Author Archives: Victor Dey - Page 31
In recent years, if you have explored Data Science, you must have heard or come across the term “Natural Language Processing” and “How Natural Language Processing is changing the face of Data Analytics”. But, what exactly is Natural Language Processing? Natural language refers to the way humans communicate and connect. Today, we are surrounded by…
The post How To Paraphrase Text Using PEGASUS Transformer appeared first on Analytics India Magazine.
Technology and Technological developments in this decade have led to some of the most awe-inspiring discoveries. With rapidly changing technology and systems to support them and provide back-end processing power, the world seems to be becoming a better place to live day by day. Technology has reached such new heights that nothing our ingenious mind…
The post Real-World Blind Face Restoration with Generative Facial Prior appeared first on Analytics India Magazine.
Sweetviz is an open-source Python library that helps generate beautiful, highly detailed visualizations to Exploratory Data Analysis with a single line of code. It also generates a summarised report and can help create interactive dashboards as well. The output generated is a fully self-contained HTML application.
The post Step By Step Guide To Data Analysis Using SweetViz appeared first on Analytics India Magazine.
Sweetviz is an open-source Python library that helps generate beautiful, highly detailed visualizations to Exploratory Data Analysis with a single line of code. It also generates a summarised report and can help create interactive dashboards as well. The output generated is a fully self-contained HTML application.
The post Step By Step Guide To Data Analysis Using SweetViz appeared first on Analytics India Magazine.
Sweetviz is an open-source Python library that helps generate beautiful, highly detailed visualizations to Exploratory Data Analysis with a single line of code. It also generates a summarised report and can help create interactive dashboards as well. The output generated is a fully self-contained HTML application.
The post Step By Step Guide To Data Analysis Using SweetViz appeared first on Analytics India Magazine.
Gradio is an open-source library for Python language that allows you to quickly create easy to use customizable User Interface components for any ML model. In this article, we will try to implement a Language Translator App Using The Gradio and its Transformer Model, translate a text of a different language using a translator pipeline and build a lightweight app that translates text into a specified language in realtime.
The post Creating A Language Translator App Using Gradio appeared first on Analytics India Magazine.
This article will discuss two of the most popular Python frameworks for developing web applications, Streamlit and Plotly Dash. Streamlit and Plotly Dash are an open-source Python library that provide development components to create and share beautiful and easy to use custom and interactive web applications.
The post Streamlit vs PlotlyDash: Comparison With Python Examples appeared first on Analytics India Magazine.
Generative adversarial networks, also known as GANs is an algorithmic architecture is used widely in the field of image generation. GANs can be taught to automatically create many things such as images, music, speech, or prose.
The post Beginner’s Guide to Generative Adversarial Networks (GANs) appeared first on Analytics India Magazine.
A neural network is a system of software patterned similar to the operation of neurons in a human brain. However, traditional and simple neural networks are not ideal for image processing and need images to be fed in reduced resolution divided into pieces. Convolutional Neural Networks or CNN are popularly known as deep learning architecture…
The post Guide To VOLO: Vision Outlooker For Visual Recognition appeared first on Analytics India Magazine.
Time series data is a set of observations collected through repeated measurements over time. Plotting the points on a graph, one of our axes would always be time. Time series data is everywhere since time is a constituent of everything observable. As the world advances every day with technology, sensors and systems constantly produce a…
The post Comprehensive Guide To Time Series Analysis Using ARIMA appeared first on Analytics India Magazine.