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: Google Gemini, Generative AI, Customer Relationship Management, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), SQL, Google Cloud Platform, Jupyter, Business Workflow Analysis, Big Data, Model Evaluation, Data Analysis Software
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Machine Learning, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Predictive Modeling, Data Quality
中级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Artificial Intelligence, Model Evaluation, Software Visualization, Data Integrity, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Dataflow, Data Pipelines, Unit Testing, Data Processing, Debugging, System Monitoring, Data Integrity, CI/CD, Serverless Computing, Google Cloud Platform, Event Monitoring, Performance Tuning, Disaster Recovery
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Google Sheets, Google Workspace, Generative AI, Spreadsheet Software, AI Enablement, Data Management
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI Enablement, Model Evaluation, Data Preprocessing, Data Quality
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Service Level, Google Cloud Platform, System Monitoring, Event Monitoring, Cloud Management, Continuous Monitoring, Application Performance Management, Identity and Access Management, Performance Tuning, Cloud Applications, Real Time Data, Data Import/Export, Query Languages
初级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Data Ethics, Model Evaluation, Artificial Intelligence, Applied Machine Learning, Machine Learning
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Unstructured Data, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Applied Machine Learning, Big Data, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Jupyter, Predictive Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Model Evaluation, Data Quality
中级 · 课程 · 1-3 个月

您将获得的技能: 3D Modeling, 3D Assets, Animations, Animation and Game Design, Visualization (Computer Graphics), Computer Graphics
混合 · 课程 · 1-4 周