您将获得的技能: 数据结构, 机器学习算法, Algorithm, 模型评估, 应用机器学习, 无监督学习, 统计方法, 数据可视化, 数据挖掘

您将获得的技能: 利益相关者的参与, 数据叙事, 机器学习, 探索性数据分析, 统计分析, 数据处理, 分类算法, 业务重点, 商业分析, 数据清理, 数据操作, 数据分析, 数据预处理, 无监督学习, 模型评估, 项目范围界定, Jupyter, 数据可视化, 摘录

您将获得的技能: Generative AI, Microsoft Copilot, Generative Adversarial Networks (GANs), Natural Language Processing, Data Quality, Anomaly Detection, Data Storytelling, Technical Communication, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Interactive Data Visualization, Data Pipelines, Data Cleansing, Data Visualization Software, Data Preprocessing, Data Science, Autoencoders, Critical Thinking

您将获得的技能: 商业智能, MySQL, 数据建模, 数据转换, Apache Hadoop, 商业分析, 数据整合, 大数据, 数据仓库, 预测分析, 非结构化数据, 星形模式, 数据库设计, SQL, 摘录, 数据挖掘

您将获得的技能: Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Probability Distribution, Statistical Software, Statistics, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Data Manipulation, Histogram, Taxonomy, Data Import/Export

您将获得的技能: 数据处理, Prompt Engineering, 检索-增强生成, ChatGPT, 文件管理, LLM 申请, 数据导入/导出, 大型语言模型, LangChain, 嵌入, 矢量数据库

您将获得的技能: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Apache Spark, Data Storage Technologies, Apache Hadoop, Real Time Data, Distributed Computing

您将获得的技能: Data Preprocessing, Data Visualization, Performance Tuning

您将获得的技能: 数据科学, Pandas（Python 软件包）, 绘图（图形）, Matplotlib, 软件包和软件管理, Python 程序设计, 数据操作, 数据导入/导出, NumPy, 柱状图, 数据可视化软件, Seaborn, 数据可视化

您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Database Design, Extensible Markup Language (XML), Databases, JSON, Data Processing, Data Warehousing, Distributed Computing, Data Analysis, Scalability, Case Studies, Analytics, Data Pipelines, Query Languages, Social Media, Data Cleansing, Data Integration, Social Media Content

您将获得的技能: 机器学习, 统计建模, 探索性数据分析, 预测建模, R 语言程序设计（中文版）, 统计分析, 概率与统计, 统计推理, 机器学习算法, 数据展示, 统计假设检验, Plotly, 闪亮（R 套件）, Rmarkdown, 统计机器学习, 回归分析, 交互式数据可视化, GitHub, 数据可视化, 模型评估

您将获得的技能: Sample Size Determination, Data Strategy, Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Research and Design, Version Control, Software Documentation