Hyperparameter 调整课程
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。
热门参数调整课程与认证
状态：免费试用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
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Artificial Intelligence and Machine Learning (AI/ML), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture
状态：新状态：免费试用您将获得的技能: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning
状态：新状态：免费试用您将获得的技能: Miro AI, Process Optimization, Process Improvement and Optimization, Productivity Software, Process Analysis, Business Workflow Analysis, Expense Management, Cost Management, Cost Benefit Analysis, Data-Driven Decision-Making
状态：新状态：免费试用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
Google Cloud
您将获得的技能: 生成式人工智能, 产品生命周期管理, AI 产品战略, Prompt Engineering, 模型部署, LLM 申请, Google 双子座, 原型设计, 多模式 Prompt
状态：免费试用University of Alberta
您将获得的技能: 模型评估, 机器学习算法, 模拟, 强化学习, 人工神经网络, 马尔可夫模型, 机器学习, 人工智能和机器学习（AI/ML）, Algorithm, 性能测试, 性能调整
状态：免费试用Johns Hopkins University
您将获得的技能: 数据导入/导出, 统计编程, R 语言程序设计（中文版）, 数据操作, 数据分析, 文本挖掘, 大数据, 数据转换, 性能调整, 网页抓取, 数据清理, 应用编程接口 (API), 数据结构, Tidyverse（R 软件包）
状态：免费试用您将获得的技能: Operating Systems, C (Programming Language), Performance Tuning, Virtual Machines, System Programming, Virtualization, Linux
状态：免费试用您将获得的技能: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Performance Tuning
状态：免费试用Google Cloud
您将获得的技能: Google 云端平台, 云 API, Authentication, 云存储, 应用程序性能管理, 数据存储, 授权（计算）, 云应用, 集装箱化, CI/CD, 应用程序部署, 性能调整, 生成式人工智能, 身份和访问管理, 应用程序开发
状态：免费试用您将获得的技能: PyTorch（机器学习库）, 大型语言模型, 嵌入, 文本挖掘, 自然语言处理, 生成式人工智能, 迁移学习, 性能调整, 应用机器学习
总之，以下是 10 最受欢迎的 hyperparameter tuning 课程
- 使用 Scala 和 Spark 进行大数据分析: École Polytechnique Fédérale de Lausanne
- Introduction to Deep Learning: University of Colorado Boulder
- Design & Secure LLM APIs for Scalability: Coursera
- Optimize LLM Costs & Streamline Processes: Coursera
- Building and Deploying Generative AI Models: Alberta Machine Intelligence Institute
- 顶点 AI 工作室简介: Google Cloud
- 完整的强化学习系统（Capstone）: University of Alberta
- R 编程环境: Johns Hopkins University
- Intro to Operating Systems 2: Memory Management: Codio
- Introduction to Deep Learning for Computer Vision: MathWorks
