Deep Learning Mathematics

Mathematical Codebook to Navigate Through the Fast-changing AI Landscape

​This book is focused on the use of deep learning (DL) and artificial intelligence (AI) as tools to advance the fields of malware detection and analysis. The individual chapters of the book deal with a wide variety of state-of-the-art AI and DL techniques, which are applied to a number of challenging malware-related problems. DL and AI based approaches to malware detection and analysis are largely data driven and hence minimal expert domain knowledge of malware is needed.

Mastering Deep Neural Networks using TensorFlow 2.0! For Data Science, Machine Learning and AI Beginners

Machine Learning, Natural Language Processing, Computer Vision, Adversarial Learning, Neural Networks, NLP