机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

Microsoft
您将获得的技能: Cloud Security, Data Management, Medical Privacy, Data Storage Technologies, Data Security, Clinical Data Management, Microsoft Azure, Health Technology, AI Enablement, Image Analysis, Data Visualization Software, Personally Identifiable Information, Patient Communication, Generative AI, Microsoft Teams, Machine Learning, Clinical Monitoring, General Data Protection Regulation (GDPR), Information Privacy, AI Security
初级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Model Deployment, Unsupervised Learning, Artificial Intelligence, Classification Algorithms
攻读学位
中级 · 课程 · 1-4 周

Edureka
您将获得的技能: Data Transformation, Machine Learning Methods
高级设置 · 课程 · 1-4 周

您将获得的技能: Git (Version Control System), GitHub, Version Control, Infrastructure as Code (IaC), Debugging, Bash (Scripting Language), Test Automation, Puppet (Configuration Management Tool), Infrastructure As A Service (IaaS), Cloud Services, Technical Communication, Web Services, Email Automation, Automation, Python Programming, Interviewing Skills, Applicant Tracking Systems, Configuration Management, Program Development, Programming Principles
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: Real Time Data, Data Lakes, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Apache Hadoop, Dashboard, Data Architecture, Data Governance, Apache Kafka, Data Infrastructure, Tensorflow, Data Warehousing
中级 · 专业证书 · 3-6 个月

您将获得的技能: Model Evaluation, Image Analysis, Amazon Web Services, Image Quality, Computer Vision, Model Deployment, Data Import/Export, Anomaly Detection, Data Science, Machine Learning, Cloud Computing
初级 · 指导项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: 生成对抗网络 (GAN), 机器学习, 客户数据管理, 人工神经网络, 模型评估, 自动编码器, 人工智能, 数据分析, 工艺优化, 机器学习算法, 深度学习, Algorithm, 大数据, 生成式人工智能
混合 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Responsible AI, Data Ethics, Applied Machine Learning, Project Design, AI Enablement, Operational Efficiency, Cost Management, Mitigation
中级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, DevOps, Applied Machine Learning, Cloud Deployment, AI Workflows, Automation, Model Context Protocol, Continuous Deployment, Data Processing
中级 · 课程 · 1-4 周
您将获得的技能: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Resource Allocation, Organizational Change, Business Leadership, Strategic Leadership, Business Transformation, AI Enablement, Organizational Strategy, Organizational Leadership, Data Strategy, Technology Strategies, Business Priorities, Strategic Decision-Making, Change Management, Performance Measurement, Performance Metric, Business Metrics
混合 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Logistic Regression, Data Cleansing, Apache Spark, PySpark, Data Manipulation, Applied Machine Learning, Classification And Regression Tree (CART), Data Science, Machine Learning, Google Cloud Platform, Python Programming
中级 · 指导项目 · 不超过 2 小时