Image Processing and Neural Networks Intuition: Part 1
In this series, I will talk about training a simple neural network on image data. To give a brief overview, neural networks is a kind of supervised learning. By this I me...
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Who will get hired at Google?
In this script, we will explore the open roles at Google, and try to see what common attributes Google is looking for, in future employees. This dataset contains text i...
Avoiding the IOT ‘Twister’ Business Strategy
Most organizations’ IOT Strategy look like a game of ‘Twister’ with progress across important IOT capabilities such as architecture, technology, data, a...
Keras Application for Pre-trained Model
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...
Stop Worrying About Your Job—Human Beings are the Biggest Factor in Successful Analytics
AI and machine learning have advanced rapidly over the past few years, and many have suggested that 2019 will be the year for businesses that have waited to finally embra...
The Power of Reframing and the Economics of Starting Pitching
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 always ...
Run Deep learning models for free using google colaboratory
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 requiring heavy comp...
Scalable IoT ML Platform with Apache Kafka + Deep Learning + MQTT
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 analytic...
My Favorite Statistical Procedure? Frequencies!
At a conference I attended a few years ago, a data scientist on a round table discussion replied to a question of what she considered the most important mathematical func...
How an Artificial Intelligence project is helping to make Brazilian politicians more accountable?
Chamber of Deputies is the lower house of National Congress of Brazil. It has 513 congress people, 219 of them max out their monthly spending that can be reimbursed. One ...