推断统计课程可以帮助您学习假设检验、置信区间、Regression 分析和抽样方法。您可以培养解释数据、进行预测和从 Sampling 数据中得出结论的技能。许多课程都会介绍 R 和 Python 等统计分析工具,以及 SPSS 和 Excel 等软件,支持将这些统计技术应用到真实世界的数据 Set 中。

Coursera
您将获得的技能: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Probability & Statistics, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Descriptive Statistics, Data Cleansing, Data Preprocessing, Time Series Analysis and Forecasting, Correlation Analysis, Python Programming
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: ISO 9000 Series, Food Quality Assurance And Control, Food and Beverage, Production Process, Quality Assurance and Control, Quality Assessment, Quality Management, Hazard Analysis, Standard Operating Procedure, Statistical Process Controls, Water Quality, Microbiology, Chemistry, Process Control, Cost Control, Laboratory Testing, Manufacturing Processes, Descriptive Statistics, Analytical Chemistry, Product Testing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Technical Analysis, Google Sheets, Market Data, Data Visualization, Trend Analysis, Web Scraping, Data Visualization Software
初级 · 指导项目 · 不超过 2 小时

Tecnológico de Monterrey
您将获得的技能: Innovation, Entrepreneurship, Corporate Strategy, Business Strategy, Business Modeling, Value Propositions, Lean Methodologies, Growth Strategies, Market Opportunities, Product Development, Trend Analysis, Customer Insights
高级设置 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Data Analysis, Analytical Skills, Data Management, Exploratory Data Analysis, Statistical Reporting, Data-Driven Decision-Making, Trend Analysis, Data Presentation, Data Collection, Statistical Modeling, Data Validation, Statistical Inference, Model Evaluation, Communication
混合 · 课程 · 1-4 周

Università Bocconi
您将获得的技能: 创新, A/B 测试, 相关性分析, 统计分析, 机器学习, 业务指标, 数据驱动的决策制定, 概率, 大数据, 案例研究, 数据分析, 战略决策, 回归分析
混合 · 课程 · 1-3 个月

您将获得的技能: Portfolio Management, Portfolio Risk, Financial Modeling, Correlation Analysis, Investment Management, Financial Analysis, Risk Modeling
中级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 探索性数据分析, 微软 Azure, 迁移学习, 分类算法, 无监督学习, 预测建模, 机器学习, PyTorch(机器学习库), 张力流, 卷积神经网络, 数据科学, 深度学习, MLOps(机器学习 Operator), 数据可视化, 应用机器学习, Scikit-learn (机器学习库), 数据分析, 人工智能和机器学习(AI/ML), 图像分析, 回归分析
中级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Data Validation, Computational Logic, Data Structures
初级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Generative AI, Large Language Modeling, Supervised Learning, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Predictive Modeling, Machine Learning Algorithms, Artificial Neural Networks, Feature Engineering, Unstructured Data, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Dimensionality Reduction, Model Deployment
中级 · 课程 · 1-3 个月

Rutgers the State University of New Jersey
您将获得的技能: 科学与研究, 科学方法, 物理科学, 物理学, 数据分析软件, 一般科学与研究, 图像分析, 科学可视化, 空间分析
初级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 探索性数据分析, 绘图(图形), 描述性统计, 数据叙事, 统计可视化, 数据展示, 描述性分析, 数据可视化软件, 数据分析, 柱状图, Tableau 软件
混合 · 课程 · 1-4 周