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: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Supervised Learning, Feature Engineering, Model Training, Applied Machine Learning, Machine Learning Methods, Model Optimization, Machine Learning, Machine Learning Algorithms, Predictive Modeling, Data Preprocessing, Random Forest Algorithm, Regression Analysis, Classification Algorithms, Data Transformation, Performance Tuning
中级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, AI Workflows, Fine-tuning, Model Deployment, Applied Machine Learning, Application Deployment, API Testing, Model Optimization
高级设置 · 课程 · 1-3 个月

Packt
您将获得的技能: 模型优化, 模型评估, 数据预处理, 人工智能, PyTorch(机器学习库), 回归分析, 深度学习, 机器学习, 系统配置, 人工神经网络, 软件安装, 人工智能和机器学习(AI/ML), 微调, Model Evaluation, 模型培训, 机器学习算法
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Hugging Face, Model Optimization, Fine-tuning, Transfer Learning, Model Training, Embeddings, Data Preprocessing
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Optimization, Token Optimization, Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Performance Testing, Cross Platform Development, PyTorch (Machine Learning Library), Memory Management, Development Environment, Hardware Architecture, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: Performance Testing, Retrieval-Augmented Generation, Vector Databases, LLM Application, Performance Tuning, Query Languages, SQL, Benchmarking, System Monitoring, Secure Coding
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Fraud detection, Jupyter, Program Management, Model Optimization, Responsible AI, Model Evaluation, Performance Improvement, Project Management, AI literacy, Risk Modeling, Performance Metric, Credit Risk, Performance Analysis, Performance Tuning, Machine Learning Methods, Test Planning, Test Engineering, Applied Machine Learning, Research Design
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Model Optimization, Model Training, Applied Machine Learning, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Data Wrangling, Model Evaluation, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Convolutional Neural Networks, Model Optimization, Model Evaluation, Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Computer Vision, Model Training, Dimensionality Reduction, PyTorch (Machine Learning Library), Tensorflow, Machine Learning Methods, Performance Tuning, Artificial Intelligence, Bayesian Statistics
中级 · 课程 · 1-4 周

您将获得的技能: Performance Tuning, System Monitoring, Data Lakes, Transact-SQL, Data Analysis Expressions (DAX), Star Schema, Microsoft Azure, Databricks, Real Time Data, Power BI, Data Warehousing, Data Storage, Analytics, Apache Spark, Data Modeling, Model Optimization, PySpark, Data Pipelines, Data Transformation, Dataflow
中级 · 课程 · 1-4 周

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