Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

您将获得的技能: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems
中级 · 课程 · 1-4 周

您将获得的技能: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 个月

Duke University
您将获得的技能: 回归分析, 探索性数据分析, 模型评估, 预测建模, 相关性分析, 数学建模, R 语言程序设计(中文版), R(软件), 统计, 统计推理, 统计建模, 数据分析软件, 统计分析, 概率与统计
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 项目管理, 分类与回归树 (CART), MLOps(机器学习 Operator), 数据科学, 模型评估, 数据预处理, 用户体验设计, 以人为本的设计, 数据伦理, 负责任的人工智能, 人机交互, 机器学习, 深度学习, 产品管理, 模型部署, 数据管理, Data Management, 产品设计, 项目管理生命周期, 无监督学习, 数据质量
初级 · 专项课程 · 3-6 个月

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: R (Software), Data Import/Export, Package and Software Management, R Programming, Data Structures, Data-oriented programming, Statistical Programming, Data Analysis Software, Data Analysis, Data Science
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Version Control, Large Language Modeling, Software Versioning, Git (Version Control System), Data Integrity, Data Management, Performance Testing, Dashboard, Machine Learning, Performance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Business Intelligence, Tableau Software, Business Reporting, Data Presentation, Data Visualization Software, Data Visualization, Stakeholder Communications, Interviewing Skills, LinkedIn, Presentations, Performance Improvement, Performance Analysis
高级设置 · 课程 · 1-3 个月

Cleveland Clinic
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Clinical Informatics, Health Care, Supervised Learning, Clinical Experience, Emerging Technologies, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: Multimodal Prompts, Prompt Engineering, Responsible AI, Context Management
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 分子生物学, 数据分析, Algorithm, 计算思维, 生物信息学, Python 程序设计, 数据结构, 生命科学
混合 · 课程 · 1-4 周