Machine Learning and Deep Learning:


Machine Learning Books:

Smola, Vishwanathan "Introduction to Machine Learning"

Bishop "Pattern Recognition And Machine Learning "

Mohri, Rostamizadeh,Talwalkar "Foundations of Machine Learning "

Geron "Hands-on Machine Learning with Scikit Learn and TensorFlow "

Hurwitz,Kirsch "Machine Learning "

Bradski,Kaehler "Learning OpenCV "

Theobald "Machine Learning For Absolute Beginners "

Shukla "Machine Learning with TensorFlow "

Deisenroth,Faisal,Ong "Mathematics for Machine Learning book "

Nils Nilsson "INTRODUCTION TO MACHINE LEARNING "

McClure "TensorFlow Machine Learning Cookbook "

Shai Shalev-Shwartz, Shai Ben-David "Understanding Machine Learning: From Theory to Algorithms"

"Mastering Machine Learning with Python in Six Steps_ A Practical Implementation Guide to Predictive Data Analytics Using Python"

"Python-Tutorial-for-Students-Machine-Learning-course"


Deep Learning Books:

Kaebler,Bradski "Computer Vision in C++ with the OpenCV Library"

Beyeler "OpenCV with Python Blueprints"

Zadeh,Ramsundar "Tensorflow for Deep Learning"

Abrahams,Hafner,Erwitt,Scarpinelli "TensorFlow for Machine Intelligence. A Hands-On Introduction to Learning Algorithms"

Brownlee " Deep learning with Python"

"Deep Learning with Applications Using Python_ Chatbots and Face, Object, and Speech Recognition with Tensorflow and Keras"

Ketkar,Moolayil " Deep Learning with Python"

"Image Classification, Deep Learning and Convolutional Neural Networks"



Keras:

"Advanced Deep Learning with TensorFlow 2 and Keras. Apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation" A>

Chollet " Deep learning with Python"

"Deep learning with Keras tutorial"

"Keras cheat sheet"

"Learn Keras for Deep Neural Networks. A Fast-Track Approach to Modern Deep Learning with Python"



Slides:

"CI Keras"

"Deep Learning Frameworks"

"Keras resources: Deep Learning Garden"

"Tensorflow 2_0 slides"

"Tensorflow Deep Learning with_keras"

"Tensorflow tutorials"



Programs:

In development ...

"Keras program first example"



Training and Testing Data:

In development ...

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