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。
Duke University
您将获得的技能: SQL, 仪表板, 业务沟通, 业务流程改进, 商业分析, 业务指标, 数据可视化软件, 大数据, 微软Excel, 数据叙事, 数据库设计, 预测建模, 数据分析, MySQL, Tableau 软件, 关系数据库, 分析, 数据可视化, 预测分析
初级 · 专项课程 · 3-6 个月
您将获得的技能: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Application Deployment, Model Evaluation, Real Time Data, Exploratory Data Analysis, Engineering
中级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Responsible AI, A/B Testing, Design Thinking, Ideation, Generative AI, UI/UX Research, Data Ethics, Experience Design, Innovation, User Research, Data Storytelling, Dashboard, User Feedback, Data Analysis, AI Enablement, Artificial Intelligence, Prompt Engineering, Critical Thinking, Business Consulting, Problem Solving
初级 · 专项课程 · 1-3 个月

您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 模型评估, 统计推理, 概率与统计, 数据分析, 统计建模, 统计分析, 回归分析, 逻辑回归
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 文本挖掘, 数据预处理, 嵌入, Algorithm, 概率与统计, 统计建模, 自然语言处理, 马尔可夫模型, Machine Learning 方法, 人工神经网络
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: R 语言程序设计(中文版), 数据可视化软件, 数据分析, 编程原则, 统计编程, 数据转换, Tidyverse(R 软件包), Rmarkdown, 数据可视化, 数据操作, Ggplot2, 软件安装
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据驱动的决策制定, Data Governance, 数据建模, 流程改进, 数据战略, 分类学, 数据管道, 冲刺计划, 业务重点, 数据质量, 数据管理, Data Management, 数据转换, 元数据管理, 冲刺回顾, 数据扫盲, 数据整合
初级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, AI Security, Prompt Engineering, Generative AI, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, System Monitoring, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis
中级 · 课程 · 1-4 周
Google Cloud
您将获得的技能: 创新, Data Governance, 数据伦理, 机器学习, 模型评估, 数据战略, Google 云端平台, AI 赋能, 应用机器学习, 模型部署, 商业分析, 负责任的人工智能, 图像分析, 可行性研究
初级 · 课程 · 1-3 个月