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。
The University of Sydney
您将获得的技能: 健康信息管理, Data Governance, 医疗程序和 Regulator, 临床数据管理, 数据驱动的决策制定, 数据分析, 电子病历, 卫生政策, 数字化转型, 病人沟通, 医疗保健, 健康技术, 卫生系统, 健康信息学, 数据完整性, 数字通信, 数据质量
初级 · 课程 · 1-4 周

您将获得的技能: Graph Theory, Data Structures, Algorithms, Program Development, Programming Principles, Computational Thinking, Theoretical Computer Science, Computer Science, Python Programming
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Database Management, Acceptance Testing, Web Applications, Microservices, Software Architecture, Software Engineering, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Distributed Computing, Prototyping, Requirements Elicitation, Test Automation, Agile Product Development, Big Data, Data Analysis
攻读学位
高级设置 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 密码学, Encryption, 理论计算机科学, 计算机科学, 线性代数, Algorithm, 算术, 编程原则, 计算思维, 数据结构, 数据加密标准, 公钥加密标准(PKCS), IBM 云
攻读学位
高级设置 · 课程 · 1-4 周

Microsoft
您将获得的技能: Stored Procedure, Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, Data Integrity, Database Development, Data Integration, SQL, Transaction Processing, Power BI, Data Warehousing, Database Management, Transact-SQL, Data Maintenance, Databases, Query Languages, Database Architecture and Administration, Database Systems, Data Management
初级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Metadata Management, Data Sharing, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Warehousing, Data Infrastructure, Apache Airflow, Data Processing, Big Data, Data Management, Information Management, Cloud Storage, Apache Spark, Automation
初级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, PySpark, Retrieval-Augmented Generation, OpenAI API, Generative AI, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Transfer Learning, Deep Learning, ChatGPT, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

您将获得的技能: Matplotlib, NumPy, Data Visualization, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Preprocessing, Data Science, Regression Analysis, Data Structures, Logistic Regression
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: C(编程语言), 数据分析, 描述性统计, 编程原则, 计算思维, 数据可视化软件, 统计分析, 数据结构
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 谷歌工作表, 数据展示, 电子表格软件, 大数据, Google 云端平台, 数据操作, 数据整合, 数据可视化软件, 数据分析, 数据叙事, 数据扫盲
初级 · 课程 · 1-4 周

您将获得的技能: AWS Kinesis, AWS SageMaker, AWS CloudFormation, Data Quality, Docker (Software), Data Pipelines, AWS Identity and Access Management (IAM), Data Security, Database Systems, Databases, Version Control, Apache Spark, Cloud Engineering, Apache Airflow, Data Modeling, Cloud Security, Data Storage, Cloud Storage, Network Security, Data Processing
初级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: Performance Analysis, Performance Measurement, Customer Analysis, Dashboard, Market Opportunities, Business Metrics, Decision Making, Strategic Decision-Making, Agile Methodology, Real Time Data, Management Reporting, Business Intelligence, Organizational Effectiveness, Business Leadership, Data-Driven Decision-Making, Business Strategies, Data Analysis
中级 · 课程 · 1-4 周