Top AI/ML Tools

An AI/ML tool is a software application or framework that enables the development, training, testing, and deployment of Artificial Intelligence (AI) and Machine Learning (ML) models. These tools help automate tasks, analyze data, and make predictions based on patterns.

Some of the top AI/ML tools are as follows:

TensorFlow

TensorFlow is an open-source Deep Learning(DL) and Machine Learning tool developed by Google. It is widely used for building, training, and deploying machine learning and deep learning models. The typical uses cases are for image recognition, natural language processing, etc.

PyTorch

PyTorch is a popular Deep Learning Framework developed by Facebook ( Meta ). It is well known for its dynamic computation graph (eager execution), which allows intuitive debugging and flexibility. It also provides seamless GPU acceleration with easy-to-use tensor operations.

Keras

Keras is a high-level Deep Learning API that runs on top of TensorFlow. It provides an easy-to-use interface for building and training deep learning models. Keras provides a simple and modular way to create neural networks.

Scikit-learn

Scikit-learn is a powerful machine learning library in Python, built on top of NumPy, SciPy, and Matplotlib. It provides simple and efficient tools for data mining and machine learning, including classification, regression, clustering, dimensionality reduction, model selection, and preprocessing.