Machine Learning

Python – Draw Confusion Matrix using Matplotlib

Classification models are a fundamental part of machine learning and are used extensively in various industries. Evaluating the performance of…

1 year ago

Different types of Time-series Forecasting Models

Forecasting is the process of predicting future events based on past and present data. Time-series forecasting is a type of…

1 year ago

Transposed Convolution vs Convolution Layer: Examples

In the field of computer vision and deep learning, convolutional neural networks (CNNs) are widely used for image recognition tasks.…

1 year ago

Support Vector Machine (SVM) Python Example

Support Vector Machines (SVMs) are a powerful and versatile machine learning algorithm that has gained widespread popularity among data scientists…

1 year ago

CNN Basic Architecture for Classification & Segmentation

As data scientists, we are constantly exploring new techniques and algorithms to improve the accuracy and efficiency of our models.…

1 year ago

Keras: Multilayer Perceptron (MLP) Example

Artificial Neural Networks (ANN) have emerged as a powerful tool in machine learning, and Multilayer Perceptron (MLP) is a popular…

1 year ago

Neural Network & Multi-layer Perceptron Examples

Neural networks are an important part of machine learning, so it is essential to understand how they work. A neural…

1 year ago

Generative vs Discriminative Models: Examples

The field of machine learning is rapidly evolving, and with it, the concepts and techniques that are used to develop…

1 year ago

Neural Network Types & Real-life Examples

Neural networks are a powerful tool for data scientists, machine learning engineers, and statisticians. They have revolutionized the field of…

1 year ago

Sequence to Sequence Models: Types, Examples

Sequence to sequence (Seq2Seq) modeling is a powerful machine learning technique that has revolutionized the way we do natural language…

1 year ago