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。

DeepLearning.AI
您将获得的技能: Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Data Validation, Generative AI, Large Language Modeling
中级 · 项目 · 不超过 2 小时

您将获得的技能: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Big Data, Serverless Computing, Model Evaluation, Machine Learning, Exploratory Data Analysis, Time Series Analysis and Forecasting, Classification Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Data Analysis Expressions (DAX), Power BI, Pivot Tables And Charts, Microsoft Excel, R Programming, Alteryx, Dashboard, Statistical Programming, Data Transformation, Tableau Software, Data Cleansing, Data Visualization Software, Spreadsheet Software, Interactive Data Visualization, Debugging, Data Visualization, Automation, Python Programming, Data Structures, Statistical Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: Cryptography, Data Security, Encryption, Authorization (Computing), General Data Protection Regulation (GDPR), Secure Coding, Public Key Infrastructure, Authentications, Identity and Access Management, Web Development, Application Security, Web Applications, Multi-Factor Authentication, Security Strategy
初级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Data Visualization, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Wrangling, Time Series Analysis and Forecasting, Python Programming, Data Preprocessing, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月

您将获得的技能: Clinical Trials, Clinical Research, Drug Development, Patient Evaluation, Pharmaceutical Terminology, Clinical Assessment, Quantitative Research, Data Literacy, Patient-centered Care, Statistical Methods, Data Science, Statistical Analysis
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 仪表板, 交互式数据可视化, 数据可视化软件, 探索性数据分析, 数据访问, Google 云端平台, 分析, Looker (软件), 数据分析, 数据展示, 数据管理
初级 · 项目 · 不超过 2 小时

您将获得的技能: 仪表板, 商业智能, 数据可视化软件, 数据驱动的决策制定, 电子表格软件, 数据分析, 演讲, 数据叙事, Excel 公式, 大数据, Microsoft PowerPoint, 微软Excel, 客户分析, 商业分析, 数据清理, 业务咨询, 数据展示, 目标受众, 数据可视化, 分析
初级 · 专项课程 · 3-6 个月

您将获得的技能: Relational Databases, Power BI, Microsoft Azure, NoSQL, Cloud Deployment, Databases, Database Architecture and Administration, Data Integration, Data Visualization Software, SQL, Database Management Systems, Data Storage, Data Modeling, Data Warehousing, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Cloud Hosting, Cloud Security, Firewall
初级 · 课程 · 1-4 周

您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
初级 · 课程 · 1-4 周

您将获得的技能: AWS Kinesis, Data Engineering, Amazon Redshift, Apache Kafka, Cloud Computing Architecture, Data Lakes, Real Time Data, Amazon Elastic Compute Cloud, Data Management, Apache Hive, Data Visualization Software, Cloud Storage, Amazon S3, Data Integration, Data Architecture, Data Migration, Performance Tuning, Serverless Computing, Database Architecture and Administration, AWS Identity and Access Management (IAM)
中级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: C++(编程语言), 数据结构, 面向对象编程(OOP), 面向对象设计, 开发环境, 计算机编程, 调试, 计划发展, 工程软件
中级 · 课程 · 1-4 周