Python 统计课程可以帮助您学习数据分析、假设检验、回归分析和概率分布。您可以培养数据 Visualization、统计建模和解释结果的技能,从而做出明智的决策。许多课程都会介绍一些工具,如用于数据操作的 Pandas、用于数值计算的 NumPy 和用于创建数据 Visualization 的 Matplotlib,所有这些都支持有效地应用统计技术。

University of Michigan
您将获得的技能: 概率与统计, 统计分析, Matplotlib, 统计, 抽样(统计), 绘图(图形), 数据扫盲, 统计建模, 统计编程, 统计假设检验, Python 程序设计, 模型评估, 统计方法, 统计机器学习, 贝叶斯统计, Jupyter, Seaborn, 统计推理, 统计软件, 数据可视化
初级 · 专项课程 · 1-3 个月

您将获得的技能: 计算机编程, 数据导入/导出, JSON, 自动化, 还原式 API, Python 程序设计, 数据操作, 数据分析, Pandas(Python 软件包), NumPy, 网页抓取, 面向对象编程(OOP), Jupyter, 应用编程接口 (API), 数据结构, 编程原则, 文件输入/输出
初级 · 课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: 财务分析, 概率与统计, 统计分析, 模型评估, 风险分析, 数据导入/导出, Python 程序设计, 财务数据, 数据操作, 统计推理, 回归分析, Pandas(Python 软件包), Jupyter, 金融建模, 金融交易, 数据可视化
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Data Storytelling, Data Presentation, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Preprocessing, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Scatter Plots, Histogram, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Image Quality, Python Programming
初级 · 专项课程 · 1-3 个月

Red Hat
您将获得的技能: Object Oriented Programming (OOP), JSON, Python Programming, Debugging, Data Structures, Red Hat Enterprise Linux, Computer Programming, Statistical Programming, Web Development, Scripting, Scripting Languages, Development Environment, Text Mining, Software Installation
中级 · 课程 · 3-6 个月

Corporate Finance Institute
您将获得的技能: Matplotlib, Financial Data, Exploratory Data Analysis, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Data Science, Data Transformation, Python Programming, Data Cleansing, Computer Programming
高级设置 · 课程 · 1-3 个月

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

Infosec
您将获得的技能: 计算机编程, 端点检测和响应, 数据访问, 网络安全, 网络 Operator, 数据持久性, 持续监测, 脚本, Python 程序设计, MITRE ATT&CK 框架, 威胁管理, Network Security, 网络监控, 网络安全战略, 系统监控, 网络威胁情报, 坚持不懈, 网络威胁猎杀, 威胁检测, 开发技术
中级 · 专项课程 · 3-6 个月

Universidad Nacional Autónoma de México
您将获得的技能: Exploratory Data Analysis, Matplotlib, Pandas (Python Package), NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Data Analysis, Package and Software Management, Data Science, Python Programming, Jupyter, Data Visualization Software, Big Data, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Ubuntu, Computational Thinking, Mac OS
初级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 数据可视化软件, MLOps(机器学习 Operator), 机器学习算法, 预测建模, Python 程序设计, 模型评估, 数据操作, 预测分析, Flask(网络框架), 机器学习, 应用机器学习, 功能工程, 网页抓取, 分类算法, 模型部署, 设计思维, Data Validation, 数据可视化, 数据处理, 监督学习
中级 · 专项课程 · 3-6 个月

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月