Basic and OOPs concepts for software programming — In this article, we will explain the code concept comparison between c++ and python. Topics to be covered 1. Curly Braces (Braces) vs. Indentation 2. Input/Output 3. Class 4. Constructor and Destructor 5. Function 6. Libraries 7. Inheritance 8. Polymorphism Curly Braces (Braces) vs. Indentation Curly braces in C++ are used to group statements…

Concept of machine learning — Introduction Before jumping into Polynomial regression, let us first understand what is regression and why do we use it? A regression is nothing but a statistical way of determining the character and strength of a relationship between a single dependent variable. This method is mainly seen in the finance and…

Handful concept to run SQL queries from jupyter notebook — This article will be very helpful to run the SQL server queries using python. Here we will see two types of connections to connect the jupyter notebook and MS SQL server using python. Pyodbc It is used to connect the databases with ODBC, the odbc is an API in the computer…

Pandas and Numpy play a vital role in data science and machine learning — Introduction When you extract data from the web, it is not necessary that the obtained data is always clean or structured, right? Well, Python provides us a feature to structure this messy data using Pandas data frames, a package in Python. Before discussing the Pandas data frame, let us first…

Easy concepts for data science and software development — If you are facing the problem of slow-speed programming in python, then this article might be a treasure for you. Here, I will explain the three methods with code examples through which you can boost the speed of the code. When we are working on high-level languages it becomes slow…

A client and a server segments in the HTTP protocol — Introduction Have you ever posted or got data from the internet by just using a few lines of code? In this article, we will be discussing the two HTTP request methods, namely GET and POST, and how they are implemented using Python. …

The explanation for software development projects — C++ is a middle-level language introduced by Bjarne Stroustrup, giving it the advantage of programming low-level (drivers, kernel) and high-level applications (GUI, Desktop apps, etc.). Extending the C programming language with the addition of object-oriented concepts, C++ was developed. It is often regarded as a powerful and easily understandable programming…

Helpful functions for data science and machine learning — This article will get you familiar with different ways of creating a pandas dataframe with python in the jupyter notebook. Topics to be covered: 1. Reading and creating data frame with csv function 2. Reading and creating data frame with excel function 3. Reading and creating data frame with python dictionary 4. Reading and creating a data…

Useful concepts for time series analysis in data science and machine learning — Introduction When it comes to data handling, we know that the data always keeps changing due to currency and sales, whether it’s from industries like retail, economics, or finance. All the data generated is highly dependent on time. And if these data weren’t time-stamped or marked, it would be practically…