deep learning (7)

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...

25 June 2020

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...

23 June 2020

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, in...

18 June 2020

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 cla...

08 June 2020

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...

04 June 2020

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...

31 May 2020

What is Artificial Intelligence?

Artificial intelligence. Depending on who you ask, it's either the future of technology or the end of mankind. One thing's for sure, though; it's become a buzzword, with virtuall...

08 April 2020