Chrome DevTools – Becoming A Power User
This article will help you get the basics of chrome’s developer tool and turn you from a novice user to a Power user.
Year: 2019
Interesting CSS properties
Many times we write javascript or jquery for a particular effect. But these effects are easily achieved by CSS. We write many lines of code in javascript and jquery which can be achieved by writing a few lines of code in CSS. In this section, we will discuss some of them. In this blog, we […]
CSS Units
The first and most fundamental concept in building a responsive web design is the units that we use to set many of our properties with.In this article, we are going to learn some CSS units and how they are different from each other and when to use a particular unit according to your requirements.
Responsive web design
Almost everyone these days wants a mobile version of their website. If we think of a website we don’t have to explicitly say a “responsive website“. It is expected from the developer to make a website responsive.
Word2Vec / Glove / Fasttext – How to implement and use them
In this post we will understand basic concepts of word2vec and see how to implement and use it.
Visualize Data – PCA vs t-sin vs TSVD
When we are working with ML, we are most of the time working with vectors in higher dimensions. This makes it very difficult to actually visualize and view data. Above are few of the methods which we can use to visualize data.
TF IDF – Word Embedding
In this blog post let’s see in details what is TD-IDF
Bag of Words – Count Vectorizer
In this blog post we will understand bag of words model and see its implementation in detail as well
NLP – Word Embedding
Word embedding is a very important concept in NLP. Its very important to understand what is it and what it is used for.
NLP – Basics – Getting Started
NLP NLP is a branch of machine learning which mainly deals with text language and making it able for a system to understand human language. We look into libraries like spacy, nltk and scikit-learn and implement some basic things used with NLP.