Python 机器学习课程可以帮助您学习数据操作、算法实现、模型评估和 Feature Selection。您可以掌握数据 Visualization、超参数调整和理解 Neural Network 的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具,这些工具支持将您的技能应用到实际项目中,使您能够创建预测模型并有效分析复杂的数据集。

您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Data Cleansing, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Supervised Learning, Machine Learning, Human Resources, Employee Retention, Machine Learning Algorithms
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Data Governance, Prompt Engineering, Continuous Deployment, Generative AI, System Monitoring, CI/CD, Responsible AI, Automation, DevOps, Compliance Management, Performance Tuning, Data Pipelines, Kubernetes, Docker (Software), Containerization, Data Security, Risk Management, Dashboard, Cloud Platforms
中级 · 专项课程 · 3-6 个月

您将获得的技能: Project Management, Project Planning, Communication Planning, Project Documentation, Milestones (Project Management), Project Schedules, Risk Management, Cost Management, Budgeting, Estimation, Procurement, Stakeholder Communications, Strategic Thinking
初级 · 课程 · 1-3 个月
University of Washington
您将获得的技能: 机器学习, 概率与统计, 图论, 分类算法, 数据分析, 统计方法, 监督学习, 大数据, R 语言程序设计(中文版), 预测分析, 统计分析, 无监督学习, 高级分析, 机器学习算法, 统计推理, 统计机器学习
混合 · 课程 · 1-4 周
Macquarie University
您将获得的技能: 微软Excel, Excel 公式, 电子表格软件, 数据建模, 自动化, 业务建模, 财务预测, Data Validation, 数据完整性, Excel 宏
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Cloud Security, Data Management, Patient Education and Support, Data Security, Clinical Data Management, Microsoft Azure, Health Technology, IT Security Architecture, AI Enablement, Image Analysis, Data Visualization Software, Personally Identifiable Information, Generative AI, Microsoft Teams, Machine Learning, Clinical Monitoring, General Data Protection Regulation (GDPR), Information Privacy, Health Informatics, Healthcare Ethics
初级 · 专业证书 · 3-6 个月

您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Network Performance Management, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, AI Personalization, Generative AI, Artificial Intelligence, Telecommunications, Network Architecture, Computer Networking, Emerging Technologies, Generative AI Agents, Wireless Networks, Digital Communications, Network Protocols, System Design and Implementation, Communication
高级设置 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Data Structures, Python Programming, JSON, File Management, Scripting, Scripting Languages, Data Import/Export, Computer Programming, Debugging
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 机器学习, Matplotlib, 数据分析, 趋势分析, 客户需求规划, 回归分析, 统计建模, 预测, Python 程序设计, 时间序列分析和预测, 相关性分析, Pandas(Python 软件包), 供应链管理, 数据可视化, 预测建模
中级 · 课程 · 1-4 周

您将获得的技能: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls
中级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: 健康教育, 营养与饮食, 个性化教育计划(IEP), 营养教育, 特殊教育, 自闭症谱系障碍, 移情与情商, 学校心理学, 家长沟通, 学校咨询, 行为健康, 健康促进, 案例研究, 社区卫生, 神经学, 护理管理, 精神和行为健康专业, 慢性疾病, 学生支持与服务, 交流障碍
初级 · 专项课程 · 3-6 个月