Practical Deep Learning with Tensorflow 2 and Keras
This course is for you if you are new to Machine Learning but want to learn it without all the math . This course is also for you if you have had a machine learning course but could never figure out how to use it to solve your own problems . In this course , we will start from very scratch . This is a very applied course, so we will immediately start coding even without installation! You will see a brief bit of absolutely essential theory and then we will get into the environment setup and explain almost all concepts through code. You will be using Keras and Tensorflow 2.x -- one of the easiest and most powerful machine learning tools out there. You will start with a basic model of how machines learn and then move on to higher models such as: Convolutional Neural Networks Residual Connections Inception Module Functional API of Keras / Tensorflow 2.x Transfer Learning All with only a few lines of code. All the...
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