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。

IBM
您将获得的技能: 数据可视化软件, 探索性数据分析, 机器学习, 数据导入/导出, Python 程序设计, 交互式数据可视化, 仪表板, 编程原则, 网页抓取, 数据整理, 预测建模, 数据操作, 数据转换, 数据科学, Plotly, 数据可视化, 数据展示, 数据清理, 数据分析, Pandas(Python 软件包)
攻读学位
初级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: Flask(网络框架), 回归分析, 数据处理, 机器学习, Python 程序设计, 数据操作, 应用机器学习, 预测建模, Django (网络框架), 应用程序部署, 网络应用
混合 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: 应用机器学习, 临床实践, 预测建模, 定性研究, 临床信息学, 预测分析, 风险模型, 临床数据管理, 健康信息学, 数据分析, 决策支持系统, 重症监护室
中级 · 课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
攻读学位
初级 · 课程 · 1-4 周

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

您将获得的技能: PySpark, Apache Spark, Classification And Regression Tree (CART), Predictive Modeling, Applied Machine Learning, Statistical Machine Learning, Unsupervised Learning, Predictive Analytics, Random Forest Algorithm, Regression Analysis, Machine Learning Algorithms, Supervised Learning, Data Pipelines
混合 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 回归分析, 监督学习, Data Validation, 测试数据, Python 程序设计, 应用机器学习, 统计方法, 预测建模, Machine Learning 方法, 自然语言处理, 验证和确认
中级 · 课程 · 1-4 周

您将获得的技能: Generative Model Architectures, Generative AI, OpenAI, ChatGPT, Deep Learning, Real Time Data, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Responsible AI, Artificial Neural Networks, Image Analysis, Applied Machine Learning, Computer Vision, Machine Learning Methods, Unsupervised Learning, Natural Language Processing
初级 · 专项课程 · 1-3 个月
Stanford University
您将获得的技能: 图论, 概率与统计, 概率分布, 贝叶斯网络, 马尔可夫模型, 统计建模, 自然语言处理, 网络分析, 网络模型, 决策支持系统
高级设置 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Generative Model Architectures, Generative AI, Prompt Engineering, Applied Machine Learning, LLM Application, Large Language Modeling, Application Deployment, Artificial Intelligence
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

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