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。

Google Cloud
您将获得的技能: Big Data, Analytics, Data Analysis, Applied Machine Learning, Model Training, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Google Cloud Platform, Model Deployment, Machine Learning
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Looker (Software), Data-Driven Decision-Making, Data Analysis, Analytics, Google Cloud Platform, Data Visualization Software, Data Transformation, Interactive Data Visualization, Data Cleansing, Dashboard Creation, Cloud Storage, Data Warehousing, Data Storage, Data Sharing, SQL, Query Languages
初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Data-Driven Marketing, Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Digital Marketing, Digital Marketing Tools, Search Engine Marketing, Paid media, Digital Marketing Campaigns, Web Analytics, Online Advertising, Advanced Analytics, A/B Testing, Apache Hadoop, Applied Machine Learning, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), Data Literacy, Statistical Visualization, Data Visualization, Data Analysis, Descriptive Statistics, Box Plots, Statistics, Plot (Graphics), Statistical Methods, Data Analysis Software, Statistical Analysis, Probability & Statistics, Data Visualization Software, Business Analytics, Statistical Software, Data Presentation, Exploratory Data Analysis, Analytics, R (Software)
初级 · 课程 · 1-4 周

您将获得的技能: Data Warehousing, Data Store, Data Architecture, Star Schema, Apache Hive, Snowflake Schema, Amazon Redshift, Data Storage, Performance Tuning, Data Storage Technologies, Performance Testing, Data Processing, Analysis, Data Import/Export, Query Languages
初级 · 课程 · 1-4 周

您将获得的技能: Growth Mindedness, Professional Development, Lifelong Learning, Professional Networking, Adaptability, Willingness To Learn, Collaboration, Curiosity, Communication, Mentorship, Personal Development, Strategic Decision-Making, Emerging Technologies
中级 · 课程 · 1-3 个月

Packt
您将获得的技能: IntelliJ IDEA, Apache Maven, Integrated Development Environments, Version Control, Unit Testing, Eclipse (Software), Build Tools, Development Testing, Development Environment, Software Development Tools, Debugging, Git (Version Control System), Java, Application Development
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Site Reliability Engineering, Safety Culture, Culture Transformation, Continuous Delivery, DevOps, Continuous Integration, CI/CD, Performance Measurement, Performance Metric, Change Management, Knowledge Transfer, Employee Training, Design Thinking, Data-Driven Decision-Making, Prototyping
初级 · 课程 · 1-3 个月

Coursera
高级设置 · 课程 · 1-4 周

您将获得的技能: People Management, Scope Management, Project Scoping, Project Management Institute (PMI) Methodology, Project Schedules, Staff Management, Scheduling, Team Leadership, Procurement, Agile Product Development, Agile Methodology, Project Management, Agile Project Management, Process Management, Cost Management, Stakeholder Engagement, Project Management Life Cycle, Stakeholder Management, Business Process, Project Risk Management
初级 · 课程 · 1-3 个月

您将获得的技能: Splunk, Role-Based Access Control (RBAC), Authentications, Authorization (Computing), Data Transformation, Data Processing, Distributed Computing, Data Manipulation, Security Controls, Data Access, Identity and Access Management, Data Security, Metadata Management, Scalability
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Looker (Software), Data Transformation, Google Cloud Platform, Analytics, Data-Driven Decision-Making, Dashboard Creation, Data Analysis, Data Visualization Software, SQL, Data Storage, Data Sharing, Data Storage Technologies
初级 · 课程 · 1-3 个月