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。

University of Illinois Urbana-Champaign
您将获得的技能: 面向对象设计, C++(编程语言), 计算机编程, 计划发展, 数据结构, 开发环境, 工程软件, 调试, 面向对象编程(OOP)
中级 · 课程 · 1-4 周

您将获得的技能: Cryptography, Data Security, Encryption, Authorization (Computing), General Data Protection Regulation (GDPR), Secure Coding, Public Key Infrastructure, Authentications, Identity and Access Management, Web Development, Application Security, Web Applications, Multi-Factor Authentication, Security Strategy
初级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Relational Databases, Databases, Data Visualization Software, Web Scraping, Data Science, Scatter Plots, Data Manipulation, SQL, Data Processing, JSON, Application Programming Interface (API), Data Import/Export, Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Data Preprocessing, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Histogram, Data Analysis, Scatter Plots, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Software Installation
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据管道, 阿帕奇气流, 数据转换, 亚马逊云观察, 亚马逊网络服务, CI/CD, 数据质量, 数据流, 数据处理, 数据整合, Terraform, 基础设施即代码(IaC), IT 自动化, 摘录
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 客户洞察, 客户数据管理, Google 云端平台, Machine Learning 方法, 营销策略, 预测分析, 大数据, 客户分析, 营销分析, Google 双子座, Query 语言, 生成式人工智能, 数据分析, 预测
初级 · 课程 · 1-4 周

Databricks
您将获得的技能: 统计建模, 贝叶斯统计, 数据科学, 模拟, 数据库, 统计分析, Python 程序设计, 马尔可夫模型, 统计, 统计编程, 预测建模, 抽样(统计), 概率, 应用机器学习, 统计方法, 逻辑回归, 回归分析, Jupyter, 模型评估, 概率分布
初级 · 专项课程 · 1-3 个月

Tsinghua University
您将获得的技能: Data Structures, Database Design, Query Languages, Algorithms, Computer Programming
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Data Validation, Generative AI, Large Language Modeling
中级 · 项目 · 不超过 2 小时

Politecnico di Milano
您将获得的技能: Data Strategy, Data Ethics, Customer Data Management, Market Opportunities, Data Governance, Data Management, Data-Driven Decision-Making, Big Data, Customer Insights, Personally Identifiable Information, Advertising, Strategic Thinking, Business Transformation, Business Ethics, User Research, Innovation
初级 · 课程 · 1-4 周