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。

您将获得的技能: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning
高级设置 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
中级 · 专项课程 · 3-6 个月
您将获得的技能: Performance Tuning, Java, Enterprise Application Management, Computational Thinking, Algorithms, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation
高级设置 · 课程 · 1-4 周

Stanford University
您将获得的技能: 模型部署, 负责任的人工智能, 模型评估, 临床数据管理, 医疗程序和 Regulator, 健康信息学, 人工智能, 医疗保健伦理, 应用机器学习, 性能调整, 机器学习软件, 风险模型, 数据收集
混合 · 课程 · 1-3 个月

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
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 模型评估, 数学建模, 估算, 模拟和模拟软件, 计算思维, 概率, 电力, 性能调整
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Infrastructure, Model Deployment, Data Processing, Data Pipelines
中级 · 课程 · 1-3 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

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: Group Policy, Network Administration, TCP/IP, Application Deployment, Command-Line Interface
中级 · 课程 · 3-6 个月

Rice University
您将获得的技能: 系统编程, 数据流, Scala 编程, Java 编程, 调试, Java, 功能设计, Apache Hadoop, 分布式计算, 服务器, 编程原则, 性能测试, 软件架构, 数据结构, 应用框架, Apache Spark, 系统架构, Algorithm, Apache Kafka, 性能调整
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