Explore unit testing in tensorflow code using tf.test(), mocking and patching objects, code coverage and different examples of test cases in machine learning applications
A deep learning python project template, object oriented techniques such as abstraction, inheritance and static methods, type hints and docstrings
An article course on how to write and deploy deep learning systems in production. python code optimization, cloud hosting and system design
Are you looking for a place to learn Deep Learning? In this collection of resources , you will find the most popular Deep Learning architectures and models used in Computer Vision, NLP and Reinforcement Learning
This is a step by step guide on how to apply Artificial Intelligence and Machine Learning to transform your organization and gain business value from it
All the essential Deep Learning Algorithms you need to know including models used in Computer Vision and Natural Language Processing
Machine Learning books - The ultimate list
Artificial Intelligence and Machine Learning non fiction books - The ultimate list
Machine Leaning Courses - The ultimate list
7 steps to land a Machine Learning Engineer Job
How Neural Networks can be used in graph data
Single shot detectors and how YOLO is used for object detection and localization
Explain RCNN, Fast RCNN and Faster RCNN
Semantic segmentation with deep learning
Trust Region policy optimization vs Proximal policy optimization