python

Use Plotly Library for Visualization

Reading Time: 4 minutes Plotly is a very important and beautiful Library of data science. It is an open-source library. It also supports both framework python and Django It has so many types of graphs like scatter, bar, pie bubble, dot treemap, etc. What is Plotly ? Plotly library which is an open-source and without charge kind of library. The utilize of Plotly for statistical analysis of data enables Continue Reading

Text Data Vectorization Techniques in Natural Language Processing

Reading Time: 6 minutes Features in any Machine Learning algorithms are generally numerical data on which we can easily perform any mathematical operations. But Machine Learning algorithms cannot work on raw text data. Machine Learning algorithms can only process numerical representation in form of vector(matrix) of actual text. For converting textual data into numerical representation of features we can use the following text vectorization techniques in Natural Language Processing. Continue Reading

File Handling and Operations in Python

Reading Time: 4 minutes Python is extensively used for file handling and operations performed in a file. It supports multiple programming paradigms such as: Structured Programming Object-oriented Programming Functional Programming File Handling Python has its own standard library which is very extensive and offers a wide range of functionalities such as I/O handling and standard solutions to many problems that arise during execution. It uses dynamic typing to verify Continue Reading

Cloud Data Loss Prevention (DLP): Part-1

Reading Time: 5 minutes Google Cloud Platform is a set of Computing, Networking, Storage, Big Data, Machine Learning, and Management services provided by Google that runs on the same Cloud infrastructure. There are over 100 products under the Google Cloud umbrella. In this blog, we will be discussing Cloud Data Loss Prevention (DLP) in detail. Cloud Data Loss Prevention (DLP) provides access to a powerful sensitive data inspection. In addition, 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

Is SpaCy Python NLP Any Good? Seven Ways You Can Be Certain

Reading Time: 4 minutes SpaCy is a free, open-source library for advanced Natural Language Processing (NLP) in Python. If you’re operating with plenty of text, you’ll eventually want to know more about it. For example, what’s it about? What do the phrases suggest in context? Who is doing what to whom? Which texts are just like every other? Certainly, spaCy can resolve all the problems stated above. Linguistic Features in SpaCy SpaCy goes Continue Reading

Functional Programming with Python

Reading Time: 4 minutes What is Functional Programming? “Functional programming is a programming paradigm that treats computation as the evaluation of mathematical functions and avoids state and mutable data”. In other words, functional programming (FP) promotes code with no side effects and immutable variables. It is a declarative type of programming style. Its main focus is on “what to solve” in contrast to an imperative style where the main Continue Reading

How to install python in target host using Ansible

Reading Time: 3 minutes Ansible is an open-source automation engine that automates software provisioning, configuration management, and application deployment. It is quickly becoming the popular configuration management tool today. It lets you to control and config the target nodes from single host machine. As we know the only requirement in target machine is the modern version of python installed. But what if the python version is not installed on Continue Reading

GitPython: How to use Git with Python

Reading Time: 4 minutes GitPython is a python library used to interact with git repositories. It is a module in python used to access our git repositories. It provides abstractions of git objects for easy access of repository data, and additionally allows you to access the git repository more directly using pure python implementation. Requirements for GitPython Python3 Git GitPython module pip and virtualenv, which come packaged with Python 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

Product demand forecasting with Knime

Reading Time: 5 minutes In this blog, we are going to see, Importance of demand forecasting and how we can easily create these forecasting workflows with Knime. Market request forecasting is a basic procedure for any business, however maybe none more so than those in buyer packaged products. Stock, production, storage, delivering, showcasing – each aspect of CPG and retail organizations’ activities are influenced by accurate forecasting. Identifying shoppers’ Continue Reading