大数据分析课程
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。
热门 Big Data Analytics 课程与认证
状态：免费试用Imperial College London
您将获得的技能: 模型评估, 深度学习, 张力流, 人工神经网络, 卷积神经网络, 数据预处理, 计算机视觉, 模型部署, Keras（神经网络库）, 迁移学习, 监督学习, 图像分析
状态：免费您将获得的技能: R Programming, R (Software), Data Visualization, Time Series Analysis and Forecasting, Interactive Data Visualization, Tidyverse (R Package), Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Forecasting, Business Strategy, Demand Planning, Data Preprocessing, Model Evaluation, Machine Learning
状态：免费试用Coursera
您将获得的技能: 人工智能, 负责任的人工智能, 生成式人工智能, 数字化转型, AI 赋能, 战略思维, Prompt Engineering, 劳动力发展, 数据伦理, 员工参与
状态：免费试用Stanford University
您将获得的技能: 概率分布, 概率与统计, 图论, 抽样（统计）, 机器学习算法, Machine Learning 方法, 统计方法, 贝叶斯网络, 统计推理, 计算思维, Algorithm, 应用机器学习, 马尔可夫模型
您将获得的技能: Data Storytelling, Data Analysis Expressions (DAX), Power BI, Statistical Reporting, Data Visualization Software, Dashboard, Pivot Tables And Charts, Microsoft Excel, Key Performance Indicators (KPIs), Data Manipulation, Business Intelligence, Cloud Services, Role-Based Access Control (RBAC), Data Integration, Data Security, Data Cleansing, Software Installation
状态：免费试用您将获得的技能: Retrieval-Augmented Generation, LLM Application, Embeddings, Vector Databases, Jupyter
状态：免费试用Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Metadata Management, R Programming, Scientific Methods, Data Quality
状态：免费试用您将获得的技能: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Statistical Analysis, Continuous Improvement Process, Data Analysis, Process Improvement, Quality Improvement, Root Cause Analysis, Data-Driven Decision-Making, Regression Analysis, Process Optimization, Correlation Analysis
状态：免费试用您将获得的技能: Model Deployment, Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, IBM Cloud, Jupyter, Docker (Software), Machine Learning, Data Science, Python Programming, Scalability, Design Thinking
状态：新状态：免费试用您将获得的技能: Prompt Engineering, Customer Insights, AI Personalization, Big Data, Keyword Research, Performance marketing, Case Studies, Customer Analysis, Google Ads, Responsible AI, Marketing Analytics, Data Presentation, AI Product Strategy, Generative AI, Email Marketing, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Predictive Analytics
状态：预览University of Michigan
您将获得的技能: 人工智能, 文化, 负责任的人工智能, 生成式人工智能, 大型语言模型, ChatGPT, Prompt Engineering, 法律, 知识产权, 数据伦理, 人工智能和机器学习（AI/ML）, 社会影响, 商业道德, 商业经济学
状态：免费试用Coursera
您将获得的技能: AI Personalization, Customer Engagement, Data-Driven Decision-Making, Customer Service, Customer experience improvement, Customer Relationship Management (CRM) Software, AI Enablement, Personalized Service, Customer Insights, Customer Retention, Business Analytics, ChatGPT, User Feedback, Analytics, Self Service Technologies, Artificial Intelligence, Generative AI, Predictive Analytics, Consumer Behaviour, Automation
总之，以下是 10 最受欢迎的 big data analytics 课程
- 开始使用 TensorFlow 2: Imperial College London
- Forecast bikeshare demand using time series models in R: Coursera
- 将 Generative AI 作为你的思想伙伴: Coursera
- 概率图形模型 2：推理: Stanford University
- Microsoft Power BI - The Complete Masterclass - 2025 EDITION: Packt
- Build RAG Applications: Get Started: IBM
- Researcher's guide to omic fundamentals: Fred Hutchinson Cancer Center
- The DMAIC Framework: Analyze, Improve, and Control Phase: SkillUp
- AI Workflow: Enterprise Model Deployment: IBM
- GenAI for Marketing and Customer Insights: Coursera
