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Created 4 years ago
Copyright 2018 The TensorFlow Authors.
#@title Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.The Basics: Training Your First Model
Run in Google Colab
View source on GitHubWelcome to this Colab where you will train your first Machine Learning model!
We'll try to keep things simple here, and only introduce basic concepts. Later Colabs will cover more advanced problems.
The problem we will solve is to convert from Celsius to Fahrenheit, where the approximate formula is:
Of course, it would be simple enough to create a conventional Python function that directly performs this calculation, but that wouldn't be machine learning.
Instead, we will give TensorFlow some sample Celsius values (0, 8, 15, 22, 38) and their corresponding Fahrenheit values (32, 46, 59, 72, 100).
Then, we will train a model that figures out the above formula through the training process.