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Python Virtual environments ! Why ? And how? conda? pip?....Explained clearly
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Python environments are important for working on projects seamlessly without the risk of code breaking down. We will also explain how conda, venv and pip work to acheive this
Isolation and Dependency Management: Creating a Python environment provides you with a self-contained workspace for your projects
Reproducibility: By creating an environment, you can record and track the exact versions of Python and libraries used in your project.
Experimentation and Exploration: Python environments offer the flexibility to experiment and explore new libraries or frameworks without affecting your existing projects
Collaboration and Teamwork:
In a team-based environment, Python environments become indispensable. Each team member can create their own environment, tailored to their specific needs.
This video laso talk about how we can install packages in python using pip and conda
It talks about pip which is python package manager and Python virtual environments.
Topics like installing packages using pip, what is anaconda, creating a conda environment, managing a conda environment are covered in this video.
Topics covered:
- What is pip
- What is conda
- What is Anaconda
- using miniconda prompt
- Creating an environment using anaconda
Queries:
Python Virtual environments, virtual environments in python
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It takes a lot of time in creating these videos, so please subscribe, it would mean a lot
⭕Playlists:
✅Deep Learning in MATLAB :
✅Python Biomedical Image Processing
✅Deep Learning
Isolation and Dependency Management: Creating a Python environment provides you with a self-contained workspace for your projects
Reproducibility: By creating an environment, you can record and track the exact versions of Python and libraries used in your project.
Experimentation and Exploration: Python environments offer the flexibility to experiment and explore new libraries or frameworks without affecting your existing projects
Collaboration and Teamwork:
In a team-based environment, Python environments become indispensable. Each team member can create their own environment, tailored to their specific needs.
This video laso talk about how we can install packages in python using pip and conda
It talks about pip which is python package manager and Python virtual environments.
Topics like installing packages using pip, what is anaconda, creating a conda environment, managing a conda environment are covered in this video.
Topics covered:
- What is pip
- What is conda
- What is Anaconda
- using miniconda prompt
- Creating an environment using anaconda
Queries:
Python Virtual environments, virtual environments in python
Follow us on Instagram:
⭕ Subscribe:
It takes a lot of time in creating these videos, so please subscribe, it would mean a lot
⭕Playlists:
✅Deep Learning in MATLAB :
✅Python Biomedical Image Processing
✅Deep Learning