Scikit-learn 课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术,以及监督和非监督学习方法。您可以掌握特征工程、超参数调整以及决策树和支持向量机等算法的实施技能。许多课程还介绍了 Jupyter Notebook 和 Python 库等工具,这些工具支持应用机器学习概念和 Visualization 数据,以获得可行的见解。

您将获得的技能: Model Deployment, Model Evaluation, Decision Tree Learning, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Random Forest Algorithm, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms
中级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 计算机视觉, 回归分析, 自然语言处理, 无监督学习, Python 程序设计, 模型评估, 应用程序开发, 深度学习, 文本挖掘, 功能工程, 分类算法, 机器学习, 预测建模, 应用机器学习, 人工智能, 监督学习, 图像分析, 数据预处理
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 沟通, 叙事, 演讲, 说服沟通, 商务写作, 语言交流技能, 适应, 推动参与, 公开演讲, 沉着, 非语言交流, 创造力
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Network Protocols, Network Troubleshooting, Network Planning And Design, Network Routing, TCP/IP, Computer Networking, Dynamic Host Configuration Protocol (DHCP), Network Routers, Network Security, Local Area Networks, Network Switches, File Transfer Protocol (FTP)
初级 · 课程 · 1-3 个月

Packt
您将获得的技能: Test Driven Development (TDD), C and C++, C++ (Programming Language), Debugging, C (Programming Language), Object Oriented Programming (OOP), System Programming, Functional Design, Secure Coding, Software Architecture, Performance Tuning, Network Troubleshooting
初级 · 课程 · 1-3 个月

Niel Asher Education
您将获得的技能: Rehabilitation, Exercise Therapy, Geriatrics, Physical Therapy, Orthopedics, Athletic Training, Kinesiology, Pain Management, Gynecology, Maternal Health, Physiology, Mindfulness, Clinical Assessment, Health Assessment, Mental Health Therapies
中级 · 课程 · 1-3 个月

University of Toronto
您将获得的技能: 空间数据分析, 数据叙事, 定量研究, 地理空间制图, 数据操作, 地理信息系统, ArcGIS, 数据建模, 数据 Compiler, 排版, 元数据管理, 地理空间信息与技术, 地理信息系统软件, 数据可视化, 设计元素和原则, 数据映射, Query 语言, 图像分析, 全球定位系统, 空间分析
初级 · 专项课程 · 3-6 个月

您将获得的技能: 3D Assets, Unity Engine, Video Game Development, Game Design, 3D Modeling, Virtual Environment, Integration Testing, Computer Graphics, Scripting
中级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AI Security, Cloud Deployment, DevOps, CI/CD, Artificial Intelligence and Machine Learning (AI/ML), System Monitoring, Software Versioning, Data-Driven Decision-Making
中级 · 课程 · 1-4 周

Creo Incubator
您将获得的技能: Design Thinking, Value Propositions, Business Modeling, Entrepreneurship, Ideation, Lean Methodologies, Adaptability, Innovation, Problem Solving, New Product Development, Customer Analysis, Decision Making, Critical Thinking
初级 · 课程 · 1-3 个月

您将获得的技能: Payroll Systems, Payroll, Payroll Tax, Payroll Processing, Verification And Validation, Tax Compliance, Data Entry, Data Validation, Regulatory Compliance, Record Keeping, Quality Control
初级 · 课程 · 1-4 周