data Cleansing, Data Manipulation
混合 · 课程 · 1-4 周

您将获得的技能: 统计建模, 数据管道, 数据操作, 数据清理, R 语言程序设计(中文版), 医院医学, 预测分析, 应用机器学习, 临床数据管理, 性能调整, 机器学习, 功能工程, 数据可视化, Tidyverse(R 软件包), 数据处理, 预测建模
中级 · 指导项目 · 不超过 2 小时