Scikit-learn 课程可以帮助您学习数据预处理、模型选择、分类技术和 Regression 分析。您可以掌握评估模型性能、Feature Engineering 和实施机器学习管道的技能。许多课程都会介绍 Jupyter Notebook 和 Python 库等工具,这些工具支持在实际项目中应用这些技能。

Scrimba
您将获得的技能: JSON, Restful API, Web Applications, Application Programming Interface (API), Responsive Web Design, Cascading Style Sheets (CSS), Event-Driven Programming, HTML and CSS, Javascript, Back-End Web Development, Frontend Integration, Web Development, Web Services, Real Time Data, Web Development Tools, Game Design, Hypertext Markup Language (HTML), Servers, Software Development
中级 · 专项课程 · 1-4 周

Scrimba
您将获得的技能: React.js, Javascript
中级 · 课程 · 1-4 周

Packt
您将获得的技能: Rust (Programming Language), System Programming, Package and Software Management, Data Structures, Software Installation, Test Data, Programming Principles, Secure Coding, Maintainability, Debugging, Software Design Patterns, Integrated Development Environments, Data Sharing, Data Management, Command-Line Interface, Capacity Management
初级 · 专项课程 · 3-6 个月

Scrimba
您将获得的技能: Cascading Style Sheets (CSS), React.js, HTML and CSS, Front-End Web Development, UI Components, Maintainability, Web Development
中级 · 课程 · 1-4 周

Pearson
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, AWS SageMaker, CI/CD, Data Management, Cloud Deployment, Model Evaluation, Data Preprocessing, Machine Learning, Automation, Data Pipelines, Continuous Monitoring
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Cloud-Native Computing, Istio, Docker (Software), Kubernetes, Containerization, Google Cloud Platform, Cloud Computing Architecture, Scalability, Microservices, Cloud Deployment, Application Deployment, Cloud Applications
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 描述性统计, 数据叙事, Data Governance, 数据建模, 演讲, 数据分析, JSON, SQL, 同行评审, 数据质量, 数据管理, Data Management, 数据管道, 统计分析, 分布式计算, 解决复杂问题, 性能指标, 数据可视化, 探索性数据分析, Apache Spark, 数据湖
初级 · 专项课程 · 3-6 个月

JetBrains
您将获得的技能: Integrated Development Environments, File I/O, Software Development Tools, Python Programming, Development Environment, Data Structures, Computer Programming, Programming Principles, Scripting, Code Review, Data Processing, NumPy, Computational Thinking, Software Installation, Numerical Analysis
初级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 写作, 语言能力, 语法, 英语, 校对, 编辑, 同行评审, 创造力, 视频制作, 词汇, 语言学习
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Risk Analysis, Risk Management Framework, Decision Making, AI Enablement, Continuous Deployment, Project Management Software, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Operational Efficiency, Algorithms, Experimentation, Advanced Analytics, Procedure Development, Product Planning, Product Development
中级 · 课程 · 1-4 周
University of Toronto
您将获得的技能: 软件测试, 调试, 单元测试, 面向对象编程(OOP), 计算思维, 测试案例, 测试自动化, Python 程序设计, 计划发展, 数据结构, Algorithm
混合 · 课程 · 1-3 个月

您将获得的技能: Teaching, Student Support and Services, Data Collection, Instructional Strategies, Education Software and Technology, Student Engagement, Classroom Management, Interactive Learning, Curriculum Planning, K-12 pedagogy, Social Studies
初级 · 指导项目 · 不超过 2 小时