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。
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

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

您将获得的技能: Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Debugging, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 微积分, 数学与数学建模, 演绎推理, 逻辑推理, 数学理论与分析
中级 · 课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: 科学与研究, 人类学习, 机器人, 人类学, 人工智能, 人为因素, 心理学
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google 云端平台, AI 工作流程, 数据预处理, MLOps(机器学习 Operator), 模型部署, 应用机器学习, Jupyter
初级 · 课程 · 1-4 周

Universitat Autònoma de Barcelona
您将获得的技能: Trigonometry, Integral Calculus, Calculus, Arithmetic, Advanced Mathematics, Algebra, Geometry, Applied Mathematics, Graphing, Derivatives, Problem Solving
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Data Pipelines, Databases, Extract, Transform, Load, Data Lakes, NoSQL, SQL Server Integration Services (SSIS), Data Processing, Data Architecture, Azure Synapse Analytics, Data Warehousing, Data Management, Microsoft Azure, Data Transformation, Database Management Systems, Data Infrastructure, Data Integration, Data Governance, Data Storage Technologies, Data Storage, Real Time Data
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Infrastructure, Model Deployment, Data Processing, Data Pipelines, Distributed Computing
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: AWS 身份和访问管理 (IAM), 亚马逊 S3, 事件驱动编程, 数据湖, 亚马逊网络服务, 亚马逊云观察, 云计算架构, 亚马逊弹性计算云 Computing, 解决方案架构, 云基础设施, 可扩展性, 云计算, 无服务器计算, 亚马逊 DynamoDB, 云存储, 数据架构, 软件架构, 应用程序接口网关, 云安全, 数据可视化
攻读学位
中级 · 专业证书 · 3-6 个月

University of Cambridge
您将获得的技能: Human Learning, Child Development, Psychology, Empathy & Emotional Intelligence, Teaching, Decision Making, Learning Theory, Instructional Strategies, Pedagogy, Learning Strategies, Developmental Disabilities, Empathy, Working With Children, Neurology, Magnetic Resonance Imaging, Disabilities, Autism Spectrum Disorders, Medical Imaging, Electrophysiology, Human Development
初级 · 专项课程 · 3-6 个月