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: Fraud detection, Marketing Analytics, Predictive Modeling, Customer Analysis, Feature Engineering, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Customer Retention, Advanced Analytics, Market Analysis, Predictive Analytics, Statistical Analysis, Sales Management, Analytics, Data Analysis, R Programming, Credit Risk, Applied Machine Learning, Analytical Skills
初级 · 专项课程 · 1-3 个月

您将获得的技能: Financial Modeling, Financial Forecasting, Financial Statement Analysis, Risk Modeling, Capital Budgeting, Risk Management, Financial Auditing, Data Cleansing, Financial Data, Portfolio Risk, Financial Analysis, Data Storytelling, Descriptive Statistics, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization
中级 · 专业证书 · 3-6 个月

您将获得的技能: Resource Allocation, Customer Insights, Marketing Effectiveness, Customer Relationship Management, Analytical Skills, Target Audience, Statistical Modeling
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Generative AI, Data Analysis, Machine Learning Methods, Predictive Analytics, Machine Learning, Data Science
初级 · 专项课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Feature Engineering, Data Analysis, Data Preprocessing, Model Evaluation, Data Cleansing, Data Transformation, Predictive Modeling, Pandas (Python Package), Applied Machine Learning, Statistical Methods, Regression Analysis, Scikit Learn (Machine Learning Library), Artificial Neural Networks
初级 · 课程 · 1-4 周

AI CERTs
您将获得的技能: Responsible AI, Predictive Modeling, Data Analysis, Research, AI Product Strategy, Statistical Analysis, Data Preprocessing, Data Science, Research Methodologies, AI Enablement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Research and Design, Research Reports, Ethical Standards And Conduct, Qualitative Research, Emerging Technologies
中级 · 课程 · 1-3 个月
您将获得的技能: Java Programming, Java, Feature Engineering, Deep Learning, Data Pipelines
高级设置 · 课程 · 1-4 周

您将获得的技能: Financial Data, Data-Driven Decision-Making, Profit and Loss (P&L) Management, Risk Modeling, Lending and Underwriting, Applied Machine Learning, Financial Systems, Operational Analysis, Risk Analysis, Anomaly Detection, Statistical Machine Learning, Financial Regulation, Financial Industry Regulatory Authorities
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Quantitative Research, Data Visualization Software, Data Science, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Statistical Visualization, Correlation Analysis, Descriptive Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Responsible AI, Infographics, Data Visualization, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Business Reporting, Risk Analysis, Text Mining, Predictive Analytics, Automation
中级 · 专业证书 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 统计假设检验, 市场动态, 抽样(统计), 描述性统计, 数据驱动决策, 经济学, 供应与需求, 银行条例, 数据分析, 同行评审, 财务政策, 商业分析, 业务规划, 财务系统, 商业经济学, 统计推理, 统计分析, 数据展示, 银行业, 国际金融
攻读学位
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: PyTorch(机器学习库), Microsoft Azure, 卷积神经网络, 分类算法, 数据科学, Scikit Learn(机器学习库), 数据分析, 人工智能和机器学习(AI/ML), 迁移学习, 机器学习, 深度学习, 无监督学习, 数据可视化, 张力流, 图像分析, MLOps(机器学习运营), 应用机器学习, 探索性数据分析, 预测建模, 回归分析
中级 · 课程 · 1-4 周