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。

您将获得的技能: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
中级 · 指导项目 · 不超过 2 小时

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, Business Analytics, ChatGPT, User Feedback, Analytics, Self Service Technologies, Generative AI, Predictive Analytics, Consumer Behaviour, Real Time Data, Automation
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Google 云端平台, 非结构化数据, R 语言程序设计(中文版), 临床数据管理, 自然语言处理, 健康信息学, 临床文件, 数据处理, 临床信息学, 文本挖掘
中级 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Star Schema, Data Modeling, Tableau Software, Interactive Data Visualization, Business Intelligence, Extract, Transform, Load, Dashboard, Performance Tuning, Technical Analysis, Database Design, Data Visualization Software, Data Warehousing, Market Data, Data Transformation, Data Presentation, Investment Banking, Exploratory Data Analysis, Tree Maps, Data Storytelling, Data Visualization
高级设置 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 拥抱的脸, 大型语言模型, 模型部署, 自然语言处理, 深度学习, Prompt Engineering, 生成式人工智能, 生成模型架构, IBM 云, OpenAI
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, 数据科学, 模型评估, 分类算法, 无监督学习, 回归分析, 监督学习, 深度学习, 强化学习, 人工智能, 预测建模, 应用机器学习
初级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Matplotlib, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Preprocessing, Natural Language Processing, Machine Learning, Unstructured Data, Data Analysis, Data Manipulation, Python Programming, Computer Science
中级 · 指导项目 · 不超过 2 小时

Scrimba
您将获得的技能: Vibe coding, AI Workflows, Software Installation, Agentic Workflows, Code Review, System Configuration, Computer Programming Tools, Debugging, Prompt Engineering, Web Development Tools, Software Development, User Interface (UI), Web Development
中级 · 课程 · 1-3 个月

您将获得的技能: Real Time Data, Dataflow, Data Pipelines, Dashboard, Google Cloud Platform, Data Processing, Data Transformation, Scalability, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Process Capability, Statistical Analysis, Data Analysis, Project Management, Six Sigma Methodology, Statistics, Work Breakdown Structure, Lean Six Sigma, Process Analysis, Data Collection, Project Scoping, Performance Measurement, Customer experience improvement, Quality Improvement, Quality Control
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 模型部署, 分类算法, 无监督学习, 机器学习, 回归分析, 人工智能, 人工智能和机器学习(AI/ML), 监督学习, MLOps(机器学习 Operator), 微软 Azure, 应用机器学习, 预测建模, 无代码开发
初级 · 课程 · 1-4 周

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
中级 · 课程 · 3-6 个月