自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

Coursera
您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Vision Transformer (ViT), Model Evaluation, Transfer Learning, MLOps (Machine Learning Operations), Natural Language Processing, Debugging, Containerization, Kubernetes, Docker (Software), Distributed Computing, Performance Tuning, Applied Machine Learning, Dataflow, Tensorflow, Deep Learning, Cloud Computing, Data Pipelines, Computer Vision
高级设置 · 专项课程 · 1-3 个月


您将获得的技能: Google Cloud Platform, Model Deployment, Unstructured Data, MLOps (Machine Learning Operations), Big Data, Data Pipelines, Cloud Deployment, Jupyter, Machine Learning, Artificial Intelligence, Natural Language Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Performance Tuning, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Image Analysis, Model Deployment, Google Cloud Platform, Computer Vision, No-Code Development, Feature Engineering, Applied Machine Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Text Mining, Google Sheets, Machine Learning Software, Cloud Deployment, Model Evaluation, Predictive Modeling, Machine Learning, Data Science
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Verification And Validation, Sampling (Statistics), Performance Testing, Statistical Machine Learning, Test Data, Machine Learning
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Performance Analysis, Applied Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Failure Analysis, Applied Machine Learning, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning
中级 · 课程 · 1-4 周

Stanford University
您将获得的技能: 机器学习, 人工智能, 功能工程, 健康信息学, 临床研究伦理, 管理式医疗, 临床数据管理, 临床研究, 医疗保健, 医疗保健伦理, 负责任的人工智能, 模型评估, 医疗保健行业知识, 药品, 卫生系统, 模型部署, 数据伦理, 非结构化数据, 应用机器学习, 数据挖掘, Model Evaluation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Bash (Scripting Language), Test Automation, Unit Testing, Scripting, Software Testing, Test Driven Development (TDD), Linux Commands, Unix Commands, Development Environment, Operating Systems, Command-Line Interface, File Management, OS Process Management, File Systems, Automation, Python Programming
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Embeddings, PyTorch (Machine Learning Library), Feature Engineering, Data Preprocessing, Scikit Learn (Machine Learning Library), NumPy, Unstructured Data, Applied Machine Learning, Matplotlib, Natural Language Processing, Semantic Web, Pandas (Python Package), Dimensionality Reduction, Machine Learning Methods, Scripting, Model Evaluation, Text Mining, Data Transformation, Machine Learning, Data Visualization
中级 · 课程 · 1-4 周

Packt
您将获得的技能: Model Deployment, Databricks, MLOps (Machine Learning Operations), Feature Engineering, Apache Spark, Data Preprocessing, Applied Machine Learning, Data Lakes, AI Workflows, Hugging Face, Data Pipelines, PySpark, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Data Quality, Machine Learning, Embeddings, Artificial Intelligence, Time Series Analysis and Forecasting
中级 · 课程 · 1-3 个月