决策树课程可以帮助您学习如何创建、分析和优化决策树,以完成数据分析、分类和回归任务。您可以掌握特征选择、模型 Evaluation 以及理解过度拟合与欠拟合等方面的技能。许多课程都会介绍一些工具,如 Python 的 Scikit-learn、R 的 rpart 和各种可视化软件,这些工具都支持在现实世界的数据集中实施决策树并分析其性能。

您将获得的技能: 可扩展性, WordPress, LLM 申请, 客户服务, 数据持久性, 生成式人工智能, 应用程序部署, AI 工作流程, 情境管理, 模型部署, 无代码开发, 自助服务技术, 运行效率, IBM 云, Prompt Engineering, ChatGPT
初级 · 课程 · 1-3 个月

您将获得的技能: Artificial Intelligence, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics, Decision Making
混合 · 课程 · 1-3 个月

University of Leeds
您将获得的技能: Resource Allocation, Operations Research, Production Planning, Graph Theory, Data-Driven Decision-Making, Decision Making, Mathematical Modeling, Process Optimization, Network Planning And Design, Complex Problem Solving, Computational Logic, Algorithms, Linear Algebra, Cryptography
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Decision Making, Strategic Decision-Making, Complex Problem Solving, Critical Thinking and Problem Solving, Creative Problem-Solving, Ethical Standards And Conduct, Resourcefulness, Risk Analysis, Business Ethics, Social Impact, Analysis
初级 · 课程 · 1-3 个月

University of Lausanne
您将获得的技能: 心理学, 战略决策, 组织领导力, 管理团队, 组织战略, 商业道德, 决策, 案例研究, 社会科学, 社会学, 正念, 企业管理
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)
混合 · 课程 · 1-4 周

您将获得的技能: Data Literacy, Small Data, Decision Making, Key Performance Indicators (KPIs), Big Data
初级 · 课程 · 1-4 周

您将获得的技能: Maintainability
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms
混合 · 课程 · 1-4 周

University of Cambridge
您将获得的技能: Human Development, Psychology, Neurology, Child Development, Mental Health Diseases and Disorders, Anatomy, Physiology, Biology, Research
混合 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Customer Analysis, Customer Retention, Predictive Analytics, Customer Insights, Data-Driven Decision-Making, Personalized Service, Marketing Strategies, Business Analytics, Customer Acquisition Management, Customer experience improvement, Loyalty Programs, Strategic Marketing, Marketing Strategy and Techniques
初级 · 课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Generative AI, Data Literacy, Data-Driven Decision-Making, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, Prompt Engineering, Analytical Skills, Artificial Intelligence, Probability & Statistics, Decision Making
初级 · 课程 · 1-4 周