From the course: Build Your Own AI Lab

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Surveying essential software

Surveying essential software

From the course: Build Your Own AI Lab

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Surveying essential software

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- [Instructor] Let's go over some key tools and frameworks that are foundational in the world of AI. The first one is Python. Python is the bedrock of AI development. It has emerged as the de facto programming language for AI development because it's simple and due to its simplicity, readability, and extensive ecosystem, you actually have a ton and a ton of libraries. And these libraries definitely facilitate tons of AI tasks, from data manipulation to complex neural network construction. A few notable libraries that not only assist now because of generative AI, but it has assisted for quite some time, especially for numerical operations and data analysis, is NumPy, and NumPy, of course, is for numerical operations, Pandas for data analysis, Matplotlib, and seaborn for visualization. And then of course, for machine learning and deep learning, libraries like TensorFlow, PyTorch, and Keras were widely used and continue to be widely used. Additionally, Hugging Face Transformers library…

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