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: 终身学习, 自觉性, 生产率, 乐观主义, 设定目标, 自我意识, 专业发展, 自我激励, 坚持不懈, 个人发展, 建立关系, 规划, 弹性, 成长意识
初级 · 课程 · 1-3 个月

Alex Genadinik
您将获得的技能: Ingenuity, Growth Mindedness, Lifelong Learning, Problem Solving
混合 · 课程 · 1-3 个月
University of Maryland, College Park
您将获得的技能: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Algorithm, 计算机编程, 数据结构, Python 程序设计, 计算机硬件, 计划发展, 调试, 分析, 计算思维, 解决问题, 面向对象编程(OOP), 伪代码
初级 · 课程 · 1-4 周

您将获得的技能: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Data Literacy, Data Analysis, JSON, Data Transformation, Financial Data, Power BI, Data Wrangling, Data Import/Export, Automation, Business Reporting, Data Cleansing, Extract, Transform, Load, Financial Reporting, Data Structures, Data Pipelines, Data Governance, Data Integrity
中级 · 课程 · 1-4 周

您将获得的技能: Cybersecurity, Endpoint Security, Network Security, Cyber Attacks, Encryption, Information Systems Security, Application Security, Cyber Security Policies, Penetration Testing, Data Security, Computer Security Awareness Training, Firewall, Cryptography, Security Controls, Threat Modeling, Intrusion Detection and Prevention, Security Awareness, Mobile Security, Malware Protection, Authentications
初级 · 课程 · 1-3 个月

University of Geneva
您将获得的技能: 减缓气候变化, 管理, 管理团队, 组织战略, 公共政策, 商务, 世界历史, 组织结构, 营销, 领导与管理, 跨职能合作, 战略伙伴关系, 筹资, 国际关系, 可持续发展
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Marketing Analytics, Business Intelligence, Predictive Modeling, Google Analytics, Customer Analysis, Analytics, Model Evaluation, Predictive Analytics, Advanced Analytics, Customer Insights, Trend Analysis, AI Enablement, Artificial Intelligence, Performance Metric, Natural Language Processing
初级 · 课程 · 1-4 周

您将获得的技能: PHP (Scripting Language), Full-Stack Web Development, Server Side
初级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Mathematics Education, Simulations, Digital pedagogy, Arithmetic, Education Software and Technology
初级 · 课程 · 1-3 个月