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: Real-Time Operating Systems, Embedded Software, Embedded Systems, Telecommunications, Digital Signal Processing, Performance Tuning, Digital Communications, System Programming, Debugging, C (Programming Language)
高级设置 · 课程 · 1-4 周

您将获得的技能: Database Architecture and Administration
高级设置 · 课程 · 1-3 个月

您将获得的技能: Linux Administration, Event Monitoring, File I/O, Performance Testing, Data Storage Technologies, Scenario Testing, Data Storage, Simulations
中级 · 专项课程 · 3-6 个月

Simplilearn
您将获得的技能: LangChain, Responsible AI, Large Language Modeling, Model Deployment, OpenAI, Data Preprocessing, Hugging Face, Model Evaluation, Transfer Learning, Supervised Learning, Reinforcement Learning
初级 · 课程 · 1-4 周

您将获得的技能: Java, Performance Tuning, Data Structures, Data Import/Export, Machine Learning Methods, Data Processing, Data Mining, Machine Learning, Data Analysis, Application Performance Management, Data Storage, Analysis, Algorithms, Loyalty Programs
高级设置 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Machine Learning, Artificial Neural Networks, Artificial Intelligence, Python Programming, Data Preprocessing, Regression Analysis, Software Installation, System Configuration, Development Environment, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Continuous Deployment, Continuous Integration, Debugging
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: 模型评估, 分类算法, 随机森林算法, 监督学习, 回归分析, 功能工程, 决策树学习, 预测建模, 应用机器学习, 机器学习算法, Algorithm, 性能调整
初级 · 课程 · 1-3 个月

您将获得的技能: Oracle Databases, Performance Tuning, Operational Databases, System Monitoring, Database Management, SQL, Event Monitoring, Database Architecture and Administration
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 模型评估, AI 产品战略, 机器学习, AI 工作流程, 调试, 人工智能和机器学习(AI/ML), 深度学习, 迁移学习, 数据驱动的决策制定, 应用机器学习, 性能调整
初级 · 课程 · 1-4 周

您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Application Performance Management, System Monitoring, Distributed Computing, System Configuration, Data Management, Security Information and Event Management (SIEM), Enterprise Security, Data Security, Event Monitoring, Scalability, Data Pipelines, Real Time Data, Authentications
混合 · 课程 · 1-3 个月