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: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Debugging, Data-oriented programming, Program Development, Python Programming, Data Manipulation, Data Analysis
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
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中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 概率与统计, 统计方法, 模型评估, 统计推理, 数据建模, 统计分析, 统计建模, 回归分析, 数学建模, 数据伦理, 预测建模, R 语言程序设计(中文版), 功能工程, 数据科学
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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
CertNexus
您将获得的技能: 人工智能, 信息隐私, 数据伦理, 分析技能, 商业道德, 负责任的人工智能, 战略思维, 决策, 道德标准与行为, 企业战略, 监管合规, 合规管理, 商业分析, 技术战略
初级 · 课程 · 1-3 个月

Karlsruhe Institute of Technology
您将获得的技能: 模型评估, 深度学习, 嵌入, 多种语言, 自然语言处理, 统计机器学习, 人工智能和机器学习(AI/ML), 递归神经网络 (RNN), 词汇, 人工神经网络
中级 · 课程 · 1-3 个月

您将获得的技能: Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, SQL, Data Warehousing, Query Languages, Database Architecture and Administration, Data Integrity, Power BI, Business Intelligence, Performance Tuning, Generative AI
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Customer Success Management, Generative AI Agents, Customer Service, AI Enablement, Customer Support, Customer experience improvement, AI Personalization, Customer Engagement, Personalized Service, Data Ethics, Automation, Business Ethics, Information Privacy, Systems Integration
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Make.com, Email Automation, DeepSeek API, Deepseek, Workflow Management, AI Workflows, No-Code Development, User Interface (UI), LLM Application, Operational Efficiency, Human Computer Interaction, AI Enablement, Application Design, Large Language Modeling, Retrieval-Augmented Generation, Automation, Application Programming Interface (API), Natural Language Processing, Prompt Engineering, Debugging
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: 模型评估, Google 云端平台, 计算机视觉, 深度学习, 数据预处理, 张力流, 迁移学习, 功能工程, 卷积神经网络, 应用机器学习, 分类算法, 人工神经网络, 图像分析
高级设置 · 课程 · 1-3 个月

您将获得的技能: Vector Databases, AI Personalization, Embeddings, Hugging Face, MongoDB, NoSQL, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Database Design, Database Management, Apache Cassandra, Text Mining, Artificial Intelligence, Machine Learning, Data Science
中级 · 专项课程 · 1-3 个月