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。

您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Analysis Expressions (DAX), Power BI, Dashboard, Pivot Tables And Charts, Data Transformation, Data Visualization Software, Interactive Data Visualization, Data Modeling, Data Presentation, Data Manipulation, Business Intelligence, Microsoft Excel, Microsoft Power Platform, Report Writing, Data Cleansing
中级 · 课程 · 3-6 个月

您将获得的技能: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: 生成对抗网络 (GAN), Python 程序设计, 生成式人工智能, 深度学习, 探索性数据分析, 异常检测, 张力流, 数据预处理, 降维, 数据综合, 欺诈检测, 数据可视化, Keras(神经网络库)
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: MySQL, SQL, MySQL Workbench, Query Languages, Descriptive Statistics, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Microsoft SQL Servers, Data Security, Microsoft Azure, Cloud Security, Database Management, Data Management, Data Access, Role-Based Access Control (RBAC)
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Customer Analysis, Regional Sales, Sales, Data Analysis Software, Data Analysis, Query Languages, Trend Analysis, Databases, Customer Insights, Performance Analysis, Market Opportunities, Product Assortment
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Computational Thinking, Algorithms, Program Development, Software Development, Software Engineering, Programming Principles, Data Structures, Computer Programming, Javascript, Computer Science, Web Development
中级 · 课程 · 1-4 周

您将获得的技能: Data Validation, Microsoft Excel, Spreadsheet Software, Data Entry, Data Integrity, Microsoft Office
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Data Processing, SQL, Google Cloud Platform, Analytics, Jupyter, Java, JSON
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据管理, 数据库, 数据流, Google 云端平台, 数据库管理员, 数据导入/导出, 数据存储技术, 数据库架构与管理, 云 API
初级 · 项目 · 不超过 2 小时

University of Minnesota
您将获得的技能: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Systems Thinking, Statistical Software, Data Analysis, Box Plots, Data Ethics, Substance Abuse, Research Methodologies, Correlation Analysis, Scatter Plots, Environmental Monitoring
初级 · 专项课程 · 3-6 个月