How to build a Statistical Model with Supervised Machine Learning, Train, Test, Publish and Consume that Model using Python

How to build a Statistical Model with Supervised Machine Learning, Train, Test, Publish and Consume that Model using Python

Watch the entire hands-on coding session and learn how to build a simple Machine Learning Model (Supervised Machine Learning) using Python. Simple application of Pandas for Data Frame and Numpy for Arrays SkLearn (SciKit) for using different Regressors (Decision Tree/Linear Regression) SkLearn for splitting source data set into Training and Testing datasets for cross...

DIY Python – How to setup Pizzapy database on SQL Server, quickly generate sample data in Orders table for data analysis and data science experiments with Python

DIY Python – How to setup Pizzapy database on SQL Server, quickly generate sample data in Orders table for data analysis and data science experiments with Python

Download SQL Script files here: https://github.com/kishoregd/PizzapyDatabase https://github.com/kishoregd/PizzapyDatabase/blob/master/Setup_Pizzapy_DBScript_v1.sql https://github.com/kishoregd/PizzapyDatabase/blob/master/Create_Pizzapy_Orders_Data_Script_v1.sql Prerequisites: 1. Some knowledge of T-SQL 2. Knowledge of SQL Server. Download 180-day free trial of SQL Server 2019 here 3. Knowledge of Microsoft Management Studio. Download MMS is here. It’s Free! As we continue to explore Python for Data Science experiments, we need some sample data for...

Migrating On-Premises Data Analytics Capabilities to Cloud – Myth or Reality?

Migrating On-Premises Data Analytics Capabilities to Cloud – Myth or Reality?

Data Analytics Capabilities From an organizational point of view, apply data analytics to support decision making, supported by tools, technologies and well-defined business processes. Data – Master Data, Operational and Analytical Tools to process, analyze data and empower business units for decision making and evaluate continuously Technologies to store, secure, manage and maintain data...

Building an Analytical Base Table

Building an Analytical Base Table

What is Analytical Base Table? Analytical Base Table (ABT) is a flat table that is used for building analytical models and scoring (predicting) the future behavior of a subject. Wikipedia Let me walk through a simple real-world scenario and see how best we can use this LAG function in SQL Server.  By the way,...