您将获得的技能: 概率与统计, 描述性统计, Matplotlib, 回归分析, 统计分析, 数据操作, 散点图, Python 程序设计, 相关性分析, 统计方法, 数据可视化, R 语言程序设计（中文版）, 数据清理, 统计假设检验, 数据分析, Pandas（Python 软件包）

您将获得的技能: 图论, 无监督学习, 可扩展性, 数据库设计, 分析, 数据管理, Data Management, 分布式计算, Query 语言, 大数据, 计算平台, 网络分析, Algorithm

您将获得的技能: 统计分析, 斯塔塔, 抽样（统计）, Data Validation, 数据质量, 统计建模, 创建调查, 样本量的确定, 数据伦理, 定性研究, 数据收集, STATA （软件）, 数据整合, 研究设计, 数据分析, R 语言程序设计（中文版）, 面试技巧, 调查, 数据清理, R（软件）

您将获得的技能: Flask（网络框架）, 数据可视化软件, 数据处理, 机器学习, Data Validation, 网页抓取, Python 程序设计, 机器学习算法, 交互式数据可视化, 数据操作, 预测建模, 应用机器学习, 验证和确认, 功能工程, 数据可视化, 设计思维, 监督学习, 应用程序部署, Scikit-learn （机器学习库）, 预测分析

您将获得的技能: Prompt Engineering, Generative AI Agents, Prompt Patterns, Generative AI, Agentic systems, AI Personalization, Kubernetes, Enterprise Application Management, ChatGPT, Containerization, Docker (Software), OpenAI, LangChain, Cloud Infrastructure, Scalability, System Monitoring, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), Python Programming, Engineering

您将获得的技能: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Wrangling, Workflow Management, Scheduling, Automation, Analysis

您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning

您将获得的技能: Teradata SQL, SQL, Stored Procedure, Transaction Processing, Query Languages, Performance Tuning, Database Management, Data Manipulation, Data Architecture, Data Security, Extract, Transform, Load, Database Architecture and Administration, Data Transformation, Data Storage, Relational Databases, Solution Design, Database Management Systems, Data Import/Export, Database Design, System Implementation

您将获得的技能: Dashboard, Azure Synapse Analytics, Microsoft Azure, Transact-SQL, Microsoft SQL Servers, Data Storage, Data Presentation, Data Architecture, Performance Tuning, Query Languages, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Cloud Computing Architecture, Process Optimization, Data Modeling, System Monitoring, Scalability

您将获得的技能: Descriptive Statistics, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Forecasting, Database Application, Integrated Development Environments, Computer Networking, Python Programming

您将获得的技能: 回归分析, 监督学习, 机器学习算法, 数据操作, 深度学习, 统计方法, 数据科学, 应用机器学习, Scikit-learn （机器学习库）, 张力流, 预测分析, 预测建模, 设计思维, 功能工程, 数据清理, 分类与回归树 (CART)

您将获得的技能: Tableau Software, Data Transformation, Data Integration, SQL Server Integration Services (SSIS), Data Visualization Software, Relational Databases, Data Management, Advanced Analytics, Data Manipulation, Data Analysis, Data Cleansing, Business Intelligence, Forecasting