What you’ll learn in Total Tensorflow 2 and also Keras Deep Understanding Bootcamp
- Find out to make use of TensorFlow 2.0 for Deep LearningLeverage the Keras API to swiftly construct models that run on Tensorflow 2Perform Picture Classification with Convolutional Neural NetworksUse Deep Knowing for clinical imagingForecast Time Collection information with Recurring Neural NetworksUse Generative Adversarial Networks (GANs) to produce imagesUse deep discovering for style transferGenerate message with RNNs and also Natural Language ProcessingServe Tensorflow Versions via an APIUse GPUs for accelerated deep learning
- Know how to code in Python
- Some mathematics essentials such as by-products
This course will lead you with just how to use Google’s latest TensorFlow 2 framework to develop synthetic neural networks for deep knowing! This program aims to provide you an easy to understand overview to the complexities of Google’s TensorFlow 2 structure in a manner that is understandable.
We’ll concentrate on understanding the most up to date updates to TensorFlow and also leveraging the Keras API (TensorFlow 2.0’s main API) to quickly and easily develop versions. In this program we will certainly construct models to forecast future price homes, classify medical photos, predict future sales information, generate total brand-new message unnaturally and also much more!
This course is developed to balance theory and sensible implementation, with complete jupyter note pad overviews of code and also easy to reference slides and notes. We also have plenty of exercises to examine your new abilities in the process!
This course covers a selection of subjects, including
NumPy Crash Training course.
Pandas Data Analysis Crash Course.
Data Visualization Collision Course.
Semantic Network Basics.
Keras Syntax Basics.
Synthetic Neural Networks.
Largely Attached Networks.
Convolutional Neural Networks.
Frequent Neural Networks.
GANs – Generative Adversarial Networks.
Deploying TensorFlow right into Production.
as well as a lot more!
Keras, a straightforward API criterion for machine learning, will certainly be the central top-level API used to build and also train designs. The Keras API makes it simple to start with TensorFlow 2. Notably, Keras provides numerous model-building APIs (Consecutive, Practical, and Subclassing), so you can pick the best degree of abstraction for your project. TensorFlow’s execution contains improvements consisting of excited execution, for prompt model and instinctive debugging, as well as tf.data, for constructing scalable input pipes.
TensorFlow 2 makes it simple to take new ideas from concept to code, and also from version to publication. TensorFlow 2.0 integrates a number of functions that allows the meaning as well as training of state of the art models without giving up speed or efficiency.
It is utilized by significant companies throughout the globe, including Airbnb, Ebay.com, Dropbox, Snapchat, Twitter, Uber, SAP, Qualcomm, IBM, Intel, and of course, Google!
End up being a deep knowing guru today! We’ll see you inside the training course!
Who this course is for:
- Python developers interested in learning about TensorFlow 2 for deep learning and artificial intelligence
|File Name :||Complete Tensorflow 2 and Keras Deep Learning Bootcamp free download|
|Genre / Category:||Development|
|File Size :||2.04 gb|
|Publisher :||Jose Portilla|
|Updated and Published:||08 Aug,2022|