Say Hello to Artificial Intelligence
Say Hello to Artificial Intelligence
[Introduction] Traffic signs are everywhere on our roads, ensuring safety and efficient traffic flow. But what if we could teach a computer to understand and interpret these signs, just like humans do? That’s exactly what we’re going to explore in this video. [Project Overview] In this project, we trained a deep learning model to classify …
Traffic Sign Classification with 47 Classes: A Deep Learning Journey Read More »
To classify the Titanic dataset using Python, you will need to follow these steps: Here is an example of how you could classify the Titanic dataset using Python: This code first imports the necessary libraries, then loads the data using Pandas, explores the data, preprocesses the data by dropping missing values and encoding categorical variables, …
Dimensionality reduction is a method used to reduce the number of features or dimensions in a dataset. This is often done to reduce the complexity of the data, make it easier to visualize, or to improve the performance of machine learning algorithms. There are many different techniques for dimensionality reduction, including: Dimensionality reduction can be …
Django is a popular and powerful web framework for Python. It allows developers to quickly create and deploy web applications using a wide range of features and tools. Django is known for its emphasis on convention over configuration, which means that it follows a set of established patterns and conventions for building web applications, so …
Flask is a popular micro web framework for Python. It is a lightweight framework that allows you to build web applications quickly and easily. Flask is easy to get started with and has a simple, easy-to-use API. It is often used for building simple, single-page web applications or for building the back-end of more complex …
To run Flask on a Raspberry Pi, you will first need to install Flask using pip, the Python package manager. You can do this by running the following command: Once Flask is installed, you can create a simple Flask app by creating a file called app.py and adding the following code: To run this Flask …
There are many different types of plots and graphs that can be created in Python, including: These are just a few examples of the many different types of plots that can be created in python. The specific plot that is most appropriate for your data will depend on the type of data you have and …
In Python, the lambda keyword is used to define anonymous functions. Anonymous functions are functions that are defined without a name. They are often used as a quick way to define a function for use in a single expression. The map() function is used to apply a function to every element in an iterable object, …
Data visualization is the process of representing data in a graphical or visual format, such as charts and graphs, to help people understand the significance and patterns in the data. Data visualization allows people to see the relationships and trends in the data, and to better understand complex or large datasets. It can be used …
Exception handling is a mechanism in computer programming that allows the program to handle runtime errors that may occur in the course of its execution. This is done by identifying and catching exceptions, which are unexpected events or errors that may occur during the execution of a program. When an exception occurs, the program can …