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: Marketing Psychology, Customer Insights, Data-Driven Marketing, Consumer Behaviour, Customer Analysis, Driving engagement, Brand Loyalty, Customer Engagement, Marketing Strategies, Customer Relationship Management, Customer Relationship Management (CRM) Software, Strategic Marketing, Behavioral Economics, Marketing Analytics, Marketing, Marketing Communications, Sustainable Business, Data-Driven Decision-Making, Growth Strategies, Business Ethics
★ 4.9 (12) · Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Visualization, Jupyter, Interactive Data Visualization, Scatter Plots, Histogram, Box Plots, Descriptive Statistics, Data Presentation, Animations, Python Programming
★ 3.3 (12) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Excel, Data Visualization, Spreadsheet Software, Microsoft Office, Microsoft 365, Productivity Software, User Accounts
★ 4.6 (17) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Music Theory, Music, Musical Composition, Peer Review, Media Production, Post-Production, Writing and Editing
★ 4.6 (24) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, Data Warehousing, Dataflow, Extract, Transform, Load, Google Cloud Platform, Data Cleansing, Data Quality, Data Validation, Data Processing, Apache Spark, Data Transformation, Scalability, Cloud Services, Event Monitoring, Serverless Computing, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Model Training, Google Cloud Platform, Model Optimization, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Predictive Modeling, Google Analytics, Applied Machine Learning, Cloud Deployment, Cloud Storage, Machine Learning, Data Management
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Cloud Management, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, Site Reliability Engineering, Containerization, Application Programming Interface (API), Google Cloud Platform, Cloud Solutions, Digital Transformation, Real Time Data, Cloud Infrastructure, Hybrid Cloud Computing, Business Transformation, Cloud Deployment, Cloud Services, Cost Management, Data Governance, Data Security
★ 4.6 (14) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), File I/O, Program Development, Software Development, Automation, Data Structures, Code Reusability, Maintainability, File Management, Python Programming, Scalability, Scripting Languages, Data Persistence, JSON, Problem Solving
★ 5 (15) · Mixed · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Prompt Engineering, Debugging, Responsible AI, Code Review, AI literacy, Verification And Validation, AI Workflows, Model Evaluation, Software Testing, Development Testing
Mixed · Course · 1 - 4 Weeks

ISC2
Skills you'll gain: Cloud Computing Architecture, Cloud Computing, Cloud Standards, Cloud Infrastructure, Cloud Services, Resource Allocation, Cloud Security, Infrastructure As A Service (IaaS), Virtualization and Virtual Machines, Cloud Deployment, Virtualization, Hybrid Cloud Computing, Containerization, Software As A Service, Platform As A Service (PaaS), Brokerage, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, LLM Application, Generative AI, Large Language Modeling, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Information Privacy, Model Deployment, Machine Learning, Deep Learning, Version Control
★ 4.9 (12) · Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Software Documentation, Data Pipelines, AI Integrations, Tensorflow, Solution Architecture, Model Evaluation, Apache Airflow, Model Optimization, Systems Design, Transfer Learning, Unit Testing, PyTorch (Machine Learning Library), API Design, Cloud Computing, Network Architecture, Deep Learning
Intermediate · Specialization · 1 - 3 Months