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: Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Business Modeling, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Data Ethics, Scenario Testing, Forecasting, Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Scikit Learn (Machine Learning Library), Python Programming, Regression Testing
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 卷积神经网络, 数据预处理, 人工神经网络, 计算机视觉, 迁移学习, 深度学习, PyTorch(机器学习库), 张力流, Keras(神经网络库), 图像分析
中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月

您将获得的技能: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
中级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 数据驱动的决策制定, 模型评估, AI 工作流程, AI 产品战略, 人工智能和机器学习(AI/ML), 调试, 迁移学习, 深度学习, 机器学习, 应用机器学习, 性能调整
初级 · 课程 · 1-4 周
University of California, Davis
您将获得的技能: 散点图, 预测, 地理空间制图, 分析, 交互式数据可视化, 透视表和图表, 数据可视化软件, 高级分析, 数据叙事, 热图, Tableau 软件, 数据可视化, 柱状图, Data Analysis 表达式(DAX), Tree 地图, 数据映射
初级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Marketing Effectiveness, Marketing Planning, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Presentations, Dashboard, Performance Reporting, Data Quality
初级 · 课程 · 1-4 周
DeepLearning.AI
您将获得的技能: 生成式人工智能, 预测建模, 卷积神经网络, 时间序列分析和预测, 模型评估, 嵌入, 数据预处理, 预测, 计算机视觉, 自然语言处理, 人工神经网络, 分类算法, 递归神经网络 (RNN), 深度学习, 迁移学习, 应用机器学习, Keras(神经网络库), 图像分析, 张力流, 机器学习
中级 · 专业证书 · 3-6 个月

您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Scripting, Servers, Security Controls, Data Pipelines, Application Performance Management, System Monitoring, Data Infrastructure, Windows Servers, Network Troubleshooting, Distributed Computing, Systems Administration, System Configuration, Data Management, Security Information and Event Management (SIEM), Configuration Management, Debugging, Performance Improvement
初级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: Apache Hadoop, Big Data, Data Science, Scalability, Data Processing, Data Analysis, Distributed Computing, Data Quality, Virtual Machines
混合 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Prompt Engineering, Excel Formulas, Microsoft Copilot, Microsoft Excel, Data Visualization, Data Analysis, Data Entry, Data Presentation, Spreadsheet Software, Data Manipulation, User Interface (UI)
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: R 语言程序设计(中文版), 技术交流, 探索性数据分析, 数据分析, Knitr, 版本控制, 数据共享, Rmarkdown, 统计报告, 统计分析, Data Validation
混合 · 课程 · 1-4 周