The SOLID principles are essentially a set of rules for helping us write clean and maintainable object-oriented code. Single responsibility (S) Open/closed (O) Liskov substitution (L) Interface segregation (I) Dependency inversion (D) In Part-1, we briefly discussed Single Responsibility. In Part-2, we briefly discussed the Principle of Open/Closed. The third…

Before the first line of code is written, there is the potential for a fair amount of thought and work going into a project. Not all of the work is going to be visible by the time development starts, and, realistically, not all of what could be produced pre-development will…

The SOLID principles are essentially a set of rules for helping us write clean and maintainable object-oriented code. Single responsibility (S) Open/closed (O) Liskov substitution (L) Interface segregation (I) Dependency inversion (D) In Part-1, we briefly discussed Single Responsibility In this article, we will try to illustrate…

The following program prints out the Python keywords

SciPy is a collection of sub-packages for many specialized scientific computing tasks. For a more detailed description, please refer to https://docs.scipy.org. The sub-packages available in SciPy are summarized in the following table:

As programmers one keeps on hearing that one ought to understand the “Big Picture” to write better code But what does “Big Picture” actually mean and why it is important? In this write up we will try to answer these questions. In my view the “big picture” involves awareness of…

NumPy NumPy is the foundational library for the scientific computing library for the Python ecosystem; the main libraries in the ecosystem — pandas, matplotlib, SciPy, and scikit-learn — are based on NumPy. In short, as the name suggests, NumPy is a Python module brimming with useful functions for dealing with numbers…

In this article, we build upon the concept of Design Pattern to explain Data Exploration Pattern in Machine Learning Data Exploration pattern helps to gain a preliminary understanding of the data to be used for developing ML models. The developed understanding helps in choosing the correct ML algorithm. There are…

The SOLID principles are essentially a set of rules for helping us write clean and maintainable object-oriented code. Let’s go over what the initials SOLID stand for: Single responsibility (S) Open/closed (O) Liskov substitution (L) Interface segregation (I) Dependency inversion (D) In this article we will try to…