Finding An Effective Python Environment
pyenv
is a polular and marture open-source tool used in the Python development ecosystem on MacOS. (It is pyenv-win on windows). It allows developers to manage multiple Python installations on their system and easily switch between different Python versions. This is especially useful when you’re working on various Python projects that may have different version requirements.
1 | $ pyenv verison |
Creating a Neural Network and Making Predictions with Python's AI
If you’re new to the field of artificial intelligence (AI), Python is an excellent language to begin with because it serves as the foundation for many AI tools and libraries. Deep learning, a method for making predictions based on data, heavily depends on neural networks. This blog will show you through the process of constructing a neural network from the ground up.
In practical applications, rather than creating neural networks from scratch, you would typically utilize deep learning frameworks like TensorFlow or PyTorch. Nevertheless, understanding the inner workings of neural networks can be advantageous as it allows you to design more effective architectures for your deep learning models.