Programming & Web Development Crash Courses - Neural Networks & TensorfFlow Crash Course

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What you'll learn

This course includes

118.5 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

python neural networks python machine learning tensorflow python tensorflow tech with tim python neural network machine learning tensorflow tutorial

Full Transcript

In this 2+ hour crash course, we will dive into neural networks and the TensorFlow Python library Tech With Tim YouTube: https://www.youtube.com/channel/UC4JX40jDee_tINbkjycV4Sg There are text based tutorials for each part of this video. You can find them all here: https://techwithtim.net/tutorials/python-neural-networks/ Tensorflow install: pip install -q tensorflow==2.0.0-alpha0 Tensorflow Guides Followed: https://www.tensorflow.org/tutorials/keras/classification https://www.tensorflow.org/tutorials/keras/text_classification Timestamps: before intro 00:00:00 - Introduction 00:00:27 - How a Neural Network Works 00:24:39 - Loading & Looking at Data 00:37:44 - Building Our First Model 00:55:05 - Making Predictions 01:00:09 - Text Classification with Movie Reviews 01:26:40 - Embedding Layer Explanation 01:35:55 - Global Average Pooling Layer 01:40:23 - Training the Text Classification Model 01:50:20 - Saving & Loading a Model