Tools & Workbench Platforms and technologies you’ll use to practice, build, analyze, and deploy real-world projects. Coding & Practice Google Colab Run Python notebooks in the cloud without setup. PythonMLData Science Open Tool → Jupyter Notebook Interactive notebooks for experimentation and analysis. PythonData Open Tool → Replit Online IDE to code, run, and deploy instantly. PythonWeb Open Tool → Data & Analytics Kaggle Datasets, notebooks, competitions, and community. DatasetsAnalytics Open Tool → SQLite Lightweight SQL database for learning and testing. SQLDatabases Open Tool → AI & Machine Learning Hugging Face Models, datasets, and AI demos. MLGenAI Open Tool → TensorFlow Build and train deep learning models. Deep LearningAI Open Tool → PyTorch Flexible framework for research and production ML. MLResearch Open Tool → Cloud & DevOps GitHub Code hosting, collaboration, and version control. GitDevOps Open Tool → Docker Containerize applications for consistent deployment. ContainersDevOps Open Tool →
