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: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, Multimodal Prompts, Responsible AI, Embeddings, Prompt Engineering, AI Security, Autoencoders, Vision Transformer (ViT), Model Deployment, Image Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: SPSS, Correlation Analysis, SPSS (Software), Logistic Regression, Regression Analysis, Predictive Modeling, Predictive Analytics, Descriptive Statistics, Statistical Methods, Statistical Modeling, Case Studies, Statistical Analysis, Data Import/Export, Data Manipulation, Analysis, Model Evaluation
混合 · 课程 · 1-3 个月

IBM
您将获得的技能: SQL, Model Evaluation, 数据可视化软件, 探索性数据分析, 数据导入/导出, 无监督学习, 监督学习, 专业网络, 数据叙事, 交互式数据可视化, 网页抓取, 生成式人工智能, 仪表板, 数据操作, 数据扫盲, 数据展示, 数据可视化, 数据分析, Plotly, Jupyter
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初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: Model Evaluation, 预测建模, 探索性数据分析, 数据可视化软件, 数据导入/导出, 数据转换, Python 程序设计, 数据叙事, 交互式数据可视化, 数据分析, 网页抓取, 编程原则, 数据操作, 数据展示, 数据科学, Matplotlib, 数据可视化, 机器学习, Plotly, 仪表板
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初级 · 专项课程 · 3-6 个月

AI CERTs
您将获得的技能: Risking, Digital Transformation, Fraud detection, Financial Forecasting, AI Enablement, FinTech, Responsible AI, Finance, Budget Management, Investment Management, Financial Services, Artificial Intelligence, Data-Driven Decision-Making, Budgeting, Emerging Technologies, Business Ethics, Portfolio Management, Business Transformation, Predictive Analytics, Generative AI
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

University of California San Diego
您将获得的技能: 模型部署, Model Evaluation, 机器学习算法, 数据可视化软件, 预测建模, 数据处理, 监督学习, Data Validation, Python 程序设计, 分类算法, Flask(网络框架), 功能工程, 网页抓取, 应用机器学习, MLOps(机器学习 Operator), 数据操作, 预测分析, 数据可视化, 机器学习, 设计思维
中级 · 专项课程 · 3-6 个月

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Scenario Testing, Energy and Utilities, Mathematical Modeling, Predictive Analytics, Experimentation, Laboratory Experience, Google Gemini, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Data Modeling, Analytics, 3D Modeling, Simulation and Simulation Software, Simulations, Waste Minimization, Sustainable Technologies, Data Visualization, Artificial Intelligence, Search Engine Optimization
中级 · 课程 · 1-4 周
Stanford University
您将获得的技能: Algorithm, Model Evaluation, 统计方法, 贝叶斯统计, 机器学习算法, 统计建模, 概率分布, 贝叶斯网络, 应用机器学习, 机器学习, 马尔可夫模型
高级设置 · 课程 · 1-3 个月

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

您将获得的技能: Model Evaluation, PySpark, Apache Spark, Logistic Regression, Predictive Modeling, Applied Machine Learning, Unsupervised Learning, Decision Tree Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Data Pipelines
混合 · 课程 · 1-4 周