AI with TensorFlow 

Drive Your Data Further

From sales forecasting to fraud detection, data impacts every facet of business.

Help your team master the artificial intelligence and neural network tools and processes needed to transform your business withArtificial Intelligence with TensorFlow.Your team will learn to perform deep learning with neural networks in TensorFlow and the more advanced Keras interface, and apply them to a variety of different business situations.

If you and your team are ready to build and train neural networks, AI and machine learning algorithms, then it’s time you bring Artificial Intelligence with TensorFlow to your organization with private training from Pragmatic Institute.

AI with TensorFlow
What You'll Learn in Artificial Intelligence with TensorFlow
AI with TensorFlow
Building simple iterative algorithms with TensorFlow.
Master the basics:
Introduction to TensorFlow: linear models, error metrics, gradient descent, tensors and operations, automatic differentiation
Optimization with computation graph: using accelerators (GPUs/TPUs)
Basic neural networks: the XOR problem, logistic regression, neural networks and hidden layers, activation function, initial weights
AI with TensorFlow
Develop larger networks and address the challenges associated with them.
Build your expertise:
Deep neural networks: what is deep learning, Keras API, TensorBoard
Optimization: stochastic gradient descent, exploring the loss surface and learning curves, overfitting, regularization, dropout, batch normalization
AI with TensorFlow
Begin your survey of advanced networks with convolutional neural networks.
Get your hands dirty:
Convolutional networks: convolutions, convolutional neural networks, building a network in Keras, pre-training CNNs (applications), Exercise: improving the network architecture
The inception model and the deep dream algorithm
Adversarial noise: fooling neural networks, how to find adversarial noise, putting it all together, Exercise: extending immunity
AI with TensorFlow
Explore more advanced network architectures with variational autoencoders.
Prove your skills:
Variational autoencoders: autoencoders, variational autoencoders (VAEs), application: noise removal, generating new images, Exercise: new numbers
Recurrent neural networks: backpropagation through time, prediction types, Example: name classification, long-short term memory, Example: generating strata abstracts
Who's it For
Artificial Intelligence with TensorFlow is perfect for those who want to master artificial intelligence and neural networks.
Prerequisites
Intermediate Python experience (classes, functions, data structures,
list comprehensions, tools)
Basic linear algebra (matrices, vectors, matrix multiplication)
Basic machine learning (regression, classification, overfitting)
Intermediate statistics (mean, median, mode, linear regression, normal distributions)

Real Students. Real Opinions

“From day one I was getting my hands dirty working with data using industry-relevant tools.”

Michelle Miller
Hack Reactor

“They’re heavy focus on applied learning meant that I was working on real data and solving real problems right from the start.”

David Kwon
Yelp

“The instructor is the highlight of the class! 🙂 They were very engaging and very good in explaining things for people with different levels of skill sets.”

“The instructor is brilliant and super helpful. The exercises are also very useful and challenging.”

Ready to

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Fill out the form today and our sales team will help you schedule your private Pragmatic training today.

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