Data cleaning courses can help you learn techniques for identifying and correcting errors in datasets, handling missing values, and standardizing data formats. You can build skills in data validation, outlier detection, and transforming raw data into a usable format. Many courses introduce tools like Python libraries such as Pandas and NumPy, as well as software like OpenRefine, that support executing data cleaning tasks efficiently and ensuring data quality for analysis.

Skills you'll gain: AI Security, Responsible AI, Generative AI, Google Cloud Platform, Information Privacy, Federated Learning, Threat Modeling, Artificial Intelligence, Data Security, Model Deployment, Safety and Security, Data Governance, Encryption
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, AI Security, Artificial Intelligence, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Ethics, Personally Identifiable Information, Cloud Security, Generative AI, Data Security, Google Cloud Platform, Artificial Intelligence, Data Governance, Security Controls
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Data Analysis, Data Preprocessing, Data Visualization Software, Artificial Intelligence, Model Evaluation, Model Deployment, Machine Learning, Technical Documentation, Software Documentation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, AI Personalization, Web Content, Google Cloud Platform, Prompt Engineering, User Experience Design, Unstructured Data
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Big Data, Data Analysis, Applied Machine Learning, Google Cloud Platform, Machine Learning, SQL
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Gmail, Google Workspace, Issue Tracking, Help Desk Support, System Support, Desktop Support, Technical Support, Email Security, Data Access, Event Monitoring, File Management
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Generative AI, Customer Relationship Management, Workflow Management, Big Data, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), SQL, Predictive Modeling, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Ethics, Personally Identifiable Information, Google Cloud Platform, Cloud Security, Safety and Security, Artificial Intelligence, Generative AI
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Exploratory Data Analysis, Data Pipelines, AI Workflows, Big Data, Google Cloud Platform, Data Transformation, Data Visualization Software, SQL, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Relational Databases, Database Management, Databases, Data Migration, Operational Databases, Database Architecture and Administration, Query Languages, Cloud Computing Architecture, Distributed Computing, System Monitoring, Terraform, Dataflow, Data Maintenance, Application Deployment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Serverless Computing, Data Pipelines, Cloud Security, Identity and Access Management, Google Cloud Platform, Data Processing, Cloud Storage, Data Storage Technologies, Distributed Computing, Data Transformation
Intermediate · Course · 1 - 3 Months