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Types of Algorithms

Types of Algorithms

The sequence of steps we need to take to solve a particular problem is known as an algorithm. There are so many algorithms in computer science that fall under the categories of different types of…

Lazy Predict in Python (Tutorial)

Lazy Predict in Python (Tutorial)

Lazy Predict is a Python library designed to compare the performance of various machine learning models on a dataset. If you don’t know how to select an algorithm when training a machine learning model, this…

Fundamentals of Python

Fundamentals of Python

Python is a versatile programming language loved by so many data scientists, web developers, and even software engineers. To master Python for any profession, the most important step is to master the fundamentals of the…

Real-time Gender Detection using Python

Real-time Gender Detection using Python

Gender detection is one of the popular computer vision applications. When you use a camera to detect a person’s gender instead of detecting it on a picture, it can be said to be a real-time…

How Companies use Python?

How Companies use Python?

Python is one of the most popular programming languages today. As a student you might like Python more than other programming languages, but do you know how do companies use Python to solve their problems?…

Resize Image using Python

Resize Image using Python

Resizing images is one of the most important tasks in image processing. Sometimes we have to resize the images while working with them. There are many libraries in Python that can be used for this…

Set up VS Code for Python

Set up VS Code for Python

Visual Studio Code is one of the best code editors you can use for almost any programming language and any professional project. Most people new to the Python programming language encounter issues while setting up…

t-SNE in Machine Learning

t-SNE in Machine Learning

t-SNE is a very powerful machine learning algorithm that can be used to visualize a high-dimensional dataset also in two-dimensional figures. It stands for t-Distributed Stochastic Neighbor Embedding. If you want to learn more about…

Advanced Computer Vision Projects

Advanced Computer Vision Projects

Computer vision is a field of artificial intelligence that means giving a computer system the ability to see and analyze images just like humans. The FaceId in iPhone is one of the popular examples of…

Data Science Project Ideas

Data Science Project Ideas

Working on data science projects will help you improve your problem-solving skills and a good collection of data science projects will strengthen your portfolio which will leave a strong positive impact on your profile as…

Calendar GUI using Python

Calendar GUI using Python

A calendar is an application that helps organize days. You must have seen a calendar in your home, on your computer, and even on your smartphone. If you want to learn how to create a…

Best Programming Languages for Data Science

Best Programming Languages for Data Science

Programming is one of the most important technical skills that every data scientist should know. There are currently over 700 programming languages out there, so if you want to know which programming language is best…

How to Split a Dataset in Machine Learning

How to Split a Dataset in Machine Learning?

When we want to train a machine learning model, it is always recommended to divide the dataset into training and test sets if your dataset is large. If you are interested in learning how to…

How to do Data Storytelling?

How to do Data Storytelling?

Data storytelling is one of the most important soft skills that any data scientist should have. It means presenting the story behind the numbers generated by a business so that we can conclude the future…

Amazon Alexa Reviews Sentiment Analysis using Python

Amazon Alexa Reviews Sentiment Analysis using Python

Amazon Alexa is a cloud-based voice service developed by Amazon that allows customers to interact with technology. There are currently over 40 million Alexa users around the world, so analyzing user sentiments about Alexa will…

Why Statistics is Important for Data Science?

Why Statistics is Important for Data Science?

Statistics is one of the most important concepts you need to know as a data scientist because without any knowledge of statistics you cannot understand data. If you are learning data science without any knowledge…

Send Automatic Emails using Python

Send Automatic Emails using Python

Every time you register on a new app, you automatically receive a welcome message with your name on it. If you want to learn how to send such emails automatically, then this article is for…

How Companies are using Machine Learning

How Companies use Machine Learning?

In machine learning, we use data to predict the future course of action, but how does it add value to a company? If you are learning machine learning and don’t know how companies use machine…

Independent Component Analysis in Machine Learning

Independent Component Analysis in Machine Learning

Independent Component Analysis (ICA) is one of the alternatives of PCA that is used to find the underlying factors or components from a multivariate statistical dataset. This is different from a standard PCA because it…