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: OAuth, API Design, Enterprise Security, Software Documentation, Application Programming Interface (API), Middleware, API Testing, Restful API, Model Deployment, OpenAI API, Multimodal Prompts, Security Controls, Application Security, Data Processing, Software Versioning
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Cross Platform Development, PyTorch (Machine Learning Library), Cloud Deployment, Applied Machine Learning, Application Performance Management, Development Environment, Hardware Architecture
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 生成式人工智能, Model Evaluation, 机器学习, 图像质量, 无监督学习, 深度学习, 模型评估, 人工神经网络, 信息隐私, 数据综合, 生成模型架构, PyTorch(机器学习库), 生成式对抗网络(GANs), 图像分析, 负责任的人工智能, 数据伦理, 卷积神经网络
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Predictive Modeling, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Decision Tree Learning, Report Writing
中级 · 课程 · 1-4 周

您将获得的技能: Stored Procedure, Database Development, SQL, Database Management, Database Architecture and Administration, Data Integrity, Query Languages, Performance Tuning, Continuous Deployment, Data Transformation, Unit Testing, Data Migration, CI/CD, Jest (JavaScript Testing Framework), Verification And Validation, Debugging, Auditing, Plan Execution, Statistical Hypothesis Testing, Computer Graphic Techniques
高级设置 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 高级分析, 数据分析, 网页内容无障碍导则, 数据可视化, 数据可视化软件, 仪表板, 数据展示, 商业智能, 统计报告, Power BI, 数据故事, 交互式数据可视化
初级 · 课程 · 1-3 个月

您将获得的技能: Financial Forecasting, Financial Data, Variance Analysis, Financial Analysis, Budgeting, Financial Modeling, Cash Flow Forecasting, Cost Management, Supervised Learning, Financial Planning, Predictive Modeling, Risk Modeling, Data-Driven Decision-Making, Business Analytics, Risk Analysis, Credit Risk, Model Evaluation, Data Pipelines, Automation
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 生成式人工智能, 机器学习, 自然语言处理, 应用机器学习, 人工神经网络, 数据预处理, 嵌入, 递归神经网络 (RNN), 文本挖掘, 张力流
中级 · 课程 · 1-4 周

您将获得的技能: Data Validation, Data Quality, Data Governance, Data Integrity, Data Pipelines, Verification And Validation, Database Design, SQL, Failure Analysis, Scalability, Root Cause Analysis, Analytical Skills, Analysis, Statistical Analysis
高级设置 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 构思, 原型设计, 概念设计, 以用户为中心的设计, 抽样(统计), A/B 测试, 线框设计, 调查, 可用性, 用户体验, 用户体验设计, 用户界面/用户体验研究, 创建调查, 用户研究, 定性研究, 设计研究, 交互设计, 网络分析, 可用性测试, 用户故事
初级 · 专项课程 · 3-6 个月

您将获得的技能: Financial Modeling, Operational Analysis, Business Modeling, Financial Statements, Financial Acumen, Financial Statement Analysis, Financial Forecasting, Financial Analysis, Accounting, Balance Sheet, Cash Flows, Business Valuation, Data Literacy, Income Statement, Cash Flow Forecasting, Storytelling
中级 · 课程 · 1-4 周
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