Articles

In earlier posts, we learned about classic convolutional neural network (CNN) architectures (LeNet-5, AlexNet, VGG16, and ResNets). We created all the models from scratch using… Read More »Keras Application for Pre-trained Model

This article was written by Aisha Javed. Below is a summary and table of content, for this long tutorial. Whether you are a beginner in Machine… Read More »Unfolding Naïve Bayes from Scratch

I’m a big fan of Woody Allen’s earlier movies such as “Bananas”, “Sleeper” and especially the award winning “Annie Hall.”  One of the things that… Read More »The Power of Reframing and the Economics of Starting Pitching

What is Google Colab: We all know that deep learning algorithms improve the accuracy of AI applications to great extent. But this accuracy comes with… Read More »Run Deep learning models for free using google colaboratory

I built a scenario for a hybrid machine learning infrastructure leveraging Apache Kafka as scalable central nervous system. The public cloud is used for training… Read More »Scalable IoT ML Platform with Apache Kafka + Deep Learning + MQTT

Around two decades ago, marketing existed as a soft function within organizations. There is no denying its importance, of course, but from an organizational perspective,… Read More »AI-Driven Transformation & the Impact on Marketing

In a previous blog I wrote about 6 potential applications of time series…. To recap, they are the following: Trend analysis Outlier/anomaly detection Examining shocks/unexpected… Read More »Outlier detection with time-series data mining