统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

您将获得的技能: Ansible, Infrastructure as Code (IaC), Configuration Management, Correlation Analysis, Cloud Security, CI/CD, Docker (Software), GitHub, Dashboard, Collaborative Software, Git (Version Control System), Containerization, Cloud Infrastructure, Data Security, Data Pipelines, Version Control, Continuous Deployment, Continuous Integration, Devops Tools, Kubernetes
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 应用机器学习, 人工神经网络, 自然语言处理, 强化学习, 机器学习, 卷积神经网络, 无监督学习, 逻辑回归, PyTorch(机器学习库), Python 编程, 监督学习, 医学影像, 图像分析, 深度学习, 递归神经网络 (RNN), 迁移学习, 计算机视觉, Transfer Learning
中级 · 课程 · 1-3 个月

初级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 数据分析, 数据展示, 大数据, 定量研究, 非结构化数据, 交互式数据可视化, 回归分析, 文本挖掘, 数据可视化, 分析, 数据收集, 统计分析, Python 编程, R 程序设计, 社交网络分析, 应用编程接口 (API), 数据挖掘, 统计方法, 相关性分析
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Model Deployment, Extract, Transform, Load, Systems Design, Software Architecture, Data Pipelines, Vision Transformer (ViT), System Design and Implementation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking
中级 · 专业证书 · 3-6 个月

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Machine Learning, Data Preprocessing, CI/CD, Model Evaluation, Applied Machine Learning, Apache Airflow, Data Migration, Data Cleansing, Data Quality, Data Lakes, AI Enablement, Cloud Computing
中级 · 专业证书 · 3-6 个月
SAS
您将获得的技能: Data Manipulation, SAS (Software), Data Access, Data Import/Export, Microsoft Excel, Data Analysis, Data Transformation, Exploratory Data Analysis, Data Validation, Statistical Analysis, Statistical Programming, Data Processing, Data Preprocessing, Data Integration, Data Cleansing, SQL, Descriptive Statistics, Computer Programming, Data Presentation, Debugging
攻读学位
初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Stakeholder Communications, Stakeholder Analysis, Data Presentation, Data Analysis, Exploratory Data Analysis, Business Communication, Model Evaluation, Responsible AI, Statistical Methods
中级 · 课程 · 1-4 周

中级 · 课程 · 1-4 周

您将获得的技能: Shiny (R Package), Cloud Deployment, Interactive Data Visualization, Application Deployment, Data Visualization, Server Side, Performance Tuning, R (Software), Dashboard, Application Lifecycle Management, Data Visualization Software, User Interface (UI), Web Applications, Authentications, Application Development, User Interface (UI) Design, Exploratory Data Analysis, Interactive Design, R Programming, Data Management
初级 · 专项课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Microservices, Containerization, Application Deployment, Service Level, Debugging, Unit Testing, Software Testing, System Monitoring, Docker (Software), Software Architecture, Kubernetes, Restful API, CI/CD, Scalability, Systems Architecture, Cloud Computing Architecture, Application Performance Management, Continuous Monitoring
中级 · 课程 · 1-3 个月

您将获得的技能: Logistic Regression, SAS (Software), Statistical Hypothesis Testing, Statistical Software, Statistical Analysis, Predictive Modeling, Statistical Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Probability & Statistics, Model Evaluation
中级 · 课程 · 1-3 个月