Artificial Intelligence
10 Deep Learning Best Practices
As projects move from small-scale research to large-scale deployment, there are some universal best practices to achieve successful deep learning model rollout for a company of any size and means.
How to use Deep Learning when you have Limited Data
Often the data needed to build a model is impossible to find. Models trained for one task can be reused for another with Transfer Learning
Topic Modeling with LSA, PLSA, LDA & lda2Vec
We will explore topic modeling through 4 of the most popular techniques today: LSA, pLSA, LDA, and the newer, deep learning-based lda2vec.
How to do Semantic Segmentation using Deep learning
semantic segmentation is one of the key problems in the field of computer vision. This article is a comprehensive overview including a step-by-step guide to implement a deep learning image segmentation model.
Data Augmentation | How to use Deep Learning when you have Limited Data — Part 2
This article is a comprehensive review of Data Augmentation techniques for Deep Learning, specific to images.
