Financial Analysis - Build a ChatGPT Pairs Trading Bot - Anaconda Environment Setup

This lecture covers installing data science and machine learning libraries on Windows using Anaconda. It explains the ease of installation with Anaconda, including basic libraries like Numpy and Scipy, and deep learning libraries such as TensorFlow and Keras. The video also discusses choosing between Python 2 and Python 3, verifying installations, and installing Theano and OpenAI Gym for reinforcement learning.

What is one of the main benefits of using Anaconda for Windows users?

• It is the only way to install Python on Windows.

• It provides a graphical user interface for coding.

• It isolates the environment from system defaults.

• It automatically updates all installed software.

Which libraries are included by default when you install Anaconda?

• Theano and OpenAI Gym

• Numpy, Scipy, Matplotlib, and Pandas

• CNTK and PyTorch

• TensorFlow and Keras

Which library is used for natural language processing and comes with Anaconda?

• TensorFlow

• PyTorch

• CNTK

• NLTK

What is the first step to install Keras after installing TensorFlow?

• Run 'pip install keras' directly.

• Update pip using 'conda install pip'.

• Download Keras from the official website.

• Install CNTK first.

What is the purpose of the 'conda install -c Peter JC 123 pytorch' command?

• To install PyTorch with additional libraries.

• To install PyTorch with GPU support.

• To update PyTorch to the latest version.

• To install a custom version of PyTorch for Windows.

Why might someone choose to use Python 2 over Python 3?

• Python 2 is faster than Python 3.

• Python 2 has more libraries available.

• Certain platforms like Google Appengine only support Python 2.

• Python 2 is easier to learn.

What is a common issue when installing Theano on Windows?

• Theano requires a specific version of Python.

• Theano installation often fails due to missing GPU support.

• Theano requires setting environment variables correctly.

• Theano is not compatible with Anaconda.

What command is used to install OpenAI Gym?

• pip install openai-gym

• conda install gym

• pip install gym

• conda install openai-gym

What should you do if you encounter an error related to MKL service when installing Theano?

• Ignore the error and proceed.

• Install a different version of Theano.

• Set the environment variable as instructed.

• Reinstall Anaconda.

What is the recommended way to install a WHL file?

• Use 'conda install' followed by the file path.

• Download and double-click the file.

• Use 'python install' followed by the file path.

• Use 'pip install' followed by the file path.