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。

University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

University of California, Berkeley
您将获得的技能: User Research, Stakeholder Analysis, Materials science, Exploratory Data Analysis, Design Research, Java Programming, Semiconductors, Matplotlib, Pandas (Python Package), Medical Devices, Finite Element Methods, Team Leadership, Energy and Utilities, Control Systems, Environmental Engineering, Radiation Protection, Structural Engineering, Vibrations, Linear Algebra, Engineering Analysis
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: Continuous Integration, Supervised Learning, Unsupervised Learning, LLM Application, Cloud-Native Computing, Process Analysis, Software Testing, User Story, Deep Learning, Design Thinking, Infrastructure As A Service (IaaS), Security Requirements Analysis, API Design, Software Architecture, Agile Software Development, Video Game Development, Cost Management, Internet Of Things, Dashboard, Angular
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: LLM Application, Large Language Modeling, Open Web Application Security Project (OWASP), Cloud Security, Application Security, Security Controls, Security Software, Prompt Engineering, Data Security, Cloud API, Integration Testing, API Design, System Configuration, Configuration Management
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Generative AI, Prompt Engineering, Data Pipelines, Big Data, LLM Application, Google Cloud Platform, Responsible AI, Natural Language Processing
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Open Source Technology, Tensorflow
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Virtual Machines, Virtualization and Virtual Machines, Cloud Management, Virtualization, Cloud Computing, Cloud Storage, Serverless Computing
中级 · 项目 · 不超过 2 小时