Kaggle courses can help you learn data analysis, machine learning techniques, and model evaluation. You can build skills in data visualization, feature engineering, and hyperparameter tuning. Many courses introduce tools like Python, R, and SQL, along with libraries such as Pandas, Scikit-learn, and TensorFlow, showing how these skills are applied in real-world data science projects.

University of Michigan
Skills you'll gain: Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Web Design, Web Design and Development, Cascading Style Sheets (CSS), Semantic Web, Usability, Javascript, Responsive Web Design, Web Content
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Business Planning, Competitive Analysis, Product Management, Market Analysis, Collaborative Software, Business Modeling, Version Control, Business Strategy, Organizational Skills, Business Writing, Organizational Structure, Business Priorities
Beginner · Guided Project · Less Than 2 Hours

University of Washington
Skills you'll gain: Model Evaluation, Regression Analysis, Supervised Learning, Machine Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Data Preprocessing, Statistical Methods, Python Programming, Linear Algebra, Algorithms
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google App Engine, Application Deployment, Cloud Infrastructure, Google Cloud Platform, Go (Programming Language), Cloud Applications, Software Testing, Cloud API, Platform As A Service (PaaS)
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Application Performance Management, YAML, Google Cloud Platform, Configuration Management, Real Time Data, Data Analysis
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: SQL, Google Cloud Platform, Relational Databases, Database Architecture and Administration, Data Integrity, Databases, Cloud Storage, Cloud Management, Scalability, Data Storage Technologies
Beginner · Project · Less Than 2 Hours

University of Michigan
Skills you'll gain: Debugging, Unit Testing, File I/O, Integrated Development Environments, Program Development, Computer Programming Tools, Development Environment, Technical Communication, Python Programming
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Application Deployment, Cloud Deployment, Kubernetes, Google Cloud Platform, Devops Tools, Network Security
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Application Deployment, Containerization, Scalability, Cloud Deployment, Google Cloud Platform, Managed Services
Beginner · Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Deep Learning, Tensorflow, Data Preprocessing, Model Evaluation, Performance Tuning, Artificial Neural Networks, Applied Machine Learning, Analysis, Machine Learning Algorithms, Machine Learning, Algorithms
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Hypertext Markup Language (HTML), Frontend Performance, Web Applications, Javascript, Web Development Tools, Performance Tuning, Software Development
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Vulnerability Scanning, Google App Engine, Vulnerability Assessments, Application Security, Cloud Security, Google Cloud Platform
Beginner · Project · Less Than 2 Hours