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。

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 生成式人工智能, 数据分析, 数字营销, 市场营销, 留住客户, 人工智能个性化, 数据伦理, 客户分析, 预测建模, 高级分析, 社交网络分析, 预测分析, 营销效果, 营销分析, 客户洞察, 分析, 市场分析, 营销策略与技巧, 文本挖掘
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中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 数据分析, 逻辑回归, 预测, 相关性分析, 统计假设检验, Python 编程, 回归分析, 监督学习, 统计分析, 应用机器学习, 数据预处理, 数据处理, Scikit Learn(机器学习库), 统计方法, 绘图(图形), 运动医学, 分析, 运动训练, 预防伤害, 数据清理
中级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Prompt Engineering, Natural Language Processing, Unstructured Data, Data Analysis, Data Preprocessing, Statistical Analysis, Time Series Analysis and Forecasting, Model Evaluation, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Dashboard, Capital Budgeting, Financial Controls, Financial Reporting, Financial Analysis, Process Improvement, Financial Services, Financial Data, Investments, Predictive Analytics, Data-Driven Decision-Making
中级 · 专项课程 · 3-6 个月

Edureka
您将获得的技能: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
中级 · 专项课程 · 3-6 个月

Universitat de Barcelona
您将获得的技能: Physical Science, Safety Assurance, Mathematical Modeling, Predictive Modeling, Time Series Analysis and Forecasting, Climate Change Adaptation, Simulation and Simulation Software, Risk Control, Communication Systems
混合 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 数据分析, JSON, Matplotlib, Python 编程, Jupyter, 数据处理, Pandas(Python 软件包), 数据可视化, 数据可视化软件, 数据清理, 数据操作, 数据导入/导出, NumPy, 数据预处理, 网络抓取
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: 降维, 功能工程, 自然语言处理, 预测建模, 数据操作, 数据清理, 探索性数据分析, 绘图(图形), 数据处理, 数据整合, 数据可视化, 图像分析, Matlab, 文本挖掘, 非结构化数据, 数据预处理
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Statistics, Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Precision Medicine, Biomedical Engineering, Energy and Utilities, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Deep Learning, Sustainable Technologies, Generative AI, Applied Machine Learning, Predictive Modeling, Molecular Biology, Anomaly Detection, Pharmacology
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周