Logistic Regression

Logistic Regression

Logistic Regression (aka logit, MaxEnt) classifier. In the multiclass case, the training algorithm uses the...
How To Use Them and Which One is Better?

How To Use Them and Which One is Better?

Even though WordPress guarantees simplistic, intuitive, and quick web development and post publishing, there are other content management systems (CMS)...
Comparing Python and SQL for Building Data Pipelines

Comparing Python and SQL for Building Data Pipelines

Breaking into the workforce as a web developer, my first interaction with databases...
How to Improve MySQL AWS Performance 2X Over Amazon RDS at The Same Cost

How to Improve MySQL AWS Performance 2X Over Amazon RDS at The Same Cost

AWS is the #1 cloud provider for open-source database hosting, and the go-to cloud for MySQL deployments. As organizations continue to migrate to the cloud, it’s important to...
19 Data Science and Machine Learning Tools for people who Don’t Know Programming

19 Data Science and Machine Learning Tools for people who Don’t Know Programming

Introduction Programming is an integral part of data science. Among other things, it is...
PostgreSQL Connection Pooling – Pros & Cons

PostgreSQL Connection Pooling – Pros & Cons

A long time ago, in a galaxy far far away, ‘threads’ were a programming novelty rarely used and seldom trusted....
Data Science – 8 Powerful Applications

Data Science – 8 Powerful Applications

Data science is one of the most exciting emerging fields. As we will see throughout the course of this article it is increasingly becoming an...
MapReduce in C from Scratch Using Threads: Map

MapReduce in C from Scratch Using Threads: Map

Luciano Strika Hadoop’s MapReduce is...
Batch Normalization and Dropout in Neural Networks with Pytorch

Batch Normalization and Dropout in Neural Networks with Pytorch

In this article, we will discuss why we need batch normalization and dropout...
Building An Analytics Data Pipeline In Python

Building An Analytics Data Pipeline In Python

If you’ve ever wanted to learn python online with...
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