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Machine Learning

Speech Recognition

Speech Recognition

Speech Recognition is a type of machine learning task that involves the recognition of spoken words or phrases in audio data. It is a fundamental task in natural language processing and has numerous applications in real-world scenarios. Key Components of Speech Recognition * Deep Learning: Deep learning is a type of

Image Classification

Image Classification

Image Classification is a type of machine learning task that involves assigning a label or category to an image based on its content. It is a fundamental task in computer vision and has numerous applications in real-world scenarios. Key Components of Image Classification * Convolutional Neural Networks (CNNs): CNNs are a

Scikit-learn

Scikit-learn

Scikit-learn is a machine learning library for Python that provides a wide range of algorithms for classification, regression, clustering, and other tasks. It is designed to be easy to use and provides a simple and consistent API for building and training machine learning models. What is Scikit-learn? Scikit-learn is a

Keras

Keras

Keras is a high-level neural networks API that is designed to be easy to use and provides a simple and consistent API for building and training deep learning models. Keras is widely used in industry and academia for a wide range of applications, from computer vision to natural language processing.

PyTorch

PyTorch

PyTorch is an open-source machine learning library that is based on Python. It is designed to be flexible and dynamic, making it easier to implement and train machine learning models. PyTorch is widely used in industry and academia for a wide range of applications, from computer vision to natural language

TensorFlow

TensorFlow

TensorFlow is an open-source software library for machine learning and deep learning. It is designed to make it easier to implement and train machine learning models, particularly neural networks. TensorFlow provides a flexible and scalable way to build and train models, and is widely used in industry and academia. What

Neural Networks

Neural Networks

Neural Networks are a type of machine learning algorithm that uses a network of interconnected nodes or "neurons" to process and analyze data. They are a popular algorithm for classification, regression, and clustering tasks, and are known for their ability to handle complex and non-linear relationships. What is