Tag data science

What is Image Segmentation?

What is image segmentation
In this article, I will take you through a brief explanation of Image Segmentation in Deep Learning. I will only explain the concept behind the image segmentation here in this article. If you want to go through the practical part…

Pipelines in Machine Learning

Machine Learning Pipelines performs a complete workflow with an ordered sequence of the process involved in a Machine Learning task. In most of the functions in Machine Learning, the data that you work with is barely in a format for…

TensorBoard for Visualizations

TensorBoard is a great interactive visualization tool that you can use to view the learning curves during training, compare learning curves between multiple runs, visualize the computation graphs, analyze training statistics, view images generated by your model, visualize complex multidimensional…

Multiclass Classification

Multiclass classification
Where Binary Classification distinguish between two classes, Multiclass Classification or Multinomial Classification can distinguish between more than two classes. Some algorithms such as SGD classifiers, Random Forest Classifiers, and Naive Bayes classification are capable of handling multiple classes natively. Others…

Next Word Prediction Model

Next word prediction
Most of the keyboards in smartphones give next word prediction features; google also uses next word prediction based on our browsing history. So a preloaded data is also stored in the keyboard function of our smartphones to predict the next…

Binary Classification Model

Binary Classification is a type of classification model that have two label of classes. For example an email spam detection model contains two label of classes as spam or not spam. Most of the times the tasks of binary classification…

WordCloud with Python

Wordcloud with Python
You must have seen a cloud filled with words in a lot of Analysis tasks and machine learning projects. A WordCloud represents the importance of each word in a set of words by analyzing the frequency of terms. In this…

MySQL with Python

MySQL with Python
In this article you will learn to create databases, manipulate databases, and will also learn some operations on handling databases in MySQL with Python. You need to download and install MySQL from here, and after installing MySQL you also need…