
University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

您将获得的技能: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Deployment, Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, IBM Cloud, Jupyter, Docker (Software), Machine Learning, Data Science, Python Programming, Scalability, Design Thinking
高级设置 · 课程 · 1-4 周

Sungkyunkwan University
您将获得的技能: 线性代数, Scikit-learn (机器学习库), Python 程序设计, 分类算法, 概率, 机器学习, 模型评估, 应用机器学习, 回归分析, 统计方法, 逻辑回归, 监督学习
混合 · 课程 · 1-4 周
University of Washington
您将获得的技能: 概率与统计, R 语言程序设计(中文版), 高级分析, 统计分析, 统计机器学习, 机器学习算法, 大数据, 数据分析, 分类算法, 统计推理, 无监督学习, 统计方法, 机器学习, 预测分析, 图论, 监督学习
混合 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
中级 · 课程 · 1-3 个月

Politecnico di Milano
您将获得的技能: Water Quality, Water Sustainability, Water Resource Management, Sustainable Development, Environmental Engineering, Hydrology, Environmental Monitoring, Civil Engineering, Sustainable Design, Human Centered Design, Risk Analysis, Continuous Monitoring, Internet Of Things, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Google Cloud Platform, Model Deployment, Unstructured Data, Tensorflow, Data Pipelines, Cloud API, Machine Learning, Jupyter, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Responsible AI, Agentic systems, Data Ethics, Machine Learning Algorithms, Agentic Workflows, Data Governance, AI Enablement, Health Systems, Machine Learning Methods, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Generative AI Agents, Machine Learning, Health Technology, Health Information Management, Information Technology, Information Systems
初级 · 专项课程 · 3-6 个月

MathWorks
您将获得的技能: 数据清理, 决策树学习, Matlab, 机器学习, 功能工程, 分类算法, 数据预处理, 预测建模, 逻辑回归, 应用机器学习, 回归分析, 监督学习, 模型评估
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Python 程序设计, Prompt Engineering, 应用编程接口 (API), 机器学习, OpenAI 应用程序接口, 软件工程, 脚本, 生成式人工智能, 测试案例, 应用程序开发
中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时