机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

Coursera
您将获得的技能: Agentic systems, Systems Architecture, API Design, Maintainability, Systems Design, Solution Architecture
中级 · 课程 · 1-4 周

您将获得的技能: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, Generative AI Agents, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Application Deployment
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Data Storage Technologies, Analytical Skills, Exploratory Data Analysis, Data Storage, Database Software, Estimation, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Statistical Hypothesis Testing, Predictive Modeling, Simulations, Simulation and Simulation Software, Regression Testing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Federated Learning, Scalability, Machine Learning, Distributed Computing, Model Evaluation, MLOps (Machine Learning Operations), Microsoft Azure, Information Privacy
中级 · 课程 · 1-4 周
Coursera
您将获得的技能: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, DevOps, Test Case, Debugging, Code Coverage, Model Evaluation, Data Pipelines, Test Data
高级设置 · 课程 · 1-4 周

您将获得的技能: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Real-Time Operating Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Automation Engineering, Program Development, Automation, Simulations, System Monitoring, Electrical Wiring, Computational Logic, Simulation and Simulation Software, User Interface (UI) Design, Network Troubleshooting, User Feedback
中级 · 专项课程 · 3-6 个月

The University of Sydney
您将获得的技能: 用户反馈, 创新, 以人为本的设计, 构思, 案例研究, 原型设计, 服务设计, 设计思维, 产品开发, 设计师
初级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 技术解决方案, 学习理论, 人机交互, 教育软件和技术, 残疾, 数字教学法, 电子媒体, 新兴技术, 教学设计, 老年学, 学习管理系统
混合 · 课程 · 1-3 个月
您将获得的技能: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 数据建模, 对象关系映射, SQL, JSON, 超文本标记语言(HTML), Linux 命令, 应用程序开发, 数据库设计, Javascript, 模型-视图-控制器, 面向对象编程(OOP), 网络开发, Django (网络框架), jQuery, AJAX, 层叠样式表(CSS), 应用程序部署, 数据库开发, 云部署, 网络应用
中级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Excel 公式, 概率分布, 模拟和模拟软件, 回归分析, 决策树学习, 电子表格软件, 工艺优化, 运筹学, 风险分析, 微软Excel, 预测, 业务建模, 统计方法, 分析, 预测分析, 金融建模, 数据分析软件, 谷歌工作表
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Modeling, Engineering Analysis, Mathematical Theory & Analysis, Numerical Analysis, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
初级 · 专项课程 · 3-6 个月