Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

University of Michigan
您将获得的技能: 心理学, 环境问题, 健康公平, 公共卫生, 社会正义, 医疗保健, 健康差异, 心理和行为健康, 卫生政策, 经济学, 职业健康, 社会经济学, 健康的社会决定因素, 压力管理, 社区卫生
中级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Lean Manufacturing, Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Failure Mode And Effects Analysis, Kaizen Methodology, Process Optimization, Quality Improvement, Operational Efficiency, Process Improvement, Performance Measurement, Manufacturing Operations, Quality Management, Operational Excellence, Business Process, Statistical Analysis, Performance Metric, Waste Minimization, Kanban Principles
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Python 程序设计, 生成对抗网络 (GAN), 探索性数据分析, 数据预处理, 数据综合, 欺诈检测, 生成式人工智能, 降维, Keras(神经网络库), 深度学习, 张力流, 异常检测, 数据可视化
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Model Deployment, Keras (Neural Network Library), Model Evaluation, Exploratory Data Analysis, Data Quality, Data Cleansing, Data Preprocessing, Google Cloud Platform, Machine Learning, Logistic Regression, Data Pipelines, Data Strategy, Machine Learning Algorithms, Performance Tuning, MLOps (Machine Learning Operations), Artificial Neural Networks, Applied Machine Learning
中级 · 专项课程 · 3-6 个月

Emory University
您将获得的技能: 超文本标记语言(HTML), R 语言程序设计(中文版), YAML, 层叠样式表(CSS), Rmarkdown, 协作软件, 文件管理, 技术文档, 技术写作, Knitr, 版本控制, 数据共享
初级 · 课程 · 1-3 个月

您将获得的技能: AWS CloudFormation, Amazon S3, AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon Web Services, Disaster Recovery, Identity and Access Management, Cloud Deployment, Infrastructure as Code (IaC), Amazon Elastic Compute Cloud, System Monitoring, Virtual Networking, Cloud Storage, Data Management, Cloud Security, Virtual Private Networks (VPN), Data Storage Technologies, Event Monitoring, Cloud Management, Network Routing
中级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计建模, 探索性数据分析, R 语言程序设计(中文版), 统计假设检验, 分类与回归树 (CART), 机器学习, 数据预处理, 统计方法, Rmarkdown, 数据分析, 回归分析, 统计推理, 统计分析, 数据建模, 模型评估, Tidyverse(R 软件包), 数据科学, 预测建模
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Workspace, Meeting Facilitation, Collaborative Software, Events and Conferences, Taking Meeting Minutes, Calendar Management, Live Streaming, Discussion Facilitation, Data Sharing, Scheduling
初级 · 课程 · 1-3 个月

KodeKloud
您将获得的技能: Package and Software Management, Command-Line Interface, Linux Commands, Linux, Linux Administration, Unix Commands, File Systems, Data Storage, Network Troubleshooting, Operating Systems, Remote Access Systems, Operating System Administration, System Support, Software Installation, File Management, Service Management, General Networking, DevOps, Network Security, User Accounts
初级 · 课程 · 1-3 个月

Scrimba
您将获得的技能: Javascript, Web Development, Angular, Vue.JS, Application Development, React.js, Web Applications, JSON, Event-Driven Programming, Object Oriented Programming (OOP), Programming Principles, Computer Programming, Data Structures, Software Engineering, Functional Design, Computer Science
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Data Loss Prevention, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Safety and Security, Machine Learning, Artificial Intelligence, Interoperability, Data Governance, Model Evaluation, Model Deployment, Ethical Standards And Conduct, Encryption, Human Centered Design
中级 · 专项课程 · 3-6 个月

您将获得的技能: Architectural Drawing, Structural Engineering, Building Design, Structural Analysis, Architectural Engineering, Civil and Architectural Engineering, Building Codes, Construction, Engineering Software, Engineering Calculations, Engineering Design Process
中级 · 课程 · 1-4 周