Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

您将获得的技能: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Matplotlib, 数据可视化软件, 脚本, 数据导入/导出, NumPy, 绘图(图形), 功能设计, 数据操作, Python 程序设计, 编程原则, 柱状图, 数据可视化, 软件工程, Seaborn, 脚本语言, 软件包和软件管理, 计算机编程, Pandas(Python 软件包), 数据科学
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 概率与统计, 探索性数据分析, 统计分析, 回归分析, 机器学习, GitHub, 闪亮(R 套件), 交互式数据可视化, 机器学习算法, 统计机器学习, 数据科学, 统计推理, 预测建模, 统计建模, R 语言程序设计(中文版), Plotly, Rmarkdown, 数据可视化, 数据展示, 统计假设检验
中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Pandas (Python Package), Data Cleansing, Data Manipulation, NumPy, Query Languages, Data Integration, Python Programming, Data Import/Export, Data Analysis, Debugging
初级 · 课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Feature Engineering, Data Import/Export, Matplotlib, Exploratory Data Analysis, Data Science, Regression Analysis, Financial Data, Data Analysis, Business Analytics, Data Cleansing, Data Literacy, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: SQL, 描述性统计, 探索性数据分析, JSON, 统计分析, Apache Spark, 数据建模, 数据库, 数据管道, 数据质量, 数据叙事, 数据库设计, 同行评审, 分布式计算, 数据可视化, 解决复杂问题, 演讲, Data Governance, 数据湖, 数据分析
初级 · 专项课程 · 3-6 个月

您将获得的技能: Sampling (Statistics), Descriptive Statistics, Statistical Hypothesis Testing, Data Analysis, Probability Distribution, Statistics, Data Science, Statistical Analysis, A/B Testing, Statistical Methods, Probability, Statistical Inference, Statistical Programming, Python Programming, Technical Communication
高级设置 · 课程 · 1-3 个月

您将获得的技能: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
初级 · 专项课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Marketing Effectiveness, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 统计分析, 回归分析, 概率与统计, 机器学习, 数据建模, 概率分布, 定量研究, 预测建模, 统计方法, 线性代数, 数据伦理, R 语言程序设计(中文版), 数据分析, 统计假设检验, 统计推理, 数学建模, 统计建模, 数据科学, 研究设计, 分类与回归树 (CART)
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中级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Machine Learning Algorithms, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Methods, Statistical Machine Learning, Data Cleansing, Analytics, Regression Analysis, R (Software), Statistical Software, Forecasting, Data Science, Statistical Modeling, Supervised Learning, Statistical Inference, Machine Learning
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中级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 抽样(统计), 个人身份信息, 信息隐私, 数据安全, 数据伦理, 道德标准与行为, 知情同意, 负责任的人工智能, 知识产权, Data Governance, 大数据, 数据分析, 社会学
初级 · 课程 · 1-3 个月