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: Fine-tuning, Tensorflow, Keras (Neural Network Library), Model Training, Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Dashboard Creation, Dashboard, Application Performance Management, Role-Based Access Control (RBAC), Model Optimization, MLOps (Machine Learning Operations), System Monitoring, Enterprise Application Management, Performance Analysis, Performance Metric, Anomaly Detection, Real Time Data, Performance Tuning, Performance Measurement, Devops Tools, Operational Performance Management, Site Reliability Engineering, DevOps, Continuous Monitoring, Root Cause Analysis
初级 · 专项课程 · 1-3 个月
您将获得的技能: Apache Spark, Performance Tuning, PySpark, Service Level, Resource Allocation, Process Optimization, Performance Analysis, Memory Management, Job Analysis, System Configuration
中级 · 课程 · 1-4 周

您将获得的技能: Data Maintenance, Database Architecture and Administration, Database Management Systems, Memory Management
高级设置 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Responsible AI, LLM Application, Large Language Modeling, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Fine-tuning, Model Evaluation, Version Control, Supervised Learning
初级 · 项目 · 不超过 2 小时

您将获得的技能: Oracle Databases, Performance Tuning, Application Performance Management, System Monitoring, Database Management, SQL, Database Software, Event Monitoring, Database Architecture and Administration, Software Installation
中级 · 课程 · 1-3 个月
您将获得的技能: Apache Kafka, Data Loss Prevention, Performance Tuning, System Monitoring, Prometheus (Software), Scalability, Data Integrity, Real Time Data, Grafana, Process Optimization, Distributed Computing, System Configuration, Command-Line Interface, Content Strategy
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 生成式人工智能, 模型评估, 数据预处理, OpenAI, Python 编程, 数据处理, 大型语言建模, 机器学习, 解决客户投诉, 客户分析, OpenAI 应用程序接口, 法学硕士申请, 数据操作, 实时数据, 微调, Model Evaluation, 模型培训
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Optimization, Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Fine-tuning, Applied Machine Learning, Machine Learning, Data Analysis
初级 · 指导项目 · 不超过 2 小时
您将获得的技能: Data Structures, Feature Engineering, MLOps (Machine Learning Operations), Java Programming, Java, Performance Tuning, Data Processing, Applied Machine Learning, System Monitoring, Scalability, Performance Analysis, Memory Management, Performance Testing, Benchmarking, Graph Theory, Program Implementation
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Prompt Engineering, Multimodal Prompts, Prompt Engineering Tools, Generative AI, Vision Transformer (ViT), Fine-tuning, Generative Model Architectures, Image Analysis, Computer Vision, AI Personalization
初级 · 项目 · 不超过 2 小时

您将获得的技能: SQL, Query Languages, Database Design, Performance Tuning, Database Management, Databases, PostgreSQL, Data Access
中级 · 指导项目 · 不超过 2 小时