Five hundred and fifty million years ago, in the prehistoric Cambrian Period, the number of species on the planet began to surge (Figure 1.1). From the fossil record, there is evidence that this explosion was driven by the development of light detectors in the trilobite (Figure 1.2). A visual system, even a primitive one, bestows a delightful bounty of fresh capabilities. One can, as examples, spot food, foes, and friendlylooking mates at some distance. Other senses, like smell, enable animals to detect these as well, but not with the accuracy and lightspeed pace of vision. Once the trilobite could see, the hypothesis goes, this set off an arms race that produced the Cambrian explosion: The trilobite’s prey, as well as its predators, themselves had to evolve to survive.
Deep Learning Illustrated – A visual, Interactive Guide to Arficial Intelligence First Edition – Jon Krohn & Beyleveld Grand & Bassens Aglae
Hands-On Machine Learning with Scikit-Learn and TensorFlow - Aurelien Geron
Neural Networks and Deep Learning - Charu C.Aggarwal
Python Machine Learning Eqution Reference - Sebastian Raschka
Pattern recognition and machine learning - Christopher M.Bishop
Deep Learning - A Practitioner's Approach - Josh Patterson & Adam Gibson
Deep Learning with Python - Francois Cholletf
Deep Learning - Ian Goodfellow & Yoshua Bengio & Aaron Courville
Python Machine Learning Second Edition - Sebastian Raschka & Vahid Mirjalili
Deep Learning for Natural Language Processing - Jason Brownlee
Python for Programmers with introductory AI case studies - Paul Deitel & Harvey Deitel
Python Deeper Insights into Machine Learning - Sebastian Raschka & David Julian & John Hearty
Pro Deep Learning with TensorFlow - Santunu Pattanayak
Python Data Analytics with Pandas, NumPy and Matplotlib - Fabio Nelli
Deep Learning from Scratch - Building with Python form First Principles - Seth Weidman
Natural Language Processing with Python - Steven Bird & Ewan Klein & Edward Loper
Python Deep Learning Cookbook - Indra den Bakker
Fundamentals of Deep Learning - Nikhil Bubuma
Grokking Deep Learning - MEAP v10 - Andrew W.Trask
Deep Learning with Keras - Antonio Gulli & Sujit Pal
Artificial Intelligence by example - Denis Rothman
Deep Learning dummies first edition - John Paul Mueller & Luca Massaron
Machine Learning with spark and python - Michael Bowles
Data Science and Big Data Analytics - EMC Education Services
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Introduction to the Math of Neural Networks - Jeff Heaton
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