TensorFlow

TensorFlow is an open-source machine learning framework developed by Google for building, training, and deploying deep learning models. It is widely used for AI applications, neural networks, and large-scale ML projects due to its flexibility and scalability across CPUs, GPUs, and TPUs.

Key Features of TensorFlow:

• Supports deep learning and machine learning models

• Works on multiple platforms, including mobile and cloud

• TensorFlow Serving for production model deployment

• Keras integration for easy model building

• Efficient computation with TensorFlow Lite for edge AI

Best Use Cases for TensorFlow:

• Image and speech recognition using convolutional neural networks (CNNs)

• Natural language processing (NLP) for chatbots and translation services

• Predictive analytics for finance, healthcare, and marketing

• Autonomous driving AI for self-driving car applications

• Recommendation engines for personalized content delivery