Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

LearnQuest
您将获得的技能: 数据可视化软件, 数据收集, 统计, 数据处理, R(软件), 描述性分析, 预测分析, 探索性数据分析, 电子表格软件, 统计分析, 数据挖掘, Query 语言, 数据可视化, 分析, SQL, 定量研究, 数据分析, 数据清理
初级 · 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

Northeastern University
您将获得的技能: Algorithm, 数据伦理, 信息隐私, 新闻学, 物联网, 法律, 数字扫盲, 个人身份信息, 新兴技术, 媒体与传播, 人工智能, 数据安全
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Matplotlib, Statistical Visualization, Seaborn, Data Visualization, Exploratory Data Analysis, Data Presentation, Plot (Graphics), Data Visualization Software, Descriptive Statistics, Data Storytelling, Pandas (Python Package), Statistical Methods, Data Analysis, Statistics, Statistical Analysis, Data Manipulation, Box Plots, Scatter Plots, Correlation Analysis, Python Programming
中级 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Database Design, Database Theory, MongoDB, Database Development, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Integrity, Performance Tuning, Diagram Design, Software Architecture, Conceptual Design
混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Verbal Communication Skills, Matplotlib, Data Science, Machine Learning
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Literacy, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Pandas (Python Package), Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Matplotlib, Machine Learning
初级 · 课程 · 1-4 周

IBM
您将获得的技能: Prompt Engineering, 数据科学, 数据伦理, 负责任的人工智能, 原型设计, 深度学习, ChatGPT, 数据综合, AI 工作流程, 机器学习, 数据预处理, 探索性数据分析, AI 赋能, 功能工程, 生成式人工智能, 预测建模, 提示模式, 数据可视化, 人工智能和机器学习(AI/ML), 数据分析
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data Transformation, Data Cleansing, Data Preprocessing, Data Presentation, Plot (Graphics), Data Visualization Software, Statistical Analysis, Seaborn, NumPy, Python Programming
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
中级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: 回归分析, 数据转换, R 语言程序设计(中文版), 数据质量, STATA (软件), 统计方法, 统计建模, 统计分析, 数据清理, 统计软件, 数据分析, R(软件), 抽样(统计)
混合 · 课程 · 1-3 个月