
University of Washington
您将获得的技能: 回归分析, 计算机视觉, 数据预处理, 无监督学习, 人工智能, 预测建模, 分类算法, 贝叶斯统计, 深度学习, 机器学习, 逻辑回归, 功能工程, 统计建模, 应用机器学习, 决策树学习, 图像分析, 数据挖掘, 统计机器学习, 监督学习, Model Evaluation
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Random Forest Algorithm, Data Analysis, Predictive Modeling, Model Evaluation, Bayesian Network, Python Programming, Statistical Modeling, Classification Algorithms
高级设置 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Azure DevOps, Generative AI, Microsoft Azure, Model Deployment, AI Workflows, CI/CD, Version Control, Data Ethics, Artificial Intelligence, Model Evaluation, Git (Version Control System), Automation, System Monitoring, Continuous Monitoring
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Applied Machine Learning, Image Analysis, Cloud Deployment, Recurrent Neural Networks (RNNs), Hybrid Cloud Computing, Systems Architecture, Performance Tuning, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
高级设置 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Apache Airflow, Docker (Software), Git (Version Control System), Data Pipelines, Containerization, CI/CD, Debugging, Ansible, Continuous Deployment, Database Management, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, SQL, Automation, Configuration Management, Root Cause Analysis, Python Programming
中级 · 专项课程 · 3-6 个月

Alberta Machine Intelligence Institute
您将获得的技能: 项目管理, 数据预处理, 机器学习算法, Data Validation, 产品生命周期管理, 模型部署, 机器学习, 功能工程, 数据质量, 数据伦理, 分类算法, 决策树学习, 业务运营, Model Evaluation, 监督学习, Jupyter, 负责任的人工智能, 应用机器学习, 数据清理, MLOps(机器学习 Operator)
中级 · 专项课程 · 3-6 个月

KodeKloud
您将获得的技能: AWS SageMaker, Model Deployment, MLOps (Machine Learning Operations), Data Governance, Data Management, Data Security, Application Deployment, Personally Identifiable Information, Cloud Deployment, General Data Protection Regulation (GDPR), Continuous Deployment, Model Evaluation, Application Programming Interface (API)
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Version Control, Model Deployment, CI/CD, Git (Version Control System), Continuous Deployment, Performance Tuning, Continuous Integration, Software Development Methodologies, Software Versioning, Release Management, Continuous Delivery, PyTorch (Machine Learning Library), Performance Improvement, Software Testing
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Model Deployment, Model Evaluation, Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Large Language Modeling, Data Cleansing, Supervised Learning, Data Transformation, Cloud Deployment, Data Ethics, CI/CD, Machine Learning Algorithms, Transfer Learning, Data Quality, Performance Tuning
中级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 持续部署, 数据预处理, Data Validation, 持续监测, 数据管道, 机器学习, 模型部署, 数据质量, 调试, 功能工程, Model Evaluation, 应用机器学习, 云部署, MLOps(机器学习 Operator)
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

DeepLearning.AI
您将获得的技能: 回归分析, 无监督学习, 预测建模, Scikit-learn (机器学习库), 数据预处理, 人工智能, NumPy, Python 程序设计, 机器学习, 逻辑回归, Jupyter, Model Evaluation, 监督学习, 分类算法, 功能工程
初级 · 课程 · 1-4 周