6. TensorFlow Distributed Execution Engine
CPU GPU TPU Mobile Embedded
Neural Nets
C++
K-Means
Loss Functions,
Metrics
Linear Algebra Decision Trees SVM
Gaussian
Mixture Models
Regression
Random
Forests
Probabilistic
Methods
Signal
Processing
Lattice
TensorFlow is a comprehensive ML framework
Python Java Javascript
19. Tensors
// A 3x2 matrix of random numbers
const x = tf.randomUniform([3, 2]);
// Convert from Javascript arrays
const y = tf.tensor1d([0.4, -0.2, 1.0]);
// Matrix operations
const z = x.transpose().matMul(y.reshape([3, 1]));
29. Some resources
1. TensorFlow.js tutorials:
https://js.tensorflow.org/tutorials/
2. More examples:
https://github.com/tensorflow/tfjs-examples/
30. Thanks for listening!
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dynamic hub that brings together professionals,
industries, and academics will be essential to achieve
this vision.»
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