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: Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Machine Learning, Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Generative AI, Google Gemini, Vector Databases, Embeddings, Prompt Engineering, Data Pipelines, Google Cloud Platform
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Prompt Engineering, Google Cloud Platform, Cloud Infrastructure, Generative AI, Kubernetes, Identity and Access Management, Infrastructure As A Service (IaaS), Cloud Storage, Cloud Services, Cloud Applications, Cloud Deployment, Data Storage, Public Cloud, Containerization, Application Development, Serverless Computing, Virtual Machines, Platform As A Service (PaaS), Virtual Networking
Beginner · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Model Deployment, Unstructured Data, Tensorflow, Machine Learning, Jupyter, Data Pipelines, Big Data, Artificial Intelligence, Natural Language Processing
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Cleansing, Looker (Software), Data Transformation, Data Pipelines, SQL, Big Data, Business Intelligence, Dashboard, Data Visualization Software, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Integrity, Google Sheets
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: AI Security, Responsible AI, Security Strategy, Data Security, Security Management, Personally Identifiable Information, Information Systems Security, Enterprise Security, Threat Modeling, Security Controls, Risk Management Framework, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Google Sheets, Google Workspace, Prompt Engineering, AI Product Strategy, Generative AI, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, MLOps (Machine Learning Operations), Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Gemini, Exploratory Data Analysis, Google Cloud Platform, Data Wrangling, Interactive Data Visualization, Generative AI, Debugging, SQL
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Generative AI, Big Data, Customer Relationship Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Data Analysis
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Skills you'll gain: Data Governance, Google Workspace, Data Loss Prevention, Data Management, Information Management, Data Security, Personally Identifiable Information, Security Controls, Email Security, File Management, Data Storage, Record Keeping, Data Import/Export
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Gemini, OAuth, Google Workspace, Data Storage, Information Management, Collaborative Software, Email Automation, AI Enablement, Calendar Management, Productivity Software, Identity and Access Management, Application Deployment, Application Programming Interface (API)
Beginner · Course · 1 - 4 Weeks