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The Magic of Deep Learning with TensorFlow 2

The Magic of Deep Learning with TensorFlow 2 Obtain

course 1 of 5 from Deep Tensor specialization


What you’ll be taught
  • Synthetic Neural Networks (ANNs) / Deep Neural Networks (DNNs)
  • Machine Learning Algorithms
  • Study to make use of TensorFlow 2.0 for Deep Learning
  • TensorFlow 1.x VS TensorFlow 2
  • Picture Recognition
  • Pc Imaginative and prescient
  • Convolutional Neural Community
  • Optimize ANNs hyper parameters corresponding to quantity of hidden layers and neurons to reinforce community efficiency
  • Discover ways to prepare community weights and biases and choose the right switch features.
  • Discover ways to Create your personal data-set
  • Retrain a pretrained mannequin
  • YOLO object detector
  • Apply Convolutional Neural Networks to categorise photos.
  • construct Deep Learning Algorithms from Scratch in Python Utilizing NumPy and TensorFlow
  • fundamentals in math
  • fundamentals in deep studying
  • Some fundamental Python programming expertise
  • You’ll want to put in Anaconda. We are going to present you do it in a single of the primary lectures of the course.
  • All software program and information used within the course are free.

DL  continues to take highly effective steps to grow to be a  half of virtually any software program sooner or later.  DL  is one of the preferred analysis areas of machine studying.   What makes it so standard is the thrilling functions of current occasions.  These days,  enchancment in machine studying offers the power to find out what an object in an image does.

that is the course one from our specialization deep tensor, on this course we’ll going to take a number of real-world initiatives utilizing Tensorflow 2

  • you’ll find out about Tensorflow 1.x then introduce you to TensorFlow 2 we’ll going to take quite a bit of data and instinct of see the distinction between these two variations
  • you’ll be taught quite a bit of preprocessing methods that aid you to create a superior dataset that may obtain a excessive accuracy
  • you’ll learn to make a full business undertaking by subdividing the recordsdata into sub-files, every python file have a number of lessons that may be imported in your most important python script professionally
  • you’ll learn to design and make a classifier which is strong and obtain excessive accuracy with Deep convolutional Neural Networks
  • you’ll learn to design a classifier for face detection
  • you’ll learn to use a pre-trained mannequin and customise it to your object detector
  • utilization of the preferred approaches for object detector that referred to as YOLO detector algorithm

by the tip of this course, you’ll really feel snug and assured after studying these initiatives utilizing python and deep studying, so yeah what you might be ready for let’s start this journey collectively and I hope to benefit from the journey thanks.

Who this course is for:
  • Inexperienced persons to superior college students who wish to find out about deep studying and Machine studying in Tensorflow 2.0
The Magic of Deep Learning with TensorFlow 2 Obtain
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