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。

AI CERTs
您将获得的技能: Natural Language Processing, Digital Signal Processing, Data Ethics, Tensorflow, Responsible AI, Augmented Reality, Artificial Intelligence, AI Personalization, Music, Multimedia, Music Performance, Deep Learning, Information Privacy, Creativity
初级 · 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

Coursera
您将获得的技能: Project Schedules, Resource Allocation, Scheduling, Timelines, Project Estimation, Resource Planning, Project Planning, Capacity Planning, Project Management, Resource Management, Stakeholder Management, Stakeholder Communications
初级 · 课程 · 1-4 周

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

Pontificia Universidad Católica de Chile
您将获得的技能: Lean Manufacturing, Lean Methodologies, Culture Transformation, Process Improvement, Project Management, Production Process, Process Mapping, Organizational Change, Continuous Improvement Process, Value Engineering, Contract Management
初级 · 课程 · 1-3 个月

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