Quick ramp-up of a full ML stack, based on a synthetic dataset


This article will technically guide you, in a step-by-step fashion, for ramping-up a synthetic dataset (features+labels) followed by Exploratory Data Analysis (EDA) and Machine-Learning (ML) analysis. It could be applied as a common template for an early ramp-up, before real data becomes available.


  1. Dataset (synthetic) high-level definition - features and…

Google-Sheets as a Database proxy — illustration


Formally, a “database” refers to a set of related data and the way it is organized. Access to this data is usually provided by a “database management system” (DBMS) consisting of an integrated set of computer software that allows users to interact with one or more databases and provides access…

Choose your open-source portion

Python is developed under an OSI-approved open source license, and making it freely usable and distributable, even for commercial use. …

In this article, we’ll first provide a brief introduction for the titled problem, and then, will address it with a technical step-by-step guide.

Readers which are also interested in non-SQLite combinations (with Django+Docker) might also find this article interesting, since the database change does not play a dramatic role in…

RASA is one of the leading chat-bot solutions these days, mainly due to its cutting-edge engines (AI wise) and due to its emerging community.

A technical Quick-Start for applying Rasa Chat-Bot

A lot has already been written about RASA, either in Rasa official documents, in the various communities or in technical blogs, such as this one…


This blog will technically guide you how to end up with an innovative machine-learning ChatBot (webApp), ramped-up over ChatterBot and Django frameworks and eventually deployed on Heroku server.

Drowning is the third leading cause of unintentional injury & death worldwide. 1.2 million people around the world die and get injured by drowning every year, more than 2 people per minute[1].

Supervised beaches are the most challenging environments to lifeguards, due to the influence of external factors such as…

A lot have been said and written about the titled topic.

This page provides my two cents, wrapped as a practical cookbook for the desired flow (in a “how-to” fashion..).


Shahar Gino

Data Scientist

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