In many scenarios you need to create more custom training than what model.fit supports and what's great is that we can actually modify how a training step is done inside model.fit and increase the flexibility of training models. In this video I show how this can be done and add more flexibility, then in the next video I will show you how to build custom training loops completely from scratch for scenarios where even more flexibility is needed.

I learned a lot and was inspired to make these TensorFlow videos by the TensorFlow Specialization on Coursera. Below you'll find both affiliate and non-affiliate links, the pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
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Introducing the new Lambda Tensorbook – the world’s most powerful laptop for deep learning: https://rzr.to/lambda-tensorbook
Co-created with Lambda, this sleek laptop is powered by the latest NVIDIA GeForce RTX 3080 Max-Q 16GB GPU and machine learning tools including PyTorch to give engineers everything needed to create, train and test anytime, anywhere.

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THE World's Greatest Birds HD 8K ULTRA - Relaxing Music And Nature 8K TV

Birds belong to the group of vertebrates and are a species with wings that mostly allow them to fly, although there are also a few species of birds that cannot.
In general, birds fly, jump, walk or swim with amazing speed and agility. What's amazing is what happens during the breeding season. For centuries, the courtship of these species has amazed humans.
The size of the birds varies between species, they can measure from 6.4 cm for small hummingbirds, to about 2.74 meters in ostriches, the largest bird in the world.
The bird has a horn beak and no teeth. They are warm-blooded, able to walk, run, and stand on only their hind limbs.
Their forelimbs are reshaped with wings, allowing them, in most birds, to fly.
Flight is the primary means of transportation for most birds, and they also use it to breed, feed, and flee from predators.
However, about 60 species of flightless birds are often found on isolated islands, possibly due to resource scarcity and the absence of terrestrial predators.
Communication between birds is very flexible and can include sensory cues, calls, and songs. Some make a variety of sounds and calls.
The bird's diet consists of a large amount of food such as nectar, fruits, plants, seeds, carcasses and various small animals, including other birds. However, the diet varies by species.
Birds inhabit all lands and all oceans of the world. They are even found in the Antarctic region.
Birds often migrate to take advantage of seasonal temperature differences around the world. Migration varies widely by sex.
There are over 9,000 different types or species of birds on the planet.

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🌿Welcome to the new relaxing music stream on Scenic Relaxation 8K channel. You can keep the video at low volume and start doing any work like studying, working, reading… or simply relaxing or getting a good night's sleep.

🌿Music to relax, meditate, study, read, massage, spa or sleep. This type of music is ideal to combat anxiety, stress or insomnia as it facilitates relaxation and helps us to get rid of bad vibrations. You can also use this music as a background for guided meditation classes or sleep relaxation.

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