预测解析课程可以帮助您学习数据收集技术、统计建模和机器学习基础知识。您可以掌握解释 Data Model、进行预测和评估模型性能的技能。许多课程会介绍 R、Python 和 Tableau 等工具,这些工具支持数据集分析和结果可视化。您还将探索 Regression Analysis、Time Series 预测和风险评估等关键主题,使您能够根据预测见解做出明智的决策。

您将获得的技能: Risk Modeling, Descriptive Statistics, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Predictive Analytics, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Performance Metric, Model Evaluation, Supervised Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Predictive Analytics, Applied Machine Learning, Random Forest Algorithm, Text Mining, Classification Algorithms, Machine Learning Methods, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Computational Logic, Python Programming, Image Analysis, Data Science, Data Processing, Unstructured Data
混合 · 课程 · 1-4 周

您将获得的技能: Dashboard, Conversion Funnel Analysis, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming
中级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 逻辑回归, 分析, 监督学习, Python 编程, 数据分析, 统计方法, 相关性分析, 人员分析, 应用机器学习, 回归分析, 预测, 数据预处理, 统计假设检验, Scikit Learn(机器学习库), 数据处理, 运动训练, 数据清理, 预防伤害, 绘图(图形), 运动科学
★ 4.5 (280) · 中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: 生成式人工智能, 数据分析, 分析, 数据分析软件, 高级分析, 数据预处理, 预测分析
★ 4.6 (22) · 中级 · 课程 · 1-4 周

您将获得的技能: Advanced Analytics, Generative AI, Decision Intelligence, Data-Driven Marketing, Marketing Analytics, Analytics, Simulations, Applied Machine Learning, Operations Research, Analytical Skills, Model Optimization, Business Analytics, Risk Analysis, Process Optimization, Return On Investment, Machine Learning, Data Science, Reinforcement Learning, Business Strategy, Statistics
高级设置 · 课程 · 3-6 个月
University of Washington
您将获得的技能: 无监督学习, 模型优化, 分析, 统计分析, 决策树学习, 机器学习方法, 监督学习, 数据分析, 数据科学, 统计资料, 统计方法, R 程序设计, 机器学习, 统计推理, 大数据, 图论, 应用机器学习, 预测分析, 分类算法, 网络分析
★ 4.1 (323) · 混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: NoSQL, Machine Learning Algorithms, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Statistical Methods, Data Presentation, Generative AI, Convolutional Neural Networks, Transfer Learning, Analysis, Data Infrastructure, Machine Learning
★ 4.5 (40) · 中级 · 专项课程 · 3-6 个月

您将获得的技能: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning
混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Predictive Modeling, Advanced Analytics, Regression Analysis, Statistical Modeling, Business Analytics, Data Preprocessing, Data-Driven Decision-Making, Data Mining, Feature Engineering, Model Training, Statistical Methods, Statistical Analysis, Decision Tree Learning, Data Transformation, Model Optimization, Artificial Neural Networks
混合 · 课程 · 1-3 个月

Universiteit Leiden
您将获得的技能: 统计建模, R 程序设计, Model Evaluation, 数据预处理, 回归分析, 预防保健, 统计机器学习, 精准医疗, 模型评估, 预测建模, 样本量的确定, 预测分析, 诊断测试
★ 4.6 (25) · 中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 数据可视化, 营销分析, 数据质量, 会计, 数据分析, 商业分析, 分析, 数据故事, Power BI, 机器学习, 数据驱动的营销, 业务分析, 讲故事, 数据收集, 数据管理, Data Management, Data Governance, 数据可视化软件, 业务工作流程分析, 分类算法, 数据展示
★ 4.6 (1196) · 初级 · 专项课程 · 3-6 个月