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。

MedCerts
您将获得的技能: Information Management, Medical Management, Care Coordination, Health Care Administration, Data Ethics, Healthcare Ethics, Information Privacy, Data Storage
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 业务沟通, 信息架构, 写作, 批判性思维, 研究, 案例研究, 相关性分析, 分析, 抽样(统计), 图表设计, 样本量的确定, 沟通, 概率, 逻辑推理, 说服沟通, 科学方法, 互动学习, 演绎推理, 口头表达
初级 · 专项课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Financial Data, Data Analysis, Package and Software Management, R Programming, R (Software), Statistical Analysis, Expense Management, Financial Analysis, Tidyverse (R Package), Data Manipulation, Statistical Visualization, Data Import/Export
中级 · 课程 · 1-4 周

Northwestern University
您将获得的技能: 应用数学, 模拟和模拟软件, 工程计算, 图论, 自动化, 数学软件, Matlab, 工程分析, 虚拟环境, 控制系统, 工程学, 机器控制, 数学建模, 扭矩(物理学), 人工智能, 机器人, 机械, 振动, 机械工程, 自动化工程
中级 · 专项课程 · 3-6 个月
Alberta Machine Intelligence Institute
您将获得的技能: Generative AI Agents, Generative AI, Generative Model Architectures, LangChain, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Prompt Engineering, Google Cloud Platform, PyTorch (Machine Learning Library), System Monitoring, Embeddings, Deep Learning, Transfer Learning, Model Evaluation, Development Environment, Natural Language Processing, Vector Databases
中级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: Adobe Firefly, Generative AI, Photo Editing, Multimedia, Prompt Engineering, Content Creation, ChatGPT, Marketing Materials, Digital Media Strategy, Video Editing, Logo Design, Automation, E-Commerce
初级 · 课程 · 1-4 周
您将获得的技能: Node.JS, Restful API, React Redux, Database Design, React.js, Ajax, Database Application, Server Side, Databases, Full-Stack Web Development, Back-End Web Development, NoSQL, Javascript, JavaScript Frameworks, Performance Tuning, Front-End Web Development, API Design, Data Structures, MongoDB, Debugging
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Google Workspace, Agentic Workflows, AI Workflows, Data Access, AI Enablement, Generative AI Agents, Cloud Security, LLM Application, Data Management, Data Integration, AI Security
初级 · 课程 · 1-3 个月

您将获得的技能: AutoCAD, Electrical Wiring, Architectural Drawing, Layout Design, Electrical Systems, Safety Standards, Requirements Analysis, Basic Electrical Systems, Engineering Calculations
初级 · 课程 · 1-4 周
您将获得的技能: Retrieval-Augmented Generation, LangChain, LLM Application, AI Workflows, Performance Tuning, Model Deployment, Prompt Engineering, Enterprise Application Management, Maintainability, System Monitoring, Scalability, Application Performance Management, Cost Reduction, Vector Databases
中级 · 课程 · 1-4 周

University of Amsterdam
您将获得的技能: 统计, 定量研究, 数据分析软件, 科学方法, 统计假设检验
初级 · 课程 · 1-3 个月
您将获得的技能: Performance Tuning, Java, Enterprise Application Management, Computational Thinking, Algorithms, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation
高级设置 · 课程 · 1-4 周