I recently shared an article on how to prepare for a coding interview, but sometimes you want to prepare for a coding interview for a specific company that has standards on what they expect from their employees. One of these…
Text analysis is one of the major applications where machine learning algorithms are used. The process of converting textual data into numerical data is known as the process of vectorization in machine learning. It is an important task because you…
Data Scientist is one of the best jobs in the IT industry today. So many professionals capable of coding are considering shifting their careers to become data scientist. If you can code or want to learn to code, you can…
In graduate studies, many students find it difficult to achieve good grades because they do not get much support in higher education courses compared to the support that students receive in schools. We can use machine learning for the student…
If you are from a statistical background, it will be easier for you to understand and analyze your data. Every time we get the data, we need to explore it to understand the features and distributions of data. Understanding the…
Stylecloud is a Python package that helps in creating beautiful word clouds in just a few lines of code. You can use this Python package to create unique and amazing word clouds from your textual data in just two lines…
If you are a beginner in data science, then you must be confused about which datasets you should use for improving your data science skills. If you have never worked on any dataset before then you should only choose datasets…
Do you know how you get a unique OTP every time you go through the payment process in an online transaction? Each company has its ways of creating an OTP for verification, but most of the companies have their systems…
C++ is one of the best programming languages for game development. Being an interpreter based programming language, Python is not much preferred for game development. But still, you can try to build some basic games with Python to improve your…
There was a time when Covid-19 got out of hand. Even after the lockdown, this still resulted in a rapid increase in cases as in some countries cases were brought under control but the economy was sacrificed. In such a…
A recommendation system is one such data science application that is used by almost all companies based on products and services on their website and software applications. In this article, I will introduce you to 4 data science projects on…
Countryinfo is a Python module that helps to extract information about any country about the properties of that country, including ISO information, states, languages spoken, currencies, and various other information. In this article, I will introduce you to a tutorial…
Computer vision is a subset of artificial intelligence where the goal is to process an image and then give a machine the ability to see what’s inside that image using machine learning algorithms. In this article, I will introduce you…
The NLTK library in Python is one of the best Python libraries for any natural language processing task. It provides so many useful functions for word processing including tokenization, stemming, tagging, parsing and many other tasks that we need to…
Data Science is a combination of computer science and data mining. It is one of the highly paid jobs in the market today. If you are new to data science then it can be difficult to get your first data…
A heatmap is used to visualize the relationship between the features to analyze correlation, variance, anomalies, and various other patterns between features in a dataset. In this article, I’ll walk you through a tutorial on how to visualize a heatmap…
The process of a coding interview remains the same in most of the big tech companies and MNCs. In most of the coding interviews, you find problems based on the concepts of data structures and algorithms to check your problem-solving…
WhatsApp is one of the most used messenger applications today with more than 2 Billion users worldwide. It was found that more than 65 billion messages are sent on WhatsApp daily so we can use WhatsApp chats for analyzing our…
The Tqdm library in Python is used to add progress bars that show the processing behind the execution of the program. In this article, I will walk you through a tutorial on Tqdm in Python to display the progress bars…
A lot of people often get confused between the job roles of Data Scientists and Machine Learning Engineers. Both these professions are concerned with working with data and machine learning algorithms, so what’s the difference between them? In this article,…
