At times the data which we have at our disposal ain’t really the data that we need. It really puts us in an awkward situation where we can’t readily deduce anything with what we have. Conversion of data from one format to another is synonymous with what translation is for humans. Similar to how we …
Convert Hex to RGB Values in Python – Simple Methods Read More »
Data is available in various formats and so does its subset – the numerical data! What’s with numbers you ask? Well, there is a lot in fact. We have whole numbers, decimals, integers, complex numbers and so on. At times, the data type available in the input is not exactly what is required for analyzing. …
How to Convert float64 Columns to int64 in Pandas? Read More »
Classification is a machine-learning technique used to predict the type of new test data based on the training data. Before understanding the various classification algorithms, let us start with a few basics. What is Supervised Learning? Supervised learning is a machine-learning technique that uses the labels of the data to understand, predict, or classify the …
What Are the Different Types of Classification Algorithms? Read More »
Sometimes numbers just are not enough. More and more numbers make it a tad bit difficult to differentiate and interpret data. That’s exactly where textual information comes in! A bit of textual data goes a long way in explaining what those numbers stand for. At times, one might also see oneself in a situation where …
Conv2D is a Keras function that is widely used in building CNNs for image processing tasks. In this article, we will discuss Conv2D in detail, including its working principle, code implementation examples, and practical use cases. Find more on use of Keras in Deep Learning here What is Convolution operation? The convolution operation is a …
Lists are one of the most frequently used data structures in the Python language. They are used to store different data types together. Let us see what is a list, ways to create a list, how to access the list elements, and finally, splitting the elements of the list. What Is a List? A list …
What Is a List and How to Split the Elements of a List? Read More »
Optimization is one of the critical processes in deep learning that helps in tuning the parameters of a model to minimize the loss function. Adam optimizer is one of the widely used optimization algorithms in deep learning that combines the benefits of Adagrad and RMSprop optimizers. In this article, we will discuss the Adam optimizer, …
Sometimes when we need to use certain modules in our program, we forget whether we have it installed in our system or not. We can directly do this by importing the required module in our code but it will raise an “ImportError” which is not something that we desire. We can also use python’s command …
Amongst the umpteen mathematical constants in existence, one that is prominent of the lot would be Euler’s number. Distilled after a series of derivations by Leonard Euler in the 18th century, Euler’s number ventured into the world as we know being irrational with over a trillion digits of accuracy. Denoted by the letter ‘e’, given …
Using Euler’s Number & Power Operation in Python Read More »
In every programming language, one of the most common things are errors. Errors are raised when we a block of code cannot be partially or completely executed as it violates some basic built in logic of the programming language. Errors can be of different types, such as runtime errors, logical errors, compilation errors, and many …