Unfolding Naïve Bayes from Scratch
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 Learning or you have been...
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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 ...
Statistical analysis on the Android platform
Last week a new release of AWork (version 2.0) was submitted to Google Play (see the AWork link). Finally it supports Android 8+ devices with high resolution screens. A...
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...
AI-Driven Transformation & the Impact on Marketing
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, ...
Outlier detection with time-series data mining
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 shoc...
Building a Data Democracy
Data democracy has been a hot topic of late. But what does this really mean? Further, what do we actually need to DO to build a culture of data democracy? This i...
Data Engineer and Business Analyst Might be the Best Data Science Opportunities
Summary: Not everyone wants to invest the time and money to become a data scientist, and if you’re mid-career the barriers are even higher. If you still want to be d...