PYB‑03 ML & Deep Learning Bundle

The ML & Deep Learning Bundle is a Free Bundle for learners who already know Python and basic data analysis and want to go deeper into machine learning and neural networks. You buy it once and keep it forever, with lifetime access and basic email support (up to 2 clarification questions) so you can get unstuck while applying it to real projects.​

Free bundle access and support

• Buy once, keep forever, with lifetime access to this single AI study‑guide prompt bundle.​

• Basic email support so you can get unstuck while implementing the prompts.​

Core ML foundations

• Strengthen supervised learning skills with scikit‑learn classification and regression patterns.​

• Practice data splitting, feature scaling, model training, and evaluation (accuracy, ROC‑AUC, RMSE, etc.) in a structured way.​

Advanced ML: boosting and model tuning

• Learn how gradient boosting and XGBoost‑style models improve on simpler methods for tabular data.​

• Explore practical approaches to hyperparameter tuning and model comparison so you can choose robust models, not just “whatever works once”.​

Deep learning with modern frameworks

• Use Keras and TensorFlow to build feed‑forward networks for structured data, images, or simple text tasks.​

• Learn PyTorch fundamentals so you can understand tensors, modules, and training loops in a more “from‑scratch” style.​

Project‑oriented mindset

• Focus on end‑to‑end ML workflows: prepared features, trained models, evaluated metrics, and simple visualizations.​

• Ideal for turning existing analyst or Python skills into ML‑focused portfolio projects that go beyond basic regressions.