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。

Universidad Nacional de Colombia
您将获得的技能: Mathematical Modeling, Machine Learning, Applied Mathematics, System Design and Implementation, Software Development Tools, Programming Principles, Logical Reasoning, Arithmetic, Algorithms
中级 · 课程 · 1-4 周

Tecnológico de Monterrey
您将获得的技能: Lean Six Sigma, Lean Manufacturing, Statistical Process Controls, Quality Improvement, Quality Control, Continuous Improvement Process, Predictive Modeling, Production Process, Process Improvement, Kanban Principles, Problem Management, Regression Analysis, Root Cause Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 生成式人工智能, Scikit-learn (机器学习库), 模型评估, 数据叙事, Matplotlib, 数据可视化软件, Plotly, 数据操作, 数据清理, 数据分析, 机器学习, Pandas(Python 软件包), Python 程序设计, 数据转换, Jupyter, 交互式数据可视化, 数据可视化, 数据伦理, 探索性数据分析
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Apache Spark, MLOps(机器学习 Operator), 回归分析, 机器学习软件, 大数据, 深度学习, 模型评估, 分布式计算, 模型部署, 机器学习, 探索性数据分析, PySpark, 数据库, 数据处理, 数据转换, 微软 Azure
中级 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Fixed Asset, Business Valuation, Financial Management, Corporate Finance, Financial Modeling, Capital Budgeting, Business Mathematics, Financial Analysis, Capital Expenditure, Financial Statements, Investment Management, Asset Management, Return On Investment, Cash Flows, Balance Sheet, Decision Making
中级 · 课程 · 1-3 个月

Indian School of Business
您将获得的技能: Financial Statements, Financial Statement Analysis, Income Statement, Portfolio Management, Financial Accounting, Balance Sheet, Investments, Financial Modeling, Investment Management, Securities Trading, Cash Flows, Financial Market, Market Dynamics, Market Data, Return On Investment, Risk Analysis, Risk Management
初级 · 课程 · 1-4 周

您将获得的技能: Probability, Linear Algebra, Probability & Statistics, Statistics, Mathematical Theory & Analysis, Computational Logic, Applied Mathematics, Advanced Mathematics, Computer Science, Algebra, Physics
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Regression Analysis, Supervised Learning, Data Science, Decision Tree Learning, Statistical Analysis, Classification Algorithms, Predictive Modeling, Artificial Neural Networks, Data Processing, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

H2O.ai
您将获得的技能: 异常检测, 自动编码器, 模型评估, 无监督学习, 监督学习, 深度学习, 决策树学习, 数据操作, 降维, 分类算法, 功能工程, 机器学习, 应用机器学习, 随机森林算法, 预测建模, 数据预处理
中级 · 课程 · 1-3 个月

Universiteit Leiden
您将获得的技能: 概率与统计, 定量研究, 卫生政策, 研究设计, 公共卫生, 医疗保健, 临床研究, 统计分析, 研究方法, 数据分析, 流行病学
中级 · 课程 · 1-3 个月

您将获得的技能: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming
混合 · 课程 · 1-4 周