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Word2Vec, one of the technique to convert text into numbers. It is one of the common form of word embedding. Basically, algorithms for Machine Learning and Deep Learning Architectures cannot process strings or plain text in their raw form. In order to perform some kind of work, whether it is classification, regression, etc., they require numbers as inputs in general terms. And it is imperative to extract information from it and create applications with the enormous amount of data that is present in the text format. Thus, we need some technique that can convert the text into acceptalbe input for…


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In today’s generation of technology, I feel falling asleep easily is the hardest thing for most of us. And the sleeping process is the most important part of our routine. Our next mornings are usually dependent on how we slept other night. Even I faced this problem for many years but then my grandmother shared a trick with me which helped me a lot to improve my sleeping patterns. This is a trick from my grandmother who belongs to a military family and she learned this from her parents. Every day, I learned and applied it and learned to sleep…


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In the field of Natural Language Processing, we always come around the words Lemmatization or Stemming under the text preprocessing steps. These both the words are quite confusing often and sometimes just puzzles the researcher with the way of their functioning. It’s often difficult to understand the minute differences lying between the two functionalities. This blog covers the differences between the two methods. In the end, the reader will have a more clear picture of these two. These methods are applied to adjust text, words, documents for more defined processing. …


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Source: Unsplash. Photo by Sebastián León Prado

Everyone on this planet wants to live a dream life. To achieve this goal, some are trying hard and some are just daydreaming. In my life experience, I have always achieved what I dreamed of. In this blog, I want to share some of the prerequisites that are needed to find your dream job. I have been applying this technique for many years and this could be applied in any field or work or relationship. However, in this blog post, we will see the technique that can be applied to find the right or dream job in your career. …


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There are many blogs and material on the internet about having reading a book as a hobby and art. When we listen to all successful people they all one thing in common i.e they read a lot of books. We all know how books can empower us and grow us. But in this blog, I am going to share the tips for a lazy book reader to an active one. Yes, I am going to share how I developed my love for reading books. I am a person who has never read a book other than academics till the age…


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It was a fine sunny day. One of my friend was preparing for an interview and I was helping her for the preparation as per the job description posted. Then she asked me the questions that she can ask the employer and I felt this can be the interesting part to understand the project and company policies ahead. Not only, preparing answers for the interview but asking questions even plays a key role during an entire interview process. After some research, I came across the list of questions that I felt must be shared with you in this blog. This…


Blockchain the most buzzing word in the newly emerging era of technology. Have you heard of the term ‘Bitcoin’? Definitely, everyone knows about this. The professionals from the sector of banking, investment, or cryptocurrency must have heard the word “blockchain,” the record-keeping technology behind the Bitcoin network. In short, Bitcoin works on the mechanism of Blockchain technology.

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In this blog, I will try to explain Blockchain technology and its process in simple words.

What is Blockchain?

Blockchain is nothing but a simple type of database. A database where data is stored in the form of blocks and then chained together. It is possible…


Some people believe that data science is similar to computer science in different aspects. In this blog, I will explain in detail the overlapping fields and the particular differences between data science and computer science. This will also guide you to make a right carrer option of your interest.

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When speaking about its sub-branches, computer science has a subdomain such as analytics, artificial intelligence, web creation, programming, processing of natural languages, machine learning, and a few others, data science is primarily connected to data mining, deep learning, and big data.

Let’s take a look in a little more detail at…


Regression and classification are many times confusing to many beginners in the field of Machine learning. Eventually, this will make it impossible for them to adopt the correct methodologies for solving problems with prediction.

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Regression and classification are both types of supervised machine learning algorithms, where a model is trained along with correctly labeled data according to the current model.

Before we dig deep into understanding the variations between algorithms for regression and classification. Let’s understand each algorithm first.

Regression Machine Learning Algorithm:

Regression algorithms estimate a continuous value based on the input variables. The primary objective of problems with regression is to approximate…

Dr. Monica

Research aspirant in Machine learning and Data Science. Aspirant to blog about life and it’s experience

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