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: Statistical Inference, Regression Analysis, Logistic Regression, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Probability Distribution, Probability
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中级 · 课程 · 1-4 周

您将获得的技能: Test Automation, Test Execution Engine, System Testing, Software Testing, Regression Testing, Test Case, CI/CD, Integration Testing, Maintainability, Automation, Test Data, Quality Assurance, Scalability, SAP Applications
高级设置 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Estimation, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Control Systems, Mathematical Software, Simulation and Simulation Software, Model Evaluation, Derivatives, Calculus, Computer Programming Tools
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Data Preprocessing, Machine Learning
中级 · 专项课程 · 1-3 个月

您将获得的技能: Budget Management, Budgeting, Financial Data, Financial Reporting, Accounting and Finance Software, Financial Forecasting, Consolidation, Financial Management, Management Reporting, Forecasting, Financial Analysis, Performance Measurement, Financial Planning, Dashboard, Key Performance Indicators (KPIs)
初级 · 课程 · 1-4 周

Universidade de São Paulo
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
中级 · 课程 · 1-3 个月

您将获得的技能: Test Script Development, Performance Testing, Test Tools, Test Data, Scripting, Distributed Computing, Software Installation, System Monitoring, Servers
中级 · 课程 · 3-6 个月

您将获得的技能: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, OpenAI, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing
初级 · 专项课程 · 1-3 个月

University of Colorado System
您将获得的技能: 模型评估, 患者评估, 数据操作, 临床信息学, 数据处理, 临床数据管理, 信息学, 分类算法, 健康信息学, Data Validation, 数据科学, 生物信息学, 性能测试, 机器学习算法, 分析
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 业务建模, 微软Excel, 商业数学, 商业分析, 工艺优化, 数据建模, 数学建模, 线性代数, 电子表格软件, 决策, 制图, 运筹学, 分析, 数据驱动的决策制定
初级 · 课程 · 1-4 周

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
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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