Complete Tensorflow 2 and Keras Deep Learning Bootcamp Download
Be taught to make use of Python for Deep Learning with Google’s newest Tensorflow 2 library and Keras!
What you’ll be taught
- Be taught to make use of TensorFlow 2.0 for Deep Learning
- Leverage the Keras API to shortly construct fashions that run on Tensorflow 2
- Carry out Picture Classification with Convolutional Neural Networks
- Use Deep Learning for medical imaging
- Forecast Time Sequence knowledge with Recurrent Neural Networks
- Use Generative Adversarial Networks (GANs) to generate pictures
- Use deep studying for type switch
- Generate textual content with RNNs and Pure Language Processing
- Serve Tensorflow Fashions via an API
- Use GPUs for accelerated deep studying
- Know tips on how to code in Python
- Some math fundamentals resembling derivatives
This course will information you thru tips on how to use Google’s newest TensorFlow 2 framework to create synthetic neural networks for deep studying! This course goals to provide you a simple to grasp information to the complexities of Google’s TensorFlow 2 framework in a approach that’s simple to grasp.
We’ll deal with understanding the newest updates to TensorFlow and leveraging the Keras API (TensorFlow 2.0’s official API) to shortly and simply construct fashions. On this course we’ll construct fashions to forecast future worth houses, classify medical pictures, predict future gross sales knowledge, generate full new textual content artificially and far more!
This course is designed to steadiness idea and sensible implementation, with full jupyter pocket book guides of code and simple to reference slides and notes. We even have loads of workout routines to check your new expertise alongside the best way!
This course covers a wide range of subjects, together with
- NumPy Crash Course
- Pandas Knowledge Evaluation Crash Course
- Knowledge Visualization Crash Course
- Neural Community Fundamentals
- TensorFlow Fundamentals
- Keras Syntax Fundamentals
- Synthetic Neural Networks
- Densely Related Networks
- Convolutional Neural Networks
- Recurrent Neural Networks
- GANs – Generative Adversarial Networks
- Deploying TensorFlow into Manufacturing
- and far more!
Keras, a user-friendly API customary for machine studying, would be the central high-level API used to construct and prepare fashions. The Keras API makes it simple to get began with TensorFlow 2. Importantly, Keras gives a number of model-building APIs (Sequential, Purposeful, and Subclassing), so you may select the best degree of abstraction in your undertaking. TensorFlow’s implementation incorporates enhancements together with keen execution, for speedy iteration and intuitive debugging, and tf.knowledge, for constructing scalable enter pipelines.
TensorFlow 2 makes it simple to take new concepts from idea to code, and from mannequin to publication. TensorFlow 2.0 incorporates quite a few options that permits the definition and coaching of cutting-edge fashions with out sacrificing pace or efficiency
It’s utilized by main corporations everywhere in the world, together with Airbnb, Ebay, Dropbox, Snapchat, Twitter, Uber, SAP, Qualcomm, IBM, Intel, and in fact, Google!
Develop into a deep studying guru in the present day! We’ll see you contained in the course!
Who this course is for:
- Python builders desirous about studying about TensorFlow 2 for deep studying and synthetic intelligence
Complete Tensorflow 2 and Keras Deep Learning Bootcamp Free Download
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