Deep Learning & Machine Learning Posts

Deep Learning

Image Processing for Deep Learning
Configuring CUDA on AWS for Deep Learning with GPUs
Python Deep Learning Frameworks (1) - Introduction
Python Deep Learning Frameworks (2) - Installation

Machine Learning

An Introduction To Online Machine Learning
An Introduction to Time Series
HDF5 Or How I Learned To Love Data Compression And Partial I/O
Linear Regression 101 (Part 1 - Basics)
Linear Regression 101 (Part 2 - Metrics)
Linear Regression 101 (Part 3 - Assumptions & Evaluation)
Model Tuning (Part 1 - Train/Test Split)
Model Tuning (Part 2 - Validation & Cross-Validation)
Simulated Datasets for Faster ML Understanding (Part 1/2)
Sparse Matrices For Efficient Machine Learning
Understanding Object-Oriented Programming Through Machine Learning