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。

University of California San Diego
您将获得的技能: Apache Hadoop, Big Data, Data Science, Scalability, Data Processing, Data Analysis, Distributed Computing, Data Quality, Virtual Machines
混合 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Power BI, Microsoft Azure, Microsoft Copilot, Business Intelligence, Data Architecture, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment
高级设置 · 课程 · 1-4 周

Universitat Politècnica de València
您将获得的技能: Seaborn, Pandas (Python Package), Matplotlib, Data Visualization, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Box Plots, Scatter Plots, Histogram, Data Manipulation, Statistical Analysis, Time Series Analysis and Forecasting, Python Programming
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据可视化软件, 数据操作, 数据清理, 数据预处理, 面向对象编程(OOP), 网页抓取, 单元测试, 交互式数据可视化, 调试, R 语言程序设计(中文版), 数据地图, 可视化(计算机制图), Open Source 技术, 传单(软件), 软件文档, 数据可视化, Tidyverse(R 软件包), 技术文档, Ggplot2, 软件包和软件管理
初级 · 专项课程 · 3-6 个月

您将获得的技能: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI Workflows, LLM Application, Machine Learning, Natural Language Processing, Innovation, Critical Thinking
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据分析, Scikit-learn (机器学习库), 机器学习, 文本挖掘, 机器学习算法, 数据预处理, 降维, 无监督学习, Algorithm, 大数据, 功能工程, 数据科学
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Generative AI, LangChain, OpenAI API, Ideation, Verification And Validation, Data Presentation, AI Workflows, LLM Application, Productivity, OpenAI, AI Personalization, Document Management, Responsible AI, AI Enablement, Software Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 数据处理, 趋势分析, 网页抓取, 自然语言处理, 人工智能, 研究方法, 网络分析, 社交网络分析, AI 赋能, 数据科学, 大数据, 社会科学, 模拟, 社会学, 系统思考, 数据伦理, 代理系统, 数据整理, 数据库, 研究
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Storytelling, Dashboard, Data Visualization, Key Performance Indicators (KPIs), System Monitoring, Performance Analysis, Business Intelligence, Data Visualization Software, Performance Metric, Continuous Monitoring, Budget Management, Cost Management, Decision Making
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Statistics, Persuasive Communication, Databases, Database Design, Innovation
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Logistic Regression, Supervised Learning, Applied Machine Learning, Model Evaluation, Data Modeling
中级 · 课程 · 1-3 个月