Installation of miniconda
Miniconda is lower version of anaconda and anaconda required 8 Gb ram and if don't have enough space then you can use miniconda and click the the link to install the miniconda.
choose the version as per suitable to your system.
follow next all the process as shown in images.
Open conda pronmpt — search for anaconda in windows (press windows button and then type anaconda)
You will see some screen like below
Creating a new environment and doing required setups
conda create — name environment_name python==3.7.0 -y
conda activate environment_name
pip install jupyter jupyter_contrib_nbextensions
jupyter contrib nbextension install — user
pip install numpy pandas matplotlib pillow joblib scikit-learn streamlit
To Open jupyter notebook locally -
Go to root directory where you have the code and .ipynb file using “cd” command. Something like below -
cd C:\Amit\AIP_Git\AIP-ML-Basics\MNIST\AIP-ML-Basics\MNIST
Then Run following command to open jupyter notebook.
jupyter notebook
Open the .ipynb file and start running the cells. Once model is saved locally open another conda prompt and go to same directory using cd command. Then run streamlit command to open the UI.
cd C:\Amit\AIP_Git\AIP-ML-Basics\MNIST\AIP-ML-Basics\MNIST
streamlit run upload.py
