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。

DeepLearning.AI
您将获得的技能: 数据伦理, 人工神经网络, 深度学习, 监督学习, 随机森林算法, 张力流, Transfer Learning, Model Evaluation, 迁移学习, 决策树学习, 模型评估, 性能调整, 人工智能, 应用机器学习, 分类算法, 逻辑回归, 机器学习
初级 · 课程 · 1-4 周

Yale University
您将获得的技能: 医学科学与研究, 描述性统计, 研究, 科学方法, 医学术语, 抽样(统计), 临床研究, 生物统计学, 研究设计, 数据扫盲, 统计方法
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Applied Machine Learning, Performance Metric, Regression Analysis, Continuous Monitoring, Statistical Methods, Algorithms
中级 · 课程 · 1-4 周
University of Pennsylvania
您将获得的技能: 现金流预测, 风险分析, 财务管理, 成本效益分析, 财务分析, 贷款, 财务, 现金流量, 预测, 财务敏锐性, 商业估值, 投资回报, 资本支出, 财务建模, 折旧, 企业财务, 周转资金, 资本预算编制
混合 · 课程 · 1-4 周

PwC
您将获得的技能: 数据可视化, 数据可视化软件, 分析, 商业智能, 数据驱动决策, 数据收集, 大数据, 统计编程, Microsoft Excel, 案例研究, 商业分析, 数据分析, 数据展示
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 数据操作, 数据可视化软件, 数据可视化, 柱状图, NumPy, 交互式数据可视化, 制图, 散点图, Matplotlib, 可视化(计算机制图), Pandas(Python 软件包), 科学可视化, 数据展示, Python 编程, 统计可视化
中级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Data Mining, Statistical Modeling, Risk Modeling, R Programming, Data Manipulation, Business Analytics, Data Analysis, Decision Tree Learning, Data Preprocessing, Data Cleansing, Probability & Statistics, Transaction Processing, Applied Machine Learning, Machine Learning
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Marketing Analytics, Marketing Budgets, Dashboard, Regression Analysis, Marketing Effectiveness, Data-Driven Decision-Making, Analytics, Statistical Analysis, Statistical Methods, Marketing Strategies, Data Analysis, Return On Investment, Data Visualization, Data Storytelling, Marketing Channel, Budgeting
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: LLM Application, Model Evaluation, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, MLOps (Machine Learning Operations), Performance Tuning, Debugging, Performance Testing, Query Languages, SQL, Statistical Hypothesis Testing, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Python Programming, Pandas (Python Package)
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Matplotlib, Plotly, Prompt Engineering, Data Ethics, Power BI, Data Visualization, Microsoft Excel, Data Manipulation, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), Data Transformation, Excel Formulas, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Microsoft Copilot, Data Presentation, Data Processing
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Model Evaluation, Predictive Modeling, Regression Analysis, Advanced Analytics, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Data Analysis, Applied Machine Learning, Data-Driven Decision-Making, Business Analysis, Machine Learning Methods, Performance Metric
中级 · 课程 · 1-4 周