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: Classification And Regression Tree (CART), Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Customer Analysis, Statistical Modeling, Financial Forecasting, Supervised Learning, Data Cleansing, Data Manipulation, Machine Learning Methods, Performance Tuning
混合 · 课程 · 1-4 周

您将获得的技能: Forecasting, Trend Analysis, Spreadsheet Software, Predictive Analytics, Regression Analysis, Time Series Analysis and Forecasting, Data Visualization, Statistical Methods, Statistical Analysis, Plot (Graphics), Data-Driven Decision-Making, Data Analysis
中级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: Python 程序设计, 预测建模, Matplotlib, 数据分析, 时间序列分析和预测, 预测, 机器学习, Pandas(Python 软件包), 回归分析, 需求规划, 统计建模, 探索性数据分析, 数据可视化, 趋势分析, 客户需求规划, 供应链管理
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Exploratory Data Analysis, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Validation, Data Transformation, Pandas (Python Package), Matplotlib
混合 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Applied Machine Learning, Solution Design, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Decision Tree Learning, Deep Learning, Time Series Analysis and Forecasting
初级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 机器学习算法, 机器学习, Algorithm, 概率与统计, 统计方法, 概率分布, 贝叶斯网络, 马尔可夫模型, 网络分析, 统计建模, 应用机器学习
高级设置 · 课程 · 1-3 个月

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

您将获得的技能: Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Programming, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Performance Testing, Data Cleansing
混合 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Generative Model Architectures, Generative AI, OpenAI, ChatGPT, Prompt Engineering, Large Language Modeling, Real Time Data, Deep Learning, Scalability, Responsible AI, Natural Language Processing
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Engineering Calculations, Mathematical Modeling, Applied Mathematics, Differential Equations
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 预测建模, 数据分析, 微积分, 机器学习, 统计推理, 回归分析, 统计方法, 概率分布, 数据伦理, 分类与回归树 (CART), 统计建模, R 语言程序设计(中文版), 线性代数
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中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Predictive Analytics, Business Analytics, Data Mining, Forecasting, Demand Planning, Statistical Methods, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Data Analysis, Data Processing, Data Cleansing, Classification And Regression Tree (CART), Statistical Analysis, Dimensionality Reduction, Business Communication, Unsupervised Learning, Market Analysis, Machine Learning Algorithms
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混合 · 课程 · 3-6 个月