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。

您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, AI Enablement, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据操作, 数据分析, 嵌入, 数据预处理, 降维, OpenAI 应用程序接口, 生成式人工智能, AI 个性化服务, Python 程序设计, 数据可视化, OpenAI, 探索性数据分析
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Supervised Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Machine Learning Algorithms, Transfer Learning, Text Mining, Model Evaluation, Data Manipulation, Marketing Analytics, Python Programming, Google Cloud Platform, Classification Algorithms, Artificial Neural Networks, Performance Metric
攻读学位
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Generative AI Agents, Agentic systems, Agentic Workflows, Generative AI, Email Automation, Prompt Engineering, Make.com, AI Workflows, ChatGPT, Expense Management, Expense Reports, Workflow Management, Artificial Intelligence, Google Sheets, Travel Arrangements, Natural Language Processing
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Data Ethics, AI Security, Generative AI, Artificial Intelligence, AI Product Strategy, Machine Learning, Model Evaluation, Information Privacy
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 负责任的人工智能, 大型语言模型, 商业策略, 教育软件和技术, 自动化, 创新, 企业架构, 人工智能, 运行效率, 卓越运营, 劳动力发展, 思想引领, 生成式人工智能, 计划实施, AI 赋能, 战略规划, 数据伦理, 课程开发
初级 · 课程 · 1-4 周


Case Western Reserve University
您将获得的技能: Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Descriptive Statistics, Statistical Modeling, R Programming, Geographic Information Systems, Statistical Analysis, Probability & Statistics, Data-Driven Decision-Making, Oil and Gas, Data Analysis, Simulations, Statistical Methods, Rmarkdown, Data Cleansing, Box Plots, Plot (Graphics)
中级 · 专项课程 · 3-6 个月

Fractal Analytics
您将获得的技能: Model Context Protocol, AI Security, Threat Modeling, AI Workflows, Secure Coding, LLM Application, Enterprise Architecture, Generative AI Agents, Security Controls, Interoperability, Agentic systems, Generative AI
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: 模型评估, 分类算法, 计算机视觉, 人工智能和机器学习(AI/ML), 机器学习, 数据预处理, Matlab, 深度学习, Machine Learning 方法, 图像分析, Data Validation, 机器学习算法
初级 · 课程 · 1-4 周