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Introduction to RabbitMQ

Reading Time: 3 minutes The world is a stage where all of us are artists. Constant learning is the foundation of success. So here we are going to learn about an open-source message broker technology which is RabbitMQ. Overview RabbitMQ is the open-source message broker software that uses AMQP to transfer data. i.e, RabbitMQ accepts messages from producers and delivers them to consumers. So, RabbitMQ is like a middleman Continue Reading

Cloud Data Loss Prevention (DLP): Part-2

Reading Time: 2 minutes Google Cloud Platform’s Data Loss Protection API provides a service that can make organizations manage sensitive data, including detecting and redaction, masking, and tokenizing such data. This can help organizations comply with regulations such as GDPR, and reduce the risk of data exposure and data breaches. Such as a name, email address, telephone number, identification number, or credit card number. In the previous blog Cloud Data Loss Continue Reading

Getting Started With Django web framework

Reading Time: 4 minutes What is Django? Django web framework is a full-fledged python based web framework that can be used to build complex and highly scalable web apps. It closely follows the MVC(Model, View, Controller) pattern of software development i.e., MVT(Model, View, Template) where the template is equivalent to the controller in the MVC pattern. Model defines the data structure. This is the base layer to an application Continue Reading

How To Find Correlation Value Of Categorical Variables.

Reading Time: 4 minutes Hey folks, In this blog we are going to find out the correlation of categorical variables. What is Categorical Variable? In statistics, a categorical variable has two or more categories.But there is no intrinsic ordering to the categories. For example, a binary variable(such as yes/no question) is a categorical variable having two categories (yes or no), and there is no intrinsic ordering to the categories. Continue Reading

Know basics of OpenCV for Image Processing in Python

Reading Time: 5 minutes OpenCV known as Open Source Computer Vision, is a library in Python used for Computer Vision and Image Processing Tasks. It has a modular structure and includes several shared and static libraries. OpenCV can be used in languages such as Python, C++, Java etc. Some of the applications of OpenCV include Edge Detection, Face Detection, Object Detection, Face Recognition etc. Using OpenCV we can process Continue Reading

Getting Familiar with Activation Function and Its Types.

Reading Time: 7 minutes Hey Folks, In this blog we are going to discuss activation function in Artificial Neural Networks and their different types. Before going there, let’s get some idea about what is an artificial neural network? Artificial Neural Network(i.e., ANN) Artificial Neural Network refers to a biologically inspired sub-field of Artificial Intelligence modeled after the brain. ANN is a computational network based on a biological neural network Continue Reading

Pandas for Data Analysis

Reading Time: 4 minutes Why Pandas for data Analysis? Real ‘raw’ data needs a lot of ‘wrangling’ operations before it can be ready for dissection by a data scientist one of the popular tools for data wrangling in python is Pandas. Because of the availability of widespread packages of Pandas for almost every possible function. The library Pandas is one such package that makes life easier especially for data analysis. Through Continue Reading

An Introduction to Mako Templates in Python

Reading Time: 3 minutes Introduction to Mako Have you ever worked on a project in Python and thought to yourself, “Gee, it would be nice if I could dynamically generate web pages and/or text and have them directly interact with my program.” Well, you’re in luck because enter Mako templates. Mako is a template library and a Python Sever Page language, allowing content such as HTML, XML, and text Continue Reading

Marshmallow: Easy Serialization in Python

Reading Time: 2 minutes Introduction Marshmallow, stylized as “marshmallow”, is an object-relational mapping library which is used to convert objects to and from Python data types. It is often used alongside SQLAlchemy, an ORM that maps database schemas to Python objects. Marshmallow is often used to deserialize Python dicts to SQLAlchemy models and vice versa. Let’s focus on how to use Marshmallow. Creating Schemas First, we need to create Continue Reading

Creating Forms Using Survey Monkey

Reading Time: 2 minutes Nowadays, for creating a survey form there are many options available. Survey Monkey is one of the tools for creating various types of surveys and polls. Various templates are also available that can be helpful while creating a form. There is also an option for customizing the surveys. We can also ask a survey monkey to build a survey for us. Survey questions In a Continue Reading

Running Apache Airflow DAG with Docker

Reading Time: 3 minutes In this blog, we are going to run the sample dynamic DAG using docker. Before that, let’s get a quick idea about the airflow and some of its terms. What is Airflow? Airflow is a workflow engine which is responsible for managing and scheduling running jobs and data pipelines. It ensures that the jobs are ordered correctly based on dependencies and also manages the allocation Continue Reading

MachineX: Run ML model prediction faster with Hummingbird

Reading Time: 3 minutes In this blog, we will see how to make our machine learning model’s prediction faster with a recently open-sourced library Hummingbird. Nowadays, we can see a lot of frameworks for deploying or serving the machine learning model into production. As a result, It is a headache for a data scientist to choose between these frameworks, keeping in mind how their model either Sklearn or LightGBM Continue Reading