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: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization, Data Visualization Software, Storytelling, Infographics, Data Literacy, Data Integrity, Data Analysis, Drive Engagement, Storyboarding, Microsoft Excel, Design Elements And Principles
初级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Data Preprocessing, Exploratory Data Analysis, Data Analysis, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Exploratory Data Analysis, Decision Making, Unstructured Data, Data-Driven Decision-Making, Data Literacy, Data Management, Solution Design, Data Analysis, Needs Assessment, Requirements Analysis
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Data Validation, Power BI, 数据存储技术, 数据转换, 数据存储, 数据操作, 数据质量, 数据分析, 数据完整性, 数据导入/导出, 数据清理, 数据整合, 摘录
初级 · 课程 · 1-4 周

您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Generative AI, Responsible AI, Financial Data, Complex Problem Solving, Microsoft Copilot, ChatGPT, Data-Driven Decision-Making, Data Analysis, Financial Analysis, Business Ethics, Data Visualization Software
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计假设检验, 数据可视化软件, 回归分析, 预测建模, 探索性数据分析, 统计建模, 数据整理, 数据科学, 数据操作, 数据建模, Ggplot2, 数据导入/导出, R(软件), 绘图(图形), 数据分析, 数据分析软件, R 语言程序设计(中文版), 网页抓取, 数据可视化, Tidyverse(R 软件包)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Classification Algorithms, Reinforcement Learning, Applied Machine Learning, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Manipulation
中级 · 课程 · 3-6 个月

您将获得的技能: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
初级 · 指导项目 · 不超过 2 小时
您将获得的技能: Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Statistical Reporting, Statistics, Research Design, Statistical Analysis, Microsoft Excel, Research Methodologies, Research, R Programming, Data Presentation, Surveys, Data Collection, Data Ethics
中级 · 课程 · 1-4 周

University of London
您将获得的技能: 数据结构, 面向对象编程(OOP), 文件输入/输出, C 和 C++, 编程原则, C++(编程语言)
攻读学位
中级 · 课程 · 1-4 周