Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Chapter 3 NotesChapter 3 - Classification Binary Classifier - a classifier capable of distinguishing between 2 classes Stochastic Gradient Descent (SGD) classifier: capable of handling very large datasets efficiently, because SGD deals with training instances inde...Mar 8, 2021 · 10 min readthemleclub.hashnode.dev
Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Chapter 2 NotesThe steps of a machine learning project: Look at the big picture Get the data Discover and visualize the data to gain insights Prepare the data for ML algorithms Select a model and train it Fine-tune your model Present your solution Launch, monitor,...Jan 26, 2021 · 13 min readthemleclub.hashnode.dev
The 10 Week Machine Learning Engineering CurriculumNow, before I proceed, It must be said that this curriculum was originally adopted by the Paper Club so I take no credit. All I will do is probably add a few adjustments to it. This curriculum is very hands-on, so do not be expecting complex mathem...Jan 25, 2021 · 3 min readthemleclub.hashnode.dev