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: 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
Rice University
您将获得的技能: 商业分析, 统计假设检验, 统计方法, 数据分析, 模型评估, 回归分析, 估算, 统计推理, 微软Excel, 统计建模, 统计分析
混合 · 课程 · 1-4 周

Microsoft
您将获得的技能: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Workflow Management, Data Preprocessing, Data Quality, Statistical Analysis, Data Transformation
初级 · 专业证书 · 3-6 个月

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

Universitat Politècnica de València
您将获得的技能: Pandas (Python Package), Matplotlib, Seaborn, Data Visualization, Data Visualization Software, Time Series Analysis and Forecasting, Statistical Visualization, Box Plots, Statistical Analysis, Exploratory Data Analysis, Data Analysis, Data Manipulation, Scatter Plots, Histogram, Data Structures, Python Programming
中级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: Generative AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, LLM Application, Machine Learning, Natural Language Processing, Innovation, Critical Thinking
初级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: Python 程序设计, Prompt Engineering, 调试, 批判性思维, 面向对象编程(OOP), 大型语言模型, 生成式人工智能, 计算机编程, 生成模型架构, 语义网, 人工神经网络
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据预处理, 卷积神经网络, 计算机视觉, 迁移学习, 深度学习, PyTorch(机器学习库), 张力流, 图像分析, 人工神经网络, Keras(神经网络库)
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, 机器学习, 分类算法, 回归分析, 模型评估, 决策树学习, 预测建模, 功能工程, 应用机器学习, 无监督学习, Scikit-learn (机器学习库), 监督学习, 随机森林算法, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周

您将获得的技能: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
中级 · 指导项目 · 不超过 2 小时