Kaggle Courses
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.
Popular Kaggle Courses and Certifications
Skills you'll gain: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Classification Algorithms, Machine Learning
Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Image Analysis, Convolutional Neural Networks, Computer Vision, Applied Machine Learning, Model Evaluation, Deep Learning, Data Preprocessing
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Generative AI, Large Language Modeling, Google Cloud Platform, Model Deployment
Google Cloud
Skills you'll gain: Dashboard Creation, Application Deployment, Kubernetes, Google Cloud Platform, Network Security
Google Cloud
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Model Deployment, Generative Model Architectures
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Development Environment, OpenAI, Artificial Intelligence
University of Michigan
Skills you'll gain: Javascript, Web Design and Development, HTML and CSS, Event-Driven Programming, Data Validation, Hypertext Markup Language (HTML), Programming Principles, Computer Programming, Debugging
Alfaisal University | KLD
Skills you'll gain: Personal Development, Stress Management, Mental Health
Scrimba
Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, UI Components, Front-End Web Development, Cascading Style Sheets (CSS), Web Development
University of Michigan
Skills you'll gain: Responsive Web Design, Wireframing, Bootstrap (Front-End Framework), Cascading Style Sheets (CSS), Web Design, HTML and CSS, Application Frameworks, Hypertext Markup Language (HTML), Javascript
Skills you'll gain: SonarQube, Role-Based Access Control (RBAC), Code Review, Maintainability, Continuous Integration, Software Quality Assurance, Software Quality (SQA/SQC), Software Technical Review, CI/CD, Apache Maven, GitHub, PostgreSQL, Software Engineering, Software Development, Git (Version Control System), Building Codes
Skills you'll gain: Prompt Engineering, Prompt Patterns, Retrieval-Augmented Generation, AI Security, Agentic Workflows, Embeddings, Generative AI Agents, Vector Databases, Generative AI, Application Deployment, Context Management, Artificial Intelligence, AI Personalization, Knowledge Transfer, Prototyping, Test Tools, JSON, Systems Architecture, Continuous Monitoring
