数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具,如 Pandas 和 NumPy 等 Python 库,以及 OpenRefine 等软件,这些工具支持高效执行数据分析任务并确保数据质量,以便进行分析。

您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Strategic Decision-Making, Product Management, Customer Insights, Data Analysis, Forecasting, A/B Testing, Business Analytics, Analytics, Prioritization, Statistical Analysis, Business Metrics, User Research, Customer Retention, Machine Learning Methods, Root Cause Analysis, Statistical Methods, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

Universidad Austral
您将获得的技能: Microsoft Excel, Spreadsheet Software, Excel Formulas, Data Analysis, Data Visualization, Data Entry, Productivity Software, Presentations, Data Management, Financial Analysis
初级 · 课程 · 1-3 个月
DeepLearning.AI
您将获得的技能: 计算机视觉, 数据预处理, 张力流, 递归神经网络 (RNN), 时间序列分析和预测, 自然语言处理, 深度学习, 人工神经网络, 卷积神经网络, 模型评估, 预测建模, 应用机器学习, 生成式人工智能, 机器学习, 嵌入, 分类算法, 预测, Keras(神经网络库), 迁移学习, 图像分析
中级 · 专业证书 · 3-6 个月

您将获得的技能: Stakeholder Engagement, Business Intelligence, Stakeholder Communications, Data-Driven Decision-Making, Dashboard, Business Analytics, Real Time Data, Data Integration, Data Modeling, Data Storytelling, Project Design, Data Analysis, Key Performance Indicators (KPIs), Business Process Improvement, Business Process, Project Implementation, Data Pipelines
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Dashboard, Data Visualization, Key Performance Indicators (KPIs), System Monitoring, Performance Analysis, Data Visualization Software, Business Intelligence, Performance Metric, Continuous Monitoring, Budget Management, Cost Management, Decision Making
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据预处理, 张力流, 深度学习, 模型评估, 人工神经网络, 性能调整, 验证和确认, Machine Learning 方法
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Technical Communication, LLM Application, Debugging, Anomaly Detection, Root Cause Analysis, Pandas (Python Package), Business Metrics, Data Analysis Expressions (DAX), Data Analysis, Analysis, Data Processing, Data Manipulation, Performance Metric, Generative AI, Customer Retention, Artificial Intelligence
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Integration, Analysis, Case Studies, Business Analytics, Analytical Skills, Forecasting, Databases, Applied Machine Learning, Relational Databases, Innovation
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, Scikit-learn (机器学习库), 数据预处理, 文本挖掘, 自然语言处理, 监督学习, Pandas(Python 软件包), 无监督学习, 功能工程, 分类算法, 数据操作
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Dashboard, Exploratory Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Automation, SAS (Software), Debugging, SQL, Stored Procedure, Data Manipulation, Data Processing, Statistical Programming, Data Management
中级 · 课程 · 1-3 个月

Universitat Politècnica de València
您将获得的技能: R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Statistical Methods, Data Structures, Programming Principles, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Data Manipulation, Exploratory Data Analysis, Data Visualization Software
中级 · 课程 · 1-4 周