超参数调优课程可以帮助您学习优化模型性能、理解过拟合和欠拟合以及应用交叉验证方法的技术。您可以掌握参数选择、Grid Search 和随机搜索策略方面的技能,从而提升您的机器学习项目。许多课程都会介绍 Scikit-learn、TensorFlow 和 Keras 等工具,展示如何在人工智能和 AI 应用中有效实施这些调整技术。

École Polytechnique Fédérale de Lausanne
您将获得的技能: SQL, Scala 编程, 数据持久性, 数据操作, Apache Spark, 数据分析, 分布式计算, 性能调整, 大数据, 数据处理
中级 · 课程 · 1-4 周
您将获得的技能: .NET Framework, Prometheus (Software), Cloud-Native Computing, Site Reliability Engineering, Kubernetes, Data Import/Export, Application Programming Interface (API), Data Analysis Software
中级 · 课程 · 1-4 周

您将获得的技能: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Machine Learning Methods, Applied Machine Learning, Image Analysis, AI Personalization, Cloud Deployment, Recurrent Neural Networks (RNNs), Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Embeddings
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: AI Orchestration, AI Workflows, OpenAI API, ChatGPT, Secure Coding, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: Remote Access Systems, TCP/IP, Network Protocols, System Programming, Operating Systems, Hardware Architecture, Performance Tuning, Computer Hardware
中级 · 课程 · 1-3 个月

28DIGITAL
您将获得的技能: 威胁建模, 硬件设计, 应用安全, 物联网, 计算机结构, 嵌入式系统, 实时操作系统, 调试, 嵌入式软件, 通用网络, 硬件架构, 性能调整, 电力, 系统软件, 操作系统, 电子硬件, 无线网络, 系统架构
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Deep Learning, Artificial Neural Networks, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Classification Algorithms, Data Visualization, Data Synthesis, Performance Tuning, Data Analysis
初级 · 专项课程 · 1-3 个月

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Vector Databases, Programming Principles, Computational Thinking, Computer Science, Performance Tuning
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 事件监测, Google 云端平台, 云计算管理, 持续监测, 云安全, 应用程序性能管理, 云应用, 服务水平, 网络监控, Query 语言, 身份和访问管理, 性能调整, 系统监控
初级 · 课程 · 1-3 个月

Meta
您将获得的技能: SQL, 事务处理, MySQL, 数据分析, JSON, 关系数据库, 存储过程, Query 语言, 数据库开发, 数据库管理, 性能调整
中级 · 课程 · 1-4 周

Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, Process Control, System Design and Implementation, Engineering Analysis, Performance Tuning, Engineering Calculations, Engineering Design Process, Simulation and Simulation Software, Mathematical Modeling
中级 · 课程 · 1-3 个月