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Deep Learning with Tensorflow and Keras
Enroll in our Deep Learning with Keras and Tensorflow Course! Learn how to use Python for Deep Learning with Tensorflow 2 and Keras libraries. Start today!
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written by Pierian Training founder Jose Portilla!
What You’ll Learn
- Learn to use TensorFlow 2.0 for Deep Learning
- Leverage the Keras API to quickly build models that run on Tensorflow 2
- Perform Image Classification with Convolutional Neural Networks
- Use Deep Learning for medical imaging
- Forecast Time Series data with Recurrent Neural Networks
- Use Generative Adversarial Networks (GANs) to generate images
- Use deep learning for style transfer
- Generate text with RNNs and Natural Language Processing
- Serve Tensorflow Models through an API
- Use GPUs for accelerated deep learning
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Course Content
This course will guide you through how to use Google’s latest TensorFlow 2 framework to create artificial neural networks for deep learning! This course aims to give you an easy to understand guide to the complexities of Google’s TensorFlow 2 framework in a way that is easy to understand. You’ll understand the latest updates to TensorFlow and leveraging the Keras API (TensorFlow 2.0’s official API) to quickly and easily build models. In this course we will build models to forecast future price homes, classify medical images, predict future sales data, generate complete new text artificially and much more!
- NumPy
- Pandas
- Data Visualization
- Machine Learning Theory
- Model Evaluation – Regression and Classification Tasks
- Unsupervised Learning Tasks
- Neural Network Theory
- Perceptrons
- Networks
- Activation Functions
- Cost/Loss Functions
- Backpropagation
- Gradients
- Artificial Neural Networks with keras
- Convolutional Neural Networks
- Recurrent Neural Networks
- Generative Deep Learning
Intermediate to experienced developers coming from another programming language or complete beginners who have never programmed before.
Course Description
Google’s Open Source Deep Learning ecosystem, Tensorflow, is the world’s most popular framework for developing powerful deep neural networks. Packaged directly with Keras, the official API, it allows simple and interpretable creation and training of deep learning models. This Tensorflow and Keras course is designed for students familiar with the basics of data science and machine learning who want to dive into the world of deep learning by learning Tensorflow & Keras. This training covers different modalities of neural networks, including Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, and Generative Adversarial Networks.
Instructor-Led
Learn directly from our expert instructors via live webinar. Also includes the full video-on-demand course.
On-Demand
Get access to this self-paced Deep Learning with Tensorflow and Keras training course plus the entire Pierian on-demand Data Science Training Library with a Data Science Hero membership.
Starting at
$99
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