Learn Python, Machine learning, AI: post #182 — TG.ME

#Module 14 : Dimensionality reduction and Visualization
Section 14 is divided into sub sections

👉 14.1 What is Dimensionality reduction?

👉 14.2 Row Vector and Column Vector

👉 14.3 How to represent a data set?

👉 14.4 How to represent a dataset as a Matrix.

👉 14.5 Data Preprocessing: Feature Normalisation

👉 14.6 Mean of a data matrix

👉 14.7 Data Preprocessing: Column Standardization

👉 14.8 Co-variance of a Data Matrix

👉 14.9 MNIST dataset (784 dimensional)

👉 14.10 Code to Load MNIST Data Set
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February 11, 2020 4K 3