Data Lake 课程可以帮助您学习数据摄取、存储管理、数据处理和解析技术。您可以掌握数据治理、模式设计和优化查询性能方面的技能。许多课程会介绍 Apache Hadoop、Amazon S3 和 Apache Spark 等工具,演示这些技术如何支持高效的数据处理和分析。您还将探索数据架构、ETL 流程和数据安全等关键主题,掌握有效管理大型数据集的实用知识。
您将获得的技能: Exploratory Data Analysis, Data Visualization, Data Literacy, Data-Driven Decision-Making, Data Presentation, SAS (Software), Data Storytelling, Trend Analysis, Data Manipulation, Data Analysis, Data Quality, Data Preprocessing, Analysis, Analytics, Interactive Data Visualization, Technical Communication, Data Ethics, Data Visualization Software, Analytical Skills, Data Cleansing
初级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 模型部署, 数据故事, 数据科学, 业务要求, 数据预处理, 数据建模, Jupyter, 决策树学习, 模型评估, 数据挖掘, 业务分析, 数据清理, 数据分析
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 相关性分析, 概率, 描述性统计, 统计假设检验, 回归分析, 分析, 研究, 研究设计, 同行评审, 定量研究, 概率分布, 统计资料, 数据可视化, 数据扫盲, 逻辑回归, 抽样(统计), 撰写报告, 数据分析, 创建调查
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Ethics, Data Analysis, Data Literacy, Data Security, Google Sheets, Databases, Data Storage, Data Quality, Data Management, Data Collection, SQL, Data Import/Export, Metadata Management, Unstructured Data
初级 · 课程 · 1-3 个月

S.P. Jain Institute of Management and Research
您将获得的技能: Descriptive Statistics, Data Analysis, Analytics, Quantitative Research, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Regression Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, Business Analysis, Microsoft Excel, Variance Analysis, Statistical Inference
初级 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月

Packt
您将获得的技能: NumPy, Time Series Analysis and Forecasting, Scikit Learn (Machine Learning Library), Pandas (Python Package), Matplotlib, Data Analysis, Predictive Analytics, Data Visualization, Database Management, Applied Machine Learning, Scientific Visualization, Data Manipulation, Data Science, Statistics, Python Programming, Statistical Analysis, Data Wrangling, Big Data, NoSQL, Data Preprocessing
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Professional Networking, Data Visualization Software, Looker (Software), Technical Communication, Power BI, Stakeholder Engagement, Interviewing Skills
初级 · 课程 · 1-4 周
Johns Hopkins University
您将获得的技能: 数据驱动决策, 组织领导力, 数据管理, 数据科学, 面试技巧, 交流, 工作流程管理, 团队激励, 数据质量, 分析技能, 数据分析, 领导能力, 项目管理, 团队管理, 数据展示, 数据战略, 员工入职, 技术交流, 统计报告, 探索性数据分析
初级 · 专项课程 · 1-3 个月

您将获得的技能: A/B Testing, Sampling (Statistics), Data Analysis, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Advanced Analytics, Probability Distribution, Statistical Inference, Data Science, Probability, Jupyter, Python Programming
高级设置 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Data Storytelling, Google Sheets, Data Visualization, Spreadsheet Software, Large Language Modeling, Data Literacy, Data Visualization Software, Business Analysis, Requirements Analysis, Data Analysis, Analytics, Exploratory Data Analysis, Data-Driven Decision-Making, Trend Analysis, Data Transformation, Stakeholder Engagement
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Matplotlib, 数据可视化软件, 无监督学习, 机器学习算法, Python 编程, 机器学习, 预测建模, Scikit Learn(机器学习库), Tableau 软件, 文本挖掘, Seaborn, 数据扫盲, 数据展示, 数据预处理, 模型评估, 数据可视化, 查询语言, Pandas(Python 软件包), 探索性数据分析, 时间序列分析和预测
攻读学位
中级 · 专项课程 · 3-6 个月