tensorflow (12)

10 open-source frameworks for AI bot development

This article will also talk about solutions with speech recognition functions. We've included the most well-known products, but if you want to go deeper into voice technologies, check out the projects with 5k stars on GitHub, including DeepSpeech, Le...

Den W. · 27 July 2023 · 54

Android Beyond Phones, chromeos.dev, Go 1.15, and more!

This is your weekly update on the coolest developer news from Google.  This summer the Android folks have been working on 11 Weeks of Android. And this week the talk was all about going beyond the phone to all of the different devices that Andr...

Alex · 22 August 2020 · 45

Machine Learning Foundations: Part 10 - Using NLP to build a sarcasm classifier

Previous: Part 9 - Using the Sequencing APIs Over the last few parts, we haven't done much machine learning. Instead, we looked at how you can preprocess text data to get it ready for training machine learning models. In this part, you're going to p...

Alex · 25 June 2020 · 370

Machine Learning Foundations: Part 9 - Using the Sequencing APIs

In part 8: Introduction to Natural Language Processing, we looked at how you can tokenize words with simple APIs. This allowed you to turn words into numbers or tokens so that they can be more easily represented in a computer's memory. It's the first...

Alex · 23 June 2020 · 61

Machine Learning Foundations: Part 8 - Tokenization for Natural Language Processing

Previous Part 7 - Image augmentation and overfitting Up to now, you've learned how machine learning works and explored examples in computer vision by doing image classification, including understanding concepts such as convolutional neural networks f...

Alex · 18 June 2020 · 122

Machine Learning Foundations: Part 7 - Image augmentation and overfitting

Previous part 6 - Convolutional cats and dogs Over the last few articles, you've looked at convolutional neural networks and how they can be used for computer vision. You built classifiers for fashion, horses and humans and cats and dogs. But one the...

Alex · 08 June 2020 · 39

Machine Learning Foundations: Part 6 - Convolutional cats and dogs

Previous Part 5: Classifying real-world images In this part  where we'll take what you've learned about convolutional neural networks in the previous few parts and apply them to a computer vision scenario that was a Kaggle challenge not that long ago...

Alex · 04 June 2020 · 60

Machine Learning Foundations: Part 5 - Classifying real-world images

In this article we're going to look at how to use convolutional neural networks to classify complex features. In previsous part 4 -  Coding with Convolutional Neural Networks, you took what you had learned about CNNS. And you saw how to improve the f...

Alex · 31 May 2020 · 49

Machine Learning Foundations: Part 4 - Coding with Convolutional Neural Networks

In the previous part 3 - Convolutions and pooling, you learned all about convolutions and how they can use filters to extract information from images. You also saw how to create pools that can reduce and compress your images without losing the vital...

Alex · 27 May 2020 · 58

Machine Learning Foundations: Part 3 - Convolutions and pooling

In the previous part 2 - First steps in computer vision,  you built a neural network that could recognize items of clothing.  Now that you've looked at fashion example for computer vision, you've probably noticed a big limitation for computer vision...

Alex · 26 May 2020 · 81

Machine Learning Foundations: Part 2 - First steps in computer vision

In the previous article Part 1 - What is ML?, you got an introduction to machine learning, and you saw how it works from a programmer's perspective by having you create answers and data, and letting a computer infer the rules that determine them. Thi...

Alex · 23 May 2020 · 72

Machine Learning Foundations: Part 1 - What is ML?

Welcome to this series on Machine Learning Foundations. It's a course where you'll learn the fundamentals of building machine learning models using TensorFlow. The only thing that you'll need to know is a little bit of Python. So if you've tried to l...

Alex · 15 May 2020 · 128