统计学课程可以帮助您学习数据分析、概率论、假设检验和 Regression 分析技术。您可以掌握解释 Data Set、做出明智预测和开展调查的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计分析和可视化结果。您还将探索描述统计、推断统计和实验设计等关键主题,掌握应对现实世界数据挑战的知识。

Dubai College of Tourism
您将获得的技能: 趋势分析, 数据驱动的决策制定, 预测, 数据分析, 收入管理, 性能分析, 客户需求规划, 关键绩效指标 (KPI), 绩效衡量, 团队管理, 餐厅管理, 酒店管理, 餐厅运营, 业务指标, 收入预测
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
中级 · 课程 · 1-3 个月

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

Fundação Instituto de Administração
您将获得的技能: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Customer Analysis, Data Integration, Interactive Data Visualization, Dashboard, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Exploratory Data Analysis, Presentations, Analytics, Technical Communication, Data Visualization Software, Data Import/Export
中级 · 指导项目 · 不超过 2 小时

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

Sungkyunkwan University
您将获得的技能: Machine Learning Algorithms, Decision Tree Learning, Classification Algorithms, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Bayesian Statistics, Probability & Statistics
混合 · 课程 · 1-4 周

您将获得的技能: Ggplot2, Model Evaluation, Data Visualization, Regression Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Data Analysis
中级 · 指导项目 · 不超过 2 小时

Vanderbilt University
您将获得的技能: Generative AI, Data Literacy, Data-Driven Decision-Making, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, Prompt Engineering, Analytical Skills, Artificial Intelligence, Probability & Statistics, Decision Making
初级 · 课程 · 1-4 周

您将获得的技能: Oracle Databases, Performance Tuning, Operational Databases, System Monitoring, Database Management, SQL, Event Monitoring, Database Architecture and Administration
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 探索性数据分析, 散点图, 数据操作, 数据叙事, 数据可视化软件, 动画, 绘图(图形), R 语言程序设计(中文版), Ggplot2, 箱形图, Tidyverse(R 软件包), 数据展示, 柱状图
混合 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
初级 · 课程 · 1-4 周