应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

您将获得的技能: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Data Preprocessing, Model Evaluation, Performance Tuning, Data Collection, Software Installation
初级 · 课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 课程开发, 分析, 多样性与包容性, 教学和课程设计, 学习理论, 需求评估, 培训与发展, 教育与培训, 教学设计
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Machine Learning, Applied Machine Learning, Research, Model Evaluation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Data Collection, Surveys, Human Factors, Classification Algorithms, Experimentation, Data Quality, Statistical Analysis
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Google Cloud Platform, Cloud Computing, Applied Machine Learning, Datamaps, Model Deployment, Cloud Services, Spatial Data Analysis, Machine Learning, Real Time Data
初级 · 项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Management, Machine Learning, Applied Machine Learning, Model Evaluation, Deep Learning, Debugging, Performance Tuning
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Containerization, Database Architecture and Administration, MySQL, Cloud Computing Architecture, Dataflow, PostgreSQL, Identity and Access Management, Cloud Deployment, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Database Design, Database Management
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Sustainable Development, Law, Regulation, and Compliance, Data Security, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Leadership, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design
混合 · 课程 · 1-3 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Sports Medicine, Analytics, Artificial Intelligence, AI Enablement, Data Analysis Software, Data Analysis, Deep Learning, Real Time Data, Machine Learning, Data Ethics, Health Technology, AI Security, Responsible AI, Large Language Modeling, Technology Solutions, Scikit Learn (Machine Learning Library), Technology Strategies, Statistical Methods, Natural Language Processing, Performance Appraisal
初级 · 课程 · 1-4 周

您将获得的技能: Gemini, Google Workspace, Productivity Software, Generative AI, AI Enablement, AI Workflows, Prompt Engineering, Responsible AI, Operational Efficiency, Business Workflow Analysis, Human Factors, Complex Problem Solving
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 信息隐私, 数据伦理, 数据综合, 生成式人工智能, 生成对抗网络 (GAN), 卷积神经网络, 无监督学习, PyTorch(机器学习库), 图像分析, 负责任的人工智能
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Machine Learning, Algorithms, Classification Algorithms, Artificial Neural Networks, Decision Tree Learning, Random Forest Algorithm, Resource Utilization, System Requirements, Data Management
中级 · 课程 · 1-3 个月

您将获得的技能: Computer Vision, Applied Machine Learning, Digital Signal Processing
中级 · 课程 · 1-4 周