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: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning
中级 · 专项课程 · 1-3 个月

University of Houston
您将获得的技能: 业务转型, 支出管理, 组织效能, 管理, 绩效衡量, 基于价值的护理, 医疗保健管理, 组织结构, 金融建模, 健康信息学, 组织变革, 护理协调
初级 · 课程 · 1-4 周

Codio
您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Machine Learning, Applied Machine Learning, Research, Model Evaluation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Data Collection, Surveys, Human Factors, Classification Algorithms, Experimentation, Data Quality, Statistical Analysis
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations
中级 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis
高级设置 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Design Thinking, Responsible AI, Design, User Experience Design, Creative Design, Persona (User Experience), Design and Product, User Interface and User Experience (UI/UX) Design, Data Ethics, Artificial Intelligence, UI/UX Strategy, Innovation, Machine Learning
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 生成对抗网络 (GAN), 自动编码器, 递归神经网络 (RNN), 大数据, 监督学习, 健康信息学, 机器学习, 健康信息管理, 深度学习, 医疗保健项目管理, 模型评估, 应用机器学习, 图像分析, 卷积神经网络, 人工神经网络, 图论, 嵌入, Machine Learning 方法, 模型部署, 医疗保健
高级设置 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: 数据战略, 负责任的人工智能, 数据质量, 探索性数据分析, AI 赋能, 机器学习, 应用机器学习, 数据伦理, Machine Learning 方法, 生成式人工智能
中级 · 课程 · 1-4 周

您将获得的技能: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Google Sheets, Interactive Data Visualization, Machine Learning, Data Manipulation, Data Import/Export
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Financial Data, Microsoft Excel, Spreadsheet Software, Excel Formulas, Microsoft 365, Financial Modeling, Mortgage Loans, Timelines
初级 · 指导项目 · 不超过 2 小时

University of Colorado System
您将获得的技能: 数据建模, 数据清理, 数据分析, 时间序列分析和预测, 数据质量, 分析技能, 临床数据管理, 统计报告, 临床研究, 数据科学, 健康信息学
中级 · 课程 · 1-4 周