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。

KodeKloud
您将获得的技能: Package and Software Management, Command-Line Interface, Linux Commands, Linux, Linux Administration, Unix Commands, File Systems, Data Storage, Network Troubleshooting, Operating Systems, Remote Access Systems, Operating System Administration, System Support, Software Installation, File Management, Service Management, General Networking, DevOps, Network Security, User Accounts
初级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

Peking University
您将获得的技能: Research Methodologies, Social Sciences, Research, Surveys, Research Design, Experimentation, Scientific Methods, Sociology, Data Collection, Sample Size Determination, Probability & Statistics
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计分析, 异常检测, 机器学习算法, 数据分析, 大数据, 监督学习, 分析, 机器学习, 探索性数据分析, 数据科学, 模型评估, 人工神经网络, Algorithm, 分类算法, 决策树学习, 无监督学习, 数据挖掘, Machine Learning 方法
攻读学位
中级 · 课程 · 1-4 周

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

您将获得的技能: Logistic Regression, Predictive Modeling, SAS (Software), Statistical Modeling, Regression Analysis, Model Evaluation, Statistical Analysis, Data Analysis, Model Deployment, Data Preprocessing, Statistical Methods, Probability & Statistics
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Exploratory Data Analysis, Data Visualization, Python Programming
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
高级设置 · 课程 · 1-4 周

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

LearnQuest
您将获得的技能: 数据预处理, Scikit-learn (机器学习库), 张力流, 数据清理, 降维, 探索性数据分析, 生物信息学, 机器学习, 模型评估, 人工神经网络, 功能工程, 应用机器学习, Pandas(Python 软件包), 随机森林算法, Keras(神经网络库), 数据操作, 分类算法, 数据科学, 数据转换, NumPy
初级 · 专项课程 · 3-6 个月

Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Analysis, Data Capture, Information Privacy, Tidyverse (R Package), Data Quality, Informed Consent, Social Impact, Ethical Standards And Conduct, Data Validation, Algorithms, Big Data
攻读学位
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Software Architecture, Cloud Development
中级 · 课程 · 1-3 个月