Big Data Analytics 课程可以帮助您学习数据挖掘、统计分析、数据可视化和预测建模。您可以掌握解释复杂数据集、做出数据驱动决策和有效沟通见解的技能。许多课程都会介绍 Apache Hadoop、Spark 和 Tableau 等工具,这些工具支持处理大型数据集和可视化趋势,让您能够在各种业务环境中应用自己的解析技能。

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Correlation Analysis, Data Analysis, Probability Distribution, Statistical Software, Statistics, Statistical Analysis, Estimation, R (Software), Data Visualization, Risk Analysis, Probability, Statistical Methods, R Programming, Return On Investment, Probability & Statistics, Problem Solving
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初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Storytelling, Dashboard, Data Presentation, Data Visualization, Database Design, MySQL, Presentations, Descriptive Statistics, Extract, Transform, Load, Business Intelligence, Data Visualization Software, IBM DB2, Tableau Software, Relational Databases, Star Schema, IBM Cognos Analytics, Interactive Data Visualization, Microsoft SQL Servers, Regression Analysis, Excel Formulas
初级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Big Data, Data Cleansing, Exploratory Data Analysis, Google Analytics, Data Integration, Data Manipulation, SQL, Database Administration
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Analytics, Advanced Analytics, Google Cloud Platform, Model Evaluation, Big Data, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data-Driven Decision-Making
中级 · 项目 · 不超过 2 小时

Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Unstructured Data, Data Management, Business Intelligence, Data Governance, Management Reporting
初级 · 课程 · 1-4 周

您将获得的技能: Tableau Software, Dashboard, Data Visualization Software, Data Visualization, R Programming, Alteryx, Statistical Programming, Data Presentation, Interactive Data Visualization, Data Cleansing, Data Storytelling, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Scatter Plots, Data Preprocessing, Data Manipulation, Data Processing, Data Transformation
中级 · 专项课程 · 3-6 个月

Università di Napoli Federico II
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Scikit Learn (Machine Learning Library), Model Evaluation
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Metadata Management, Google Cloud Platform, Data Mining, Big Data, Data Management, Cloud API
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google Cloud Platform, Data Pipelines, Data Migration, Data Lakes, Data Integration, Data Transformation, Exploratory Data Analysis, Cloud Management, Data Management, DevOps
高级设置 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: AI 产品战略, 负责任的人工智能, 数据预处理, 数据伦理, 数据驱动的决策制定, Prompt Engineering, 数据综合, 生成式人工智能, AI 赋能, 预测建模
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Visualization, Tableau Software, Matplotlib, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Visualization (Computer Graphics), Seaborn, Infographics, Heat Maps, Data Ethics, Text Mining, Data Mapping, Network Analysis
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中级 · 课程 · 1-3 个月

IBM
您将获得的技能: IBM Cognos 分析, 仪表板, 数据管道, 数据架构, 数据建模, 数据仓库, 星形模式, 数据转换, MySQL, SQL, PostgreSQL, 统计报告, 数据库设计, IT 自动化, 摘录, Data Mart
中级 · 课程 · 1-3 个月