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: 概率与统计, 应用数学, 人工智能, 数据扫盲, 统计分析, 理论计算机科学, 统计推理, 抽样(统计), 统计方法, 概率分布, 统计
攻读学位
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Sheets, Query Languages, Spreadsheet Software, Data Manipulation, Data Transformation, Data Cleansing, Excel Formulas, Data Management, Data Analysis, Cloud Computing
中级 · 项目 · 不超过 2 小时

您将获得的技能: Microsoft Excel, Dashboard, Data Visualization, Spreadsheet Software, Data Presentation, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Performance Analysis, Automation
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 网页抓取, 数据收集, 还原式 API, Python 程序设计, 数据结构, 应用编程接口 (API), 数据转换, 数据处理, 数据操作, JSON, 数据持久性
中级 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Exploratory Data Analysis, Feature Engineering, Dashboard, Interactive Data Visualization, Model Evaluation, Data Visualization, Data Pipelines, Project Documentation, Solution Delivery, Amazon Web Services, Data Analysis, Data Integration, Cloud Development, Technical Documentation, Business Intelligence, Cloud Infrastructure, Technical Communication, Automation, Project Management
初级 · 课程 · 1-3 个月
您将获得的技能: AI Personalization, Marketing Analytics, A/B Testing, Marketing Strategies, Product Marketing, Marketing, Advertising Campaigns, Performance Measurement, Marketing Automation, Generative AI, Target Audience, Google Ads, Predictive Analytics, AI Enablement, ChatGPT, Analytics, Automation
初级 · 课程 · 1-4 周

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

您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Time Series Analysis and Forecasting, Data Import/Export, Jupyter, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, NumPy, Data Cleansing, Data Preprocessing
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus
中级 · 课程 · 1-3 个月

University of London
您将获得的技能: Correlation Analysis, Predictive Modeling, Data Collection, Regression Analysis, Data Science, Applied Machine Learning, Forecasting, Data Analysis, Statistical Modeling, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Exploratory Data Analysis, Feature Engineering, Model Evaluation
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Power BI, Data-Driven Decision-Making, Data Analysis, Data Literacy, Business Intelligence, Data Processing, Data Collection, Business Analytics, Data Transformation, Data Visualization Software, Data Management
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis
中级 · 课程 · 1-4 周