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。

IBM
您将获得的技能: 数据科学, 数据收集, 数据分析, 机器学习, 仪表板, 数据展示, 绘图(图形), 数据可视化, 网络抓取, 数据导入/导出, NumPy, 探索性数据分析, 数据汇编, 仪表板创建, Plotly, 交互式数据可视化, 数据故事, 数据可视化软件, Python 编程, 数据整理
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初级 · 专项课程 · 3-6 个月

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

University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Management, Data Manipulation, Database Design, Data Transformation, Data Wrangling, Query Languages, Data Modeling, Database Systems, Data Literacy, Relational Databases, Data Processing, Data Analysis, Descriptive Statistics
初级 · 课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Data Visualization, Model Evaluation, Data Import/Export, Matplotlib, Exploratory Data Analysis, Data Presentation, Data Science, Plot (Graphics), Regression Analysis, Financial Data, Data Analysis, Business Analytics, Data Cleansing, Machine Learning Algorithms, Correlation Analysis, Advanced Analytics, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Applied Machine Learning, Jupyter, Data Processing, Predictive Modeling, Machine Learning, Model Training, Data Manipulation, Data Preprocessing, Data Science, Model Evaluation, Model Optimization, Data Analysis, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Shiny (R Package), PyTorch (Machine Learning Library), Dashboard, Dashboard Creation, Python Programming, Interactive Data Visualization, Data Visualization, Data Visualization Software, Pandas (Python Package), Image Analysis, Applied Machine Learning, AI Workflows, Machine Learning Methods, Data Science, Computer Programming, Web Frameworks, Application Development, UI Components, Web Development Tools, User Interface (UI)
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 数据科学, 数据分析, 统计分析, 实验, 统计假设检验, 数据伦理, R 程序设计, 统计建模, 相关性分析, 回归分析, 预测建模, 统计编程, 一般科学与研究, R(软件), 概率与统计, 研究设计, 预测分析, 统计软件, 统计推理, 统计方法
攻读学位
中级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: 数据科学, 数据分析, 无监督学习, 监督学习, 数据伦理, 机器学习方法, 查询语言, R 程序设计, 数据展示, 模型评估, 模型培训, 数据可视化, 大数据, Model Evaluation, 数据库系统, 数据流, 科学可视化, 关系数据库, Python 编程, 统计可视化, 功能工程
中级 · 专项课程 · 3-6 个月

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

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, Statistical Programming, Histogram, Statistical Analysis, Database Application, Database Software, Integrated Development Environments, Python Programming
初级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, R (Software), Web Scraping, Ggplot2, Model Evaluation, Statistical Reporting, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
初级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: Matplotlib, Pandas (Python Package), Plot (Graphics), NumPy, Data Cleansing, Data Structures, Scientific Visualization, Data Visualization Software, Predictive Analytics, Data Visualization, Statistical Visualization, Debugging, Data Presentation, Data Manipulation, Code Reusability, Object Oriented Programming (OOP), Python Programming, Simulations, Predictive Modeling, Data Analysis
初级 · 专项课程 · 3-6 个月