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。

Illinois Tech
您将获得的技能: Model Evaluation, Data Validation, Regression Analysis, Feature Engineering, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing
攻读学位
中级 · 课程 · 1-4 周

Novartis
您将获得的技能: Drug Interaction, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Drug Development, Medication Administration, Pharmaceutical Terminology, Clinical Research, Laboratory Research
中级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Data Integrity, Data Quality, Data Maintenance, System Monitoring, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
中级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, AI Enablement, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 3-6 个月
您将获得的技能: Random Forest Algorithm, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Sampling (Statistics), Feature Engineering, Model Evaluation, Supervised Learning, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 机器学习, 数据科学, 模型评估, 负责任的人工智能, 模型部署, MLOps(机器学习 Operator), 数据预处理, 人工智能和机器学习(AI/ML), 深度学习, 应用机器学习, 预测建模, 微软 Azure, 数据库
中级 · 课程 · 1-3 个月

您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 数据可视化软件, 模型评估, 逻辑回归, 统计建模, 统计方法, 回归分析, 贝叶斯统计, 统计机器学习, 预测建模, 统计推理, 统计编程, 统计分析, Python 程序设计, Jupyter, 统计软件
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 模型评估, 数学建模, 统计建模, 统计方法, 回归分析, 分析, 统计分析, 实验, 研究设计
中级 · 课程 · 1-4 周

您将获得的技能: Cloud Management, Google Cloud Platform, Cloud Computing, Software Visualization, Cloud Computing Architecture, Cloud Applications, Scalability
中级 · 项目 · 不超过 2 小时

Columbia University
您将获得的技能: 概率分布, 案例研究, 统计方法, 数学建模, 工艺优化, 数值分析, 回归分析, 应用数学, 金融建模, Python 程序设计, 市场数据, 衍生产品, 金融市场, 风险模型, 财务系统, 证券(金融), Algorithm, 精算学
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Modeling, Microsoft Azure, Statistical Methods, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, MLOps (Machine Learning Operations), Azure Synapse Analytics, Cloud Computing, Data Preprocessing, Data Management, Model Deployment, Model Evaluation, Development Environment
中级 · 课程 · 1-4 周