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What is ITI? ITI stands for Industrial Training Institute. There are many ITIs in India which provide education related to different industries after high school. The Directorate-General for Employment and Training (DGET), the Ministry of Skills Development and Entrepreneurship along with the Union Government established it to provide training to those students who do not want to continue their studies after high school. Many private and government it is are available all over India. After the completion of the training, students have to appear for the AITT (All India Trade Test). Students who successfully pass the test get a ... Read More
While working with arrays in Python, we often need to check whether a specific row exists in a given array. This can be useful in a variety of contexts, from data analysis to image processing to machine learning. Fortunately, NumPy provides a straightforward way to check whether a numpy array contains a specified row. In this tutorial, we will explore several techniques for checking whether a numpy array contains a specified row. We will discuss the use of numpy functions such as numpy.any(), numpy.equal(), and numpy.array_equal(). We will also cover how to check for the presence of a specified row ... Read More
Ensemble learning is a machine learning technique that combines the predictions of multiple models to improve the overall performance of the model. The idea behind ensemble learning is to train multiple models independently and then combine their predictions to make a final prediction. This approach can lead to better performance than using a single model, as it can reduce overfitting and improve the generalization of the model. Ensemble learning is widely used in machine learning and has been successful in many applications, including image classification, speech recognition, and natural language processing. It is a powerful tool for improving the performance ... Read More
What is CBSE? CBSE stands for Central Board of Secondary Education. It is a national board in India and many public and private schools are affiliated to the board. The Union government of India manages the CBSE board. The number of private and public schools affiliated to the CBSE board is more than 27, 000 while in foreign countries, 28 schools are affiliated. CBSE has instructed the affiliated institutions to use books from NCERT only. History of CBSE Uttar Pradesh Board of High School and Intermediate was the first board in India that was established in 1921. Rajputana Central India ... Read More
The Internet Message Access Protocol (IMAP) is a widely used protocol for retrieving email messages from a server. It allows a client, such as an email program, to access email messages stored on a server, as well as manipulate them in various ways. The Python standard library includes a module called "imaplib" which implements the IMAP protocol, providing a simple interface for interacting with IMAP servers. In this tutorial, we will take a closer look at the "imaplib" module and see how it can be used to retrieve and manipulate email messages in a Python program. Why Do We ... Read More
Image classification is an essential task in computer vision that involves recognizing and categorizing images based on their content. CIFAR-10 is a well-known dataset that contains 60, 000 32×32 color images in 10 classes, with 6, 000 images per class. TensorFlow is a powerful framework that provides a variety of tools and APIs for building and training machine learning models. It is widely used for deep learning applications and has a large community of developers contributing to its development. TensorFlow provides a high-level API called Keras, which makes it easy to build and train deep neural networks. In this ... Read More
One of the first steps in using Python is ensuring that the correct version of the interpreter is installed on your system. In this tutorial, we will discuss how to check the version of the Python interpreter on your machine. What is an Interpreter? Let's first understand what an interpreter is and why it is necessary for Python. An interpreter is a program that reads and executes code written in a particular programming language. It translates the code written in a high-level language, such as Python, into machine code that can be understood by the computer's processor. The Python ... Read More
One of the most important aspects of any programming language is the ability to handle numbers, including values that may be infinite or undefined. In Python, the concepts of infinity and NaN (Not a Number) are important to understand, as they are often encountered in mathematical calculations and data analysis. In this tutorial, we will explore how to check for infinity and NaN values in Python. Infinity in Python Infinity is a mathematical concept that represents a number that is larger than any finite number. In Python, infinity is represented by the keyword "inf". This keyword is used to represent ... Read More
One of the strengths of Python is its ability to work seamlessly with a variety of databases, including SQLite. SQLite is a lightweight relational database management system that is often used for embedded systems and small-scale applications. Unlike larger databases like MySQL or PostgreSQL, SQLite doesn't require a separate server process, and data is stored in a single file on disk. To use SQLite with Python, you'll need to install the sqlite3 module, which comes bundled with most Python installations. Once you've done that, you can create a connection to your SQLite database and start querying it using SQL commands. ... Read More
Python is a versatile programming language that is widely used for various purposes, including file and directory operations. One of the most common tasks in file and directory operations is to check if a directory contains files or not. In this article, we will discuss how to check if a directory contains files using Python. Before we dive into the implementation, let's understand the concept of directories and files. A directory is a folder that contains files and other directories. It is used to organize files and directories in a hierarchical manner. In other words, a directory can contain ... Read More