Machine Learning - Programmingempire https://www.programmingempire.com Learn Programming Easily Thu, 28 Dec 2023 09:19:56 +0000 en hourly 1 https://wordpress.org/?v=5.8.12 https://www.programmingempire.com/wp-content/uploads/2021/10/pefavicon-150x126.png Machine Learning - Programmingempire https://www.programmingempire.com 32 32 How to Deploy a Machine Learning Model? https://www.programmingempire.com/how-to-deploy-a-machine-learning-model/?utm_source=rss&utm_medium=rss&utm_campaign=how-to-deploy-a-machine-learning-model https://www.programmingempire.com/how-to-deploy-a-machine-learning-model/#respond Thu, 28 Dec 2023 09:19:54 +0000 https://www.programmingempire.com/?p=15529 In this article, I will describe How to Deploy a Machine Learning Model. Deploying a machine learning model involves making the trained model available for use in a production environment, where it can receive input data, make predictions, and provide results. Here’s a general guide on deploying a machine-learning model. 1. Choose a Deployment Platform …

The post How to Deploy a Machine Learning Model? first appeared on Programmingempire .

The post How to Deploy a Machine Learning Model? appeared first on Programmingempire .

]]> https://www.programmingempire.com/how-to-deploy-a-machine-learning-model/feed/ 0 How to Create a Web Application Using a Trained Machine Learning Model? https://www.programmingempire.com/how-to-create-a-web-application-using-a-trained-machine-learning-model/?utm_source=rss&utm_medium=rss&utm_campaign=how-to-create-a-web-application-using-a-trained-machine-learning-model https://www.programmingempire.com/how-to-create-a-web-application-using-a-trained-machine-learning-model/#respond Thu, 28 Dec 2023 09:09:25 +0000 https://www.programmingempire.com/?p=15525 In this article, I will explain How to Create a Web Application Using a Trained Machine Learning Model. Creating a web application that leverages a trained machine-learning model involves several steps. Below is a general guide to help you get started. The specific technologies and frameworks used may vary based on your preferences and requirements. …

The post How to Create a Web Application Using a Trained Machine Learning Model? first appeared on Programmingempire .

The post How to Create a Web Application Using a Trained Machine Learning Model? appeared first on Programmingempire .

]]> https://www.programmingempire.com/how-to-create-a-web-application-using-a-trained-machine-learning-model/feed/ 0 10 Basic Project Ideas on Drones https://www.programmingempire.com/10-basic-project-ideas-on-drones/?utm_source=rss&utm_medium=rss&utm_campaign=10-basic-project-ideas-on-drones https://www.programmingempire.com/10-basic-project-ideas-on-drones/#respond Sun, 01 Oct 2023 13:02:56 +0000 https://www.programmingempire.com/?p=15016 This blog suggests 10 Basic Project Ideas on Drones. Working on basic drone projects is a great way to get started with drone technology and explore its various applications. Here are 10 basic project ideas for drones. Drone Photography and Videography: Use a drone to capture stunning aerial photographs and videos of landscapes, events, or …

The post 10 Basic Project Ideas on Drones first appeared on Programmingempire .

The post 10 Basic Project Ideas on Drones appeared first on Programmingempire .

]]> https://www.programmingempire.com/10-basic-project-ideas-on-drones/feed/ 0 10 Unique Themes for a Machine Learning Model Deployment Contest https://www.programmingempire.com/10-unique-themes-for-a-machine-learning-model-deployment-contest/?utm_source=rss&utm_medium=rss&utm_campaign=10-unique-themes-for-a-machine-learning-model-deployment-contest https://www.programmingempire.com/10-unique-themes-for-a-machine-learning-model-deployment-contest/#respond Sun, 01 Oct 2023 12:01:41 +0000 https://www.programmingempire.com/?p=14981 This blog suggests 10 Unique Themes for a Machine Learning Model Deployment Contest. Organizing a machine learning model deployment contest with unique themes can make the competition more interesting and challenging. Here are 10 distinctive themes for such a contest. Edge AI Deployment. Challenge participants to deploy machine learning models on edge devices, such as …

The post 10 Unique Themes for a Machine Learning Model Deployment Contest first appeared on Programmingempire .

The post 10 Unique Themes for a Machine Learning Model Deployment Contest appeared first on Programmingempire .

]]> https://www.programmingempire.com/10-unique-themes-for-a-machine-learning-model-deployment-contest/feed/ 0 How to Implement Linear Regression With Multiple variables? https://www.programmingempire.com/how-to-implement-linear-regression-with-multiple-variables/?utm_source=rss&utm_medium=rss&utm_campaign=how-to-implement-linear-regression-with-multiple-variables https://www.programmingempire.com/how-to-implement-linear-regression-with-multiple-variables/#respond Mon, 25 Sep 2023 06:54:49 +0000 https://www.programmingempire.com/?p=14626 The following article describes How to Implement Linear Regression With Multiple variables. Problem Statement Use the sklearn library to create a linear regression with multiple variables. Load a well known dataset split it into training and testing sets, and then train the model to predict a target variable based on one or more features. For …

The post How to Implement Linear Regression With Multiple variables? first appeared on Programmingempire .

The post How to Implement Linear Regression With Multiple variables? appeared first on Programmingempire .

]]> https://www.programmingempire.com/how-to-implement-linear-regression-with-multiple-variables/feed/ 0 How to Implement Gradient Descent Algorithm for Linear Regression? https://www.programmingempire.com/how-to-implement-gradient-descent-algorithm-for-linear-regression/?utm_source=rss&utm_medium=rss&utm_campaign=how-to-implement-gradient-descent-algorithm-for-linear-regression https://www.programmingempire.com/how-to-implement-gradient-descent-algorithm-for-linear-regression/#respond Mon, 25 Sep 2023 04:46:55 +0000 https://www.programmingempire.com/?p=14618 The following program demonstrates How to Implement Gradient Descent Algorithm for Linear Regression. Problem Statement Implement the gradient descent algorithm for linear regression with one variable from scratch in vectorize form. Train a linear regression model using gradient descent to find the optimal coefficients (slope and intercept) for a given dataset. Also Plot the Gradient …

The post How to Implement Gradient Descent Algorithm for Linear Regression? first appeared on Programmingempire .

The post How to Implement Gradient Descent Algorithm for Linear Regression? appeared first on Programmingempire .

]]> https://www.programmingempire.com/how-to-implement-gradient-descent-algorithm-for-linear-regression/feed/ 0 How to Implement Linear Regression from Scratch? https://www.programmingempire.com/how-to-implement-linear-regression-from-scratch/?utm_source=rss&utm_medium=rss&utm_campaign=how-to-implement-linear-regression-from-scratch https://www.programmingempire.com/how-to-implement-linear-regression-from-scratch/#respond Mon, 25 Sep 2023 04:32:45 +0000 https://www.programmingempire.com/?p=14613 The following program demonstrates How to Implement Linear Regression from Scratch. Problem Statement Implement a linear regression with one variable algorithm from scratch using Python. Given a dataset of X and Y values, create a linear regression model that predicts Y based on X without using any machine learning libraries like sklearn. Solution The following …

The post How to Implement Linear Regression from Scratch? first appeared on Programmingempire .

The post How to Implement Linear Regression from Scratch? appeared first on Programmingempire .

]]> https://www.programmingempire.com/how-to-implement-linear-regression-from-scratch/feed/ 0 Understanding the Role of Activation Functions in Artificial Neural Networks (ANN) https://www.programmingempire.com/understanding-the-role-of-activation-functions-in-artificial-neural-networks-ann/?utm_source=rss&utm_medium=rss&utm_campaign=understanding-the-role-of-activation-functions-in-artificial-neural-networks-ann https://www.programmingempire.com/understanding-the-role-of-activation-functions-in-artificial-neural-networks-ann/#respond Thu, 21 Sep 2023 09:32:38 +0000 https://www.programmingempire.com/?p=3963 In this article on Understanding the Role of Activation Functions in Artificial Neural Networks (ANN), I will describe several activation functions. Role of Activation Functions in Artificial Neural Networks Activation functions are crucial in artificial neural networks (ANNs). Because networks get non-linearity due to activation functions. In fact, without activation functions, ANNs would be nothing …

The post Understanding the Role of Activation Functions in Artificial Neural Networks (ANN) first appeared on Programmingempire .

The post Understanding the Role of Activation Functions in Artificial Neural Networks (ANN) appeared first on Programmingempire .

]]> https://www.programmingempire.com/understanding-the-role-of-activation-functions-in-artificial-neural-networks-ann/feed/ 0 Logistic Regression from Scratch https://www.programmingempire.com/logistic-regression-from-scratch/?utm_source=rss&utm_medium=rss&utm_campaign=logistic-regression-from-scratch https://www.programmingempire.com/logistic-regression-from-scratch/#respond Mon, 18 Sep 2023 22:48:50 +0000 https://www.programmingempire.com/?p=14273 In this blog, we will describe Logistic Regression from Scratch. Basically, Logistic regression, a fundamental machine learning algorithm, serves as the cornerstone for binary classification tasks, spam email detection, and so much more. As a matter of fact, implementing logistic regression from scratch for binary classification involves several steps, including defining the logistic function, implementing …

The post Logistic Regression from Scratch first appeared on Programmingempire .

The post Logistic Regression from Scratch appeared first on Programmingempire .

]]> https://www.programmingempire.com/logistic-regression-from-scratch/feed/ 0 Example of Creating Transformer Model Using PyTorch https://www.programmingempire.com/example-of-creating-transformer-model-using-pytorch/?utm_source=rss&utm_medium=rss&utm_campaign=example-of-creating-transformer-model-using-pytorch https://www.programmingempire.com/example-of-creating-transformer-model-using-pytorch/#respond Sat, 15 Apr 2023 11:17:14 +0000 https://www.programmingempire.com/?p=13112 The following article shows an example of Creating Transformer Model Using PyTorch. Implementation of Transformer Model Using PyTorch In this example, we define a TransformerModel class that inherits from the nn.Module class in PyTorch. The TransformerModel takes in several parameters, such as ntoken (the size of the vocabulary), ninp (the dimensionality of the input embeddings), …

The post Example of Creating Transformer Model Using PyTorch first appeared on Programmingempire .

The post Example of Creating Transformer Model Using PyTorch appeared first on Programmingempire .

]]> https://www.programmingempire.com/example-of-creating-transformer-model-using-pytorch/feed/ 0