大数据课程
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。
热门 Big Data 课程和认证
状态：免费试用CertNexus
您将获得的技能: 描述性统计, AI 工作流程, 统计分析, 模型评估, 流程管理, 机器学习算法, 预测建模, 数据分析, 模型部署, 功能工程, 数据预处理, 机器学习, 人工智能和机器学习（AI/ML）, 应用机器学习, 数据收集, 数据清理
状态：免费试用您将获得的技能: Responsible AI, Risk Analysis, Risk Management, Generative AI, Root Cause Analysis, Data-Driven Decision-Making, Analysis, Strategic Decision-Making, Trend Analysis, Scenario Testing, Strategic Thinking, Data Ethics, Strategic Planning, Artificial Intelligence
状态：免费DeepLearning.AI
您将获得的技能: 图论, 矢量数据库, LangChain, 检索-增强生成, 大型语言模型, Prompt Engineering, 数据存储, 非结构化数据, LLM 申请, 嵌入, Query 语言, 语义网
状态：预览Simplilearn
您将获得的技能: Email Automation, Marketing Automation, OpenAI API, Business Process Automation, AI Workflows, ChatGPT, Automation, Performance Tuning, Workflow Management, Generative AI, Scalability, Process Optimization, Operational Efficiency, Real Time Data, Social Media Content, Application Programming Interface (API), Content Creation
状态：免费您将获得的技能: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Predictive Analytics, R Programming, Data Analysis, Statistical Analysis, Data Cleansing, Applied Machine Learning, Data Manipulation, Tidyverse (R Package), Classification Algorithms, Risk Modeling, Data Preprocessing, Machine Learning
状态：免费试用Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Science, Logistic Regression, Data Analysis, Probability & Statistics, Linear Algebra
状态：免费试用Google Cloud
您将获得的技能: Looker (Software), Ad Hoc Analysis, Dashboard, Data Analysis, Exploratory Data Analysis, Data Literacy, Database Application
状态：预览National Taiwan University
您将获得的技能: Reinforcement Learning, Theoretical Computer Science, Supervised Learning, Classification Algorithms, Model Evaluation, Machine Learning, Artificial Neural Networks, Artificial Intelligence, Deep Learning, Decision Tree Learning, Algorithms, Convolutional Neural Networks, Network Architecture
状态：预览Vanderbilt University
您将获得的技能: Workflow Management, AI Enablement, Constructive Feedback, Generative AI, Large Language Modeling, Artificial Intelligence, Automation, Responsible AI, Technical Communication, Project Management, Data Ethics, Communication Strategies, Data-Driven Decision-Making, Data Science
状态：免费Amazon Web Services
您将获得的技能: Generative AI, Business Metrics, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Intelligence, Model Deployment, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, AI Product Strategy, Business Solutions
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率分布, 预测建模, R 语言程序设计（中文版）, 模型评估, 统计建模, 统计方法, 回归分析, 逻辑回归, 数据分析, 线性代数, 数据伦理, 机器学习, 微积分, 统计推理, 数学建模
状态：免费试用Imperial College London
您将获得的技能: 模型评估, 张力流, 数据管道, 深度学习, 迁移学习, 卷积神经网络, 嵌入, 自然语言处理, 递归神经网络 (RNN), Keras（神经网络库）
与 big data 相关的搜索
总之，以下是 10 最受欢迎的 big data 课程
- 遵循机器学习工作流程: CertNexus
- Scenario and Root Cause Analysis with Generative AI: Microsoft
- RAG 知识图谱: DeepLearning.AI
- Workflow Automation using Generative AI: Simplilearn
- Build and deploy a stroke prediction model using R: Coursera
- Linear Regression: Illinois Tech
- Using Custom Fields in Looker Explores: Google Cloud
- 人工智慧：機器學習與理論基礎 (Artificial Intelligence - Learning & Theory): National Taiwan University
- Integrating Generative AI into Project Management: Vanderbilt University
- Exploring Artificial Intelligence Use Cases and Applications: Amazon Web Services
