![](https://devblogs.microsoft.com/ise/wp-content/uploads/sites/55/2020/03/2015-11-30-Logistic-Regression-vs-Neural-Network-Figure_2_Logistic_Regression_Confusion_Matrix-1024x621.jpeg)
![](https://devblogs.microsoft.com/ise/wp-content/uploads/sites/55/2020/03/2015-11-30-Logistic-Regression-vs-Neural-Network-Figure_2_Logistic_Regression_Confusion_Matrix-1024x621.jpeg)
![](https://devblogs.microsoft.com/ise/wp-content/uploads/sites/55/2015/11/Figure_1_Data_Distribution.png)
Feature Representation for Text Analyses
![](https://devblogs.microsoft.com/ise/wp-content/uploads/sites/55/2020/03/2015-11-30-Does-more-layers-or-neurons-mean-better-performance-Figure_1_Data_Distribution.png)
Neural Network Performance
![](https://devblogs.microsoft.com/ise/wp-content/uploads/sites/55/2015/11/Figure_1_emotion_labelling_slider_1.png)
Emotion Detection and Recognition from Text Using Deep Learning
![](https://devblogs.microsoft.com/ise/wp-content/uploads/sites/55/2020/03/2015-11-30-Data-Preparation-The-balancing-act-Figure_1_11_Emotion_Classes_Distribution.jpg)
Data preparation: The Balancing Act
![](https://devblogs.microsoft.com/ise/wp-content/uploads/sites/55/2015/11/featured.png)
Reading and Writing to the Windows Registry in-process from Node.js
Working with Spatial Data in Table Storage
Streamlined Dokku Deployment on Azure
![](https://devblogs.microsoft.com/ise/wp-content/uploads/sites/55/2020/03/2015-10-28-Cloud-Foundry-azure-login.png)