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。

University of Michigan
您将获得的技能: 生理学, 解剖学, 运动医学, 人体肌肉骨骼系统, 运动学, 整形外科, 生物学, 细胞生物学
初级 · 课程 · 1-4 周

您将获得的技能: Apache Airflow, Data Pipelines, Data Validation, Extract, Transform, Load, Data Migration, Data Quality, Data Integrity, Data Transformation, Data Modeling, System Monitoring, Continuous Monitoring, Scalability, Technical Communication
中级 · 课程 · 1-4 周

您将获得的技能: Generative Model Architectures, Generative AI, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing
混合 · 课程 · 1-3 个月

您将获得的技能: Data Analysis Expressions (DAX), Power BI, Performance Tuning, Performance Analysis, Microsoft Excel, Time Series Analysis and Forecasting, Microsoft Copilot, Business Intelligence, Data Modeling, Data Manipulation, Business Metrics, Interactive Data Visualization
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 张力流, 模型评估, Keras(神经网络库), 应用机器学习, 分类算法, 迁移学习, 数据预处理, 计算机视觉, 卷积神经网络, 深度学习, 图像分析
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 估算, 项目时间表, 项目管理, 质量管理, 预算, 制定计划, 资源分配, Matrix 管理, 工作分解结构, 里程碑(项目管理), 时间表, 项目规划, 成本估算, 资源管理
混合 · 课程 · 1-3 个月

Duke University
您将获得的技能: 数据结构, 密码学, 文件输入/输出, 面向对象编程(OOP), 计算机编程, Java 编程, 网络服务器, 软件工程, Java, Algorithm, Encryption
初级 · 课程 · 1-3 个月

Yale University
您将获得的技能: 消费贷款, 危机管理, 财务分析, 财务政策, 金融监管, 国际金融, 银行业, 按揭贷款, 市场动态, 风险管理框架, 金融市场, 信用风险, 公共政策, 经济学
混合 · 课程 · 3-6 个月

Universidad Austral
您将获得的技能: Science and Research, Teaching, Scientific Methods, General Science and Research, Instructional Strategies, Classroom Management, Education and Training, Environmental Science, Research, Interactive Learning, Student Engagement, Pedagogy, Experimentation, Discussion Facilitation, Social Impact, Graphing
初级 · 课程 · 1-4 周

您将获得的技能: Media Planning, Spreadsheet Software, A/B Testing, Return On Investment, Marketing Analytics, Key Performance Indicators (KPIs), Google Analytics, Pivot Tables And Charts, Performance Measurement, Performance marketing, Digital Marketing, Data Presentation, Google Ads, Marketing Budgets, Marketing, Web Analytics and SEO, Data Analysis, Stakeholder Communications
初级 · 课程 · 1-4 周
您将获得的技能: System Monitoring, Technical Communication, Incident Management, Application Performance Management, Cloud Applications, Continuous Monitoring, Software Visualization, Anomaly Detection, Real Time Data, Software Installation
初级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Prompt Engineering, Responsible AI, AI Security, Data Ethics, Microsoft Azure, AI Enablement, Artificial Intelligence, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Application Development, Model Evaluation, Deep Learning
中级 · 课程 · 1-4 周