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: Data Cleansing, Power BI, Dashboard, Statistical Analysis, Data Quality, R Programming, Budgeting, Data Import/Export, Excel Formulas, Microsoft Excel, Financial Analysis, Data Analysis, Data Transformation, Pandas (Python Package), Financial Modeling, Pivot Tables And Charts, Business Intelligence, Extract, Transform, Load, Performance Analysis, Data Modeling
中级 · 课程 · 3-6 个月
DeepLearning.AI
您将获得的技能: 生成式人工智能, 人工神经网络, 机器学习, 预测建模, 分类算法, 应用机器学习, Transfer Learning, 嵌入, 自然语言处理, 深度学习, 时间序列分析和预测, 递归神经网络 (RNN), 计算机视觉, 数据预处理, 张力流, 图像分析, 卷积神经网络, Model Evaluation, Keras(神经网络库), 预测, 迁移学习, 模型评估
★ 4.7 (2.5万) · 中级 · 专业证书 · 3-6 个月

您将获得的技能: Predictive Modeling, Statistical Machine Learning, Performance Analysis, Performance Metric, Performance Improvement
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Data Preprocessing, Data Ethics, Model Evaluation, Responsible AI, Performance Reporting, Business Communication
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Data Validation, Verification And Validation, Plot (Graphics), Exploratory Data Analysis, Technical Communication
初级 · 课程 · 1-4 周

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

您将获得的技能: Dashboard, Data Transformation, Analytics, Data Presentation, Data Preprocessing, Data Analysis, Business Analytics, Statistical Analysis, Statistical Modeling, Data Quality, SPSS, Predictive Modeling, Workflow Management, Data Visualization Software, Regression Analysis, Artificial Neural Networks
初级 · 课程 · 1-3 个月

您将获得的技能: Rmarkdown, Knitr, Model Evaluation, Data Wrangling, Tidyverse (R Package), Predictive Analytics, Data Analysis, Data Cleansing, Statistical Reporting, R Programming, Data Manipulation, Data Integration, Data Transformation, Statistical Modeling, Extract, Transform, Load, Data Pipelines, Performance Analysis, Performance Metric, Automation
初级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Computational Logic, Engineering Calculations, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Analytical Skills, Bayesian Statistics, Differential Equations, Programming Principles, Statistical Inference, Theoretical Computer Science, Numerical Analysis, Descriptive Analytics, Applied Mathematics
★ 4.5 (195) · 初级 · 专项课程 · 3-6 个月

IESE Business School
您将获得的技能: 财务管理, 财务, 权责发生制会计, 财务敏锐性, 会计, 财务数据, 财务报表分析, 财务报表, 资产负债表, 财务建模, 企业财务, 金融市场, 财务会计, 现金流量, 股票, 资本预算编制, 商业估值, 管理会计, 企业会计, 收益表
★ 4.8 (6439) · 初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Cleansing, Data Wrangling, Surveys, Survey Creation, Data Transformation, Data Collection, Data Quality, Data Preprocessing, Big Data, Cloud-Based Integration, ChatGPT, Statistical Analysis, Real Time Data
中级 · 课程 · 3-6 个月