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.

Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Model Training, Model Optimization, Computer Vision, Model Evaluation, Exploratory Data Analysis, Performance Tuning, Data Import/Export
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google App Engine, Cloud Applications, Google Cloud Platform, Cloud Deployment, Application Deployment, Scalability, Cloud Hosting, Public Cloud, Platform As A Service (PaaS), Cloud API, Application Development, PHP (Scripting Language), Program Development
Beginner · Project · Less Than 2 Hours

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Scala Programming, Programming Principles, Theoretical Computer Science, Other Programming Languages, Computer Programming, Computational Logic, Functional Design, Data Structures, Memory Management, System Implementation, Data Mapping
Mixed · Course · 1 - 3 Months

Skills you'll gain: Figma (Design Software), Game Design, Prototyping, Mockups, UI Components, Interactive Design, Interaction Design, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design
Intermediate · Course · 1 - 4 Weeks
University of Washington
Skills you'll gain: Scientific Visualization, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Sharing, Data Governance, Big Data, Technical Communication, Graphic and Visual Design, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, LLM Application, Prompt Patterns, Prompt Engineering Tools, Large Language Modeling, Embeddings, Vector Databases, Google Cloud Platform, Model Deployment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apache Kafka, Data Pipelines, Integration Testing, Verification And Validation, Transaction Processing, Data Integrity, Real Time Data, Apache Spark, Decision Intelligence, Data Validation, Data Architecture, System Design and Implementation, Scenario Testing, Data Loss Prevention, Performance Tuning, Project Implementation, Analysis, Apache, Production Management, Business Metrics
Intermediate · Course · 1 - 4 Weeks

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

Skills you'll gain: Performance Stress Testing, Test Script Development, Integrated Development Environments, Code Reusability
Advanced · Course · 1 - 3 Months

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

Skills you'll gain: Cloud-Native Computing, Cloud Deployment, DevOps, CI/CD, Application Deployment, Devops Tools, Development Environment, Continuous Delivery, Cloud Applications, Continuous Deployment, Version Control, Continuous Integration, Amazon Web Services, Git (Version Control System), Data Persistence, Software Development Tools, Database Development, Interactive Data Visualization, Application Programming Interface (API), Real Time Data
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Looker (Software), Performance Tuning, Data Store, Query Languages, Data Management, Data Visualization Software, Data Analysis
Intermediate · Project · Less Than 2 Hours