统计建模课程可以帮助您学习回归分析、假设检验和数据可视化技术。您可以培养解释统计结果、验证 Data Model 和根据数据进行预测的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持实施统计方法和有效分析数据集。

Arizona State University
您将获得的技能: Prototyping, Manufacturing Processes, Materials science, Manufacturing and Production, Mechanical Engineering, 3D Modeling, Safety Training, Personal protective equipment
初级 · 课程 · 1-4 周

您将获得的技能: Portfolio Risk, Risk Management Framework, Financial Industry Regulatory Authorities, Financial Regulation, Commercial Banking, Regulatory Requirements
混合 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Large Language Modeling, Recurrent Neural Networks (RNNs), Natural Language Processing, Prompt Engineering, Artificial Neural Networks, Transfer Learning, Deep Learning, PyTorch (Machine Learning Library), Embeddings, Model Evaluation, Network Architecture
攻读学位
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: SQL, Relational Databases, Database Management, Databases, Database Design, Data Visualization, Object Oriented Programming (OOP), Data Processing, Data Modeling, Data Manipulation, Python Programming, Data Structures, Application Programming Interface (API)
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: 商业营销, 大型语言模型, 趋势分析, 计划发展, 人工神经网络, ChatGPT, 实时数据, 生成式人工智能, LLM 申请, OpenAI 应用程序接口, 企业战略, 人工智能和机器学习(AI/ML), 技术路线图, 分析
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Model Deployment, Data Import/Export, Anomaly Detection, Data Science, Machine Learning, Cloud Computing
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 数据驱动的决策制定, 数据叙事, 商业智能, 负责任的人工智能, 数据扫盲, 商业分析, 生成式人工智能, 项目实施, 机器学习, 数据伦理, 业务流程自动化, 探索性数据分析
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据叙事, 数据可视化软件, 绘图(图形), R 语言程序设计(中文版), 箱形图, 数据展示, Ggplot2, 数据操作, 散点图, 动画, 探索性数据分析, Tidyverse(R 软件包), 柱状图
混合 · 课程 · 1-3 个月

您将获得的技能: 3D Modeling, Computer Graphics, SketchUp (3D Modeling Software), 3D Assets, Visualization (Computer Graphics), Virtual Environment, Art History, Architectural Design, Graphical Tools, Image Quality, Performance Tuning, Design, Creative Design, Game Design, Design Elements And Principles, Aesthetics
中级 · 专项课程 · 3-6 个月

您将获得的技能: Restful API, Data Mapping, Scalability, Information Architecture, Data Management, Data Structures, Query Languages, JSON, Data Import/Export, Big Data
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Climate Change Programs, Environment, Environmental Science, Mathematical Modeling, Environmental Monitoring, Physical Science, Hydrology, Scientific Methods
初级 · 课程 · 1-3 个月