自动化学徒课程
自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。
自动学徒课程和通用证书
Google Cloud
您将获得的技能: Model Deployment, Google Cloud Platform, Tensorflow, Cloud Deployment, Data Pipelines, MLOps (Machine Learning Operations), Kubernetes, Machine Learning
状态：免费试用您将获得的技能: Generative Adversarial Networks (GANs), Generative AI, Autoencoders, Deep Learning, Convolutional Neural Networks, Tensorflow, Unsupervised Learning, Dimensionality Reduction, Model Evaluation
状态：免费试用Cisco Learning and Certifications
您将获得的技能: Ansible, Development Environment, Postman API Platform, Restful API, Authentications, YAML, Software Development Methodologies, Software-Defined Networking, CI/CD, DevOps, IT Automation, Network Engineering, Network Architecture, Network Administration, Application Programming Interface (API), Scripting, JSON, Data Modeling, Version Control, Network Protocols
状态：免费试用Splunk Inc.
您将获得的技能: 时间序列分析和预测, 数据操作, 数据可视化软件, 统计分析, 数据建模, 商业分析, 商业智能, 安全信息与事件管理（SIEM）, Splunk, 相关性分析, 数据分析, 仪表板, 数据处理, 特别报告, Data Analysis 表达式（DAX）, 数据综合, 数据转换, 大数据, 数据科学, 性能调整
状态：免费试用Rice University
您将获得的技能: Python 程序设计, 数据结构, 分析, 计算思维, 数据分析, 理论计算机科学, Algorithm, 无监督学习, 机器学习算法, 生物信息学, 大数据
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Computer Vision, Deep Learning, Python Programming
状态：免费试用您将获得的技能: 数据操作, 数据库, 数据库系统, 关系数据库, 存储过程, MySQL, IBM DB2, 数据分析, SQL, Query 语言, Microsoft SQL 服务器, 数据库管理, 事务处理
状态：免费试用Google Cloud
您将获得的技能: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Google Gemini, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, Gemini, AI Product Strategy, AI Enablement, AI Workflows, Productivity Software, AI Security, Unstructured Data, Tool Calling, Data Literacy, Artificial Intelligence, Cloud Computing, Collaboration
状态：免费试用Duke University
您将获得的技能: 数据结构, 软件包和软件管理, 命令行界面, 调试, 软件测试, 开发环境, 单元测试, GitHub, 拉斯特（编程语言）, 编程原则, 系统编程
状态：免费Goldman Sachs
您将获得的技能: 组织效能, 管理团队, 业务规划, 专业发展, 战略规划
状态：免费试用您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
状态：新状态：预览AI CERTs
您将获得的技能: Medical Imaging, Healthcare Ethics, Machine Learning, Healthcare Industry Knowledge, Health Informatics, Natural Language Processing, Health Care Procedure and Regulation, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Patient Observation, Image Analysis, Generative AI Agents, AI Personalization, Diagnostic Tests, Treatment Planning, Generative AI, Computer Science, Medical Support, Business Strategy, Business
总之，以下是 10 最受欢迎的 machine learning 课程
- TFX on Google Cloud Vertex Pipelines: Google Cloud
- Introduction Course to Autoencoders, VAEs, and GANs: Simplilearn
- Network Automation Engineering Fundamentals: Cisco Learning and Certifications
- Splunk 搜索专家: Splunk Inc.
- 算法思维（第 2 部分）: Rice University
- Aerial Image Segmentation with PyTorch : Coursera
- SQL：用于查询数据库的实际概论: IBM
- Generative AI Leader: Google Cloud
- Rust 基础知识: Duke University
- 领导力基础，与高盛万名女性合作: Goldman Sachs
