数据处理课程可以帮助您学习数据清洗、转换技术和探索性数据分析。您可以掌握使用函数进行数据聚合、过滤数据集和有效实现信息 Visualization 的技能。许多课程都会介绍 Python、R 和 SQL 等工具,这些工具支持处理大型数据集和执行复杂的分析。您还将探索 Pandas 和 NumPy 等库,它们可简化数据处理任务,提高您从原始数据中获得洞察力的能力。

您将获得的技能: Data Integration, Data Import/Export, NumPy, Data Manipulation, Data Preprocessing, Pandas (Python Package), Data Pipelines, Data Transformation, Extract, Transform, Load, Data Cleansing
初级 · 课程 · 1-4 周

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: Data Cleansing, Data Integrity, Data Manipulation, Sampling (Statistics), Sample Size Determination, Data Quality, Data Analysis, SQL, Data Validation, Data Transformation, Spreadsheet Software, Statistical Reporting
初级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Digital Transformation, Business Ethics, Customer experience improvement, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Business Modeling, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies
中级 · 专项课程 · 3-6 个月

您将获得的技能: SQL, Database Design, Database Management, Data Analysis, Database Architecture and Administration, Data Cleansing, Data Transformation, Data Manipulation, Query Languages, Analytics, GitHub, Data Integration, AI Enablement, Git (Version Control System), Performance Tuning
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Interactive Data Visualization, Dashboard, Tableau Software, Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Business Intelligence, Data Analysis, AI Personalization, Performance Analysis, Advanced Analytics, Analytics, Analytical Skills, Business Metrics
初级 · 课程 · 1-3 个月

Meta
您将获得的技能: 统计建模, 数据结构, 探索性数据分析, Python 程序设计, 描述性统计, 数据可视化软件, 数据操作, Matplotlib, 数据科学, Pandas(Python 软件包), 数据可视化, 数据分析, 编程原则, Seaborn, 数据清理
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Data Manipulation, R Programming, Tidyverse (R Package), Text Mining, Data Wrangling, Data Transformation, Data Cleansing, Performance Tuning, Data Preprocessing
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Apache Hadoop, 数据建模, 数据管道, 机器学习, 数据操作, Apache Spark, 实时数据, 数据转换, 数据预处理, 数据处理, 星形模式, 数据整合, 数据仓库, 应用机器学习, 功能工程, 摘录
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Capacity Management, Data Analysis, Data Warehousing, Data Strategy, Data Management, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy, Solution Design, Management Reporting, Needs Assessment
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Cleansing, Database Design, Data Integration, SQL, Data Manipulation, Database Management, Relational Databases, Data Validation, Data Quality, Data Integrity, Performance Tuning
初级 · 课程 · 1-4 周

Tableau Learning Partner
您将获得的技能: 探索性数据分析, 回归分析, 散点图, 描述性统计, Tableau 软件, 箱形图, 数据操作, 数据可视化软件, 相关性分析, 统计分析, 预测分析, 数据分析, 趋势分析, 商业分析, 柱状图, 分析, 数据预处理
初级 · 课程 · 1-4 周