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Published in Analytics Vidya
If you are in Pythoneer/Pythonista or at least familiar with python, you will encounter the word PIP as this is a vital tool that we will use to install a package to import any package in the program. Have you ever thought of creating your package or wanted to know how this process works then you came to the perfect place?
View articlePublished in ShapeAI
Creating a Machine Learning Model is not enough!. Deploying it in a web/android application will fulfill the real-world application. To create a web application we can use Django or Flask as a backend framework. Flask is a micro backend framework that is perfectly suitable for creating a web application with Machine Learning Models.
View articlePublished in Analytics Vidya
Generally, after we train a model we need to test it. In the Development phase, it can be done using CLI (Command Line Interface). But when we need to proceed to the deployment phase, We need to make our model run
View articlePublished in Medium
Sweetviz is an open-source Python library that generates beautiful, high-density visualizations to kickstart EDA (Exploratory Data Analysis) with a single line of code. The output is a fully self-contained HTML application.
View articlePublished in Analytics Vidya-Medium
Hummingbird is a library for compiling trained traditional ML models into tensor computations. Hummingbird allows users to seamlessly leverage neural network frameworks to accelerate traditional ML models.
View articlePublished in Analytics Vidya-Medium
Datasets are a collection of instances that all share a common attribute. Machine learning models will generally contain a few different datasets, each used to fulfill various roles in the system.
View articlePublished in Analytics Vidya-Medium
When you are dealing with machine learning problems one day or another you will definitely encounter imbalanced data. So let’s discuss what is Imbalanced Data?
View articlePublished in Analytics Vidya-Medium
Color Separation in an image is a process of separating colors in the image. This process is done through the KMeans Clustering Algorithm.K-means clustering is one of the simplest and popular unsupervised machine learning algorithms.
View articlePublished in Analytics Vidya-Medium
When we want to build any deep learning model we need to process more image data, but when we have a limited amount of images then Image Augmentation comes into the race. Image Augmentation is a method of expanding the image
View articlePublished in Analytics Vidya-Medium
PageRank (PR) is an algorithm used by Google Search to rank websites in their search engine results. PageRank was named after Larry Page, one of the founders of Google. PageRank is a way of measuring the importance of website pages.
View articlePublished in Analytics Vidya-Medium
The app is there on both Google Play and Apple App Store. It is available in 11 languages. It is designed to keep a user informed in case he/she has crossed paths with someone who has tested positive.
View articlePublished in Devmeet.in
The Ultimate Goal of a software developer is to write quality code. The main aspect to think in writing quality code is looking at complexity
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