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。

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
初级 · 课程 · 1-3 个月

您将获得的技能: Data Management, Data Manipulation
中级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
初级 · 指导项目 · 不超过 2 小时

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)
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: MLOps(机器学习 Operator), 云部署, 模型评估, Devops, 拥抱的脸, 云计算, Docker (软件), 集装箱化, 迁移学习, GitHub, 模型部署, CI/CD, 机器学习软件, 微软 Azure
高级设置 · 课程 · 1-4 周

Packt
您将获得的技能: Stata, STATA (Software), Scripting, Graphing, Data Visualization Software, Data Manipulation, Statistical Methods, Data Analysis, Data Management, Statistical Programming, Data Presentation, Debugging, Data Import/Export, Data Integrity
初级 · 课程 · 1-3 个月

您将获得的技能: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Content Performance Analysis, Data-Driven Decision-Making, Analytics, Performance Reporting, Driving engagement, Key Performance Indicators (KPIs), Performance Metric, Customer Insights, AI Personalization, Performance Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Responsible AI, Auditing, Compliance Auditing, AI Security, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Business Transformation, Machine Learning Methods
中级 · 课程 · 1-4 周

您将获得的技能: Web Analytics, Customer Analysis, Product Management, Analytics, Business Analytics, Business Analysis, Usability Testing, Analysis, Root Cause Analysis, User Flows, Advanced Analytics, Performance Analysis, Data Storytelling, Performance Metric, Consumer Behaviour, User Story, Key Performance Indicators (KPIs), Statistical Analysis, Data Collection, Data Capture
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 负责任的人工智能, 道德标准与行为, 风险, 个人身份信息, Regulation and Legal Compliance, 商业道德, 商业风险管理, 知识产权, 数据安全, 数据伦理, 生成式人工智能, AI 安全
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Web Applications, Object Oriented Programming (OOP), Application Development, Python Programming, Computer Programming, Programming Principles, Data Science, Data Analysis, Scripting, Data Structures, Debugging, Style Guides, Software Documentation
初级 · 课程 · 1-4 周
University of Maryland, College Park
您将获得的技能: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics
中级 · 课程 · 1-3 个月