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。

Microsoft
您将获得的技能: Responsible AI, Containerization, Scalability, AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Microservices, Generative AI Agents, Enterprise Architecture, Microsoft Azure, AI Security, Enterprise Security, Role-Based Access Control (RBAC), Coordination
中级 · 课程 · 1-4 周

您将获得的技能: Classification Algorithms, Machine Learning Methods, Data Preprocessing, Model Evaluation, Embeddings
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning, Machine Learning Methods, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

Universidade de São Paulo
您将获得的技能: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Applied Machine Learning, Classification Algorithms, Deep Learning
中级 · 课程 · 1-3 个月

University of California, Santa Cruz
您将获得的技能: 教育软件和技术, 语言学习, 学习理论, 扫盲, 人类学习, 儿童教育与发展, 社会学, 实验, 人口统计, 儿童发展
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: AI Product Strategy, Technical Management, Team Building, AI Enablement, Project Management, Data Ethics, Artificial Intelligence, Data Science, Artificial Neural Networks, Machine Learning, Discussion Facilitation, Deep Learning, Recruitment, Sales
初级 · 课程 · 1-4 周

您将获得的技能: Constructive Feedback, Ethical Standards And Conduct, Healthcare Ethics, Decision Making, Professionalism, Patient-centered Care, Patient Communication, Patient Advocacy, Clinical Practices, Discussion Facilitation, Train The Trainer, Case Studies, Instructional Design, Instructional Strategies, Empathy
初级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 文化, 组织效能, 学习理论, 分析, 商务, 社会学, 社交网络分析, 组织结构, 资源管理, 组织变革, 组织战略, 领导力研究, 专业网络, 决策
初级 · 课程 · 1-3 个月

Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Hugging Face, Large Language Modeling, Transfer Learning, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Applied Machine Learning, Unsupervised Learning
中级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Network Troubleshooting, Hybrid Cloud Computing, Telecommunications, Collaboration, Dynamic Host Configuration Protocol (DHCP), Wide Area Networks, User Provisioning, Virtual Private Networks (VPN), Network Support, Cloud Deployment, Cloud-Based Integration, Firewall, Network Performance Management, Network Administration, Session Initiation Protocols, System Configuration, Network Monitoring, Identity and Access Management, Administration, Product Management
初级 · 专项课程 · 3-6 个月