数据 Wrangling 课程可以帮助您学习数据清理、数据 Transformer 技术和数据整合方法。您可以掌握处理缺失值、重塑数据集和合并多个来源数据的技能。许多课程都会介绍 Pandas 和 NumPy 等 Python 库以及用于数据库管理的 SQL 等工具,展示这些技能如何简化分析和可视化的数据准备工作。

您将获得的技能: Data Sharing, Identity and Access Management, Authorization (Computing), Data Access, Google Cloud Platform, User Accounts, Data Migration, Data Management, Cloud Computing
初级 · 项目 · 不超过 2 小时

University of Glasgow
您将获得的技能: Data Literacy, Business Transformation, Data-Driven Decision-Making, Strategic Leadership, Leadership, Leadership Development, Leadership and Management, Organizational Change, Big Data, Data Management, Analytical Skills, Decision Making, Agile Methodology
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计建模, 机器学习, 探索性数据分析, R 语言程序设计(中文版), 预测建模, 统计推理, 概率与统计, 统计分析, 数据建模, 统计假设检验, 回归分析, 数据分析, Rmarkdown, 模型评估, 数据预处理, Tidyverse(R 软件包), 统计方法, 分类与回归树 (CART), 抽样(统计)
混合 · 课程 · 1-3 个月

IBM
您将获得的技能: 机器学习, 负责任的人工智能, 情境管理, 数据管道, 原型设计, 生成式人工智能, Prompt Engineering, ChatGPT, 数据伦理, 数据仓库, Query 语言, 星形模式, 生成模型架构, 雪花模式, 人工智能和机器学习(AI/ML), 提示模式, 深度学习, 数据库设计, AI 工作流程, 摘录
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Sampling (Statistics), Estimation, Risk Analysis, Statistical Methods, Statistical Software, Return On Investment, Statistical Analysis, Sample Size Determination, R (Software), Data Analysis, Business Risk Management, Probability & Statistics, Statistical Inference, Project Estimation, Business Analysis
攻读学位
中级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: A/B Testing, Design Thinking, Experience Design, Data Storytelling, Dashboard, User Feedback, Stakeholder Engagement, Customer Insights, Interviewing Skills, Business Requirements, Problem Solving
中级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 数据叙事, 统计过程控制, 统计分析, 数据驱动的决策制定, 数据展示, 过程分析, 商业分析, 业务过程, 数据清理, Matlab, 数据分析, Tableau 软件, 关键绩效指标 (KPI), Minitab, 数据可视化软件, 数据质量
初级 · 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, Data Integration, Capacity Management, Data Analysis, Decision Making, Data Warehousing, Data Strategy, Data Management, Small Data, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy
初级 · 专项课程 · 3-6 个月
University of Colorado Boulder
您将获得的技能: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月

Coursera
您将获得的技能: SQL, Data Manipulation, Relational Databases, Database Design, Databases, Data Integrity, Database Management Systems, Debugging, Data Management
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
中级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Data Storytelling, Ethical Standards And Conduct, Data Science, Data Collection, Data Visualization Software, Personally Identifiable Information, Information Privacy, Machine Learning, Algorithms
初级 · 课程 · 1-4 周