How to install TensorFlow and Keras on Windows 10

Posted on Thu 17 January 2019 in Posts • Tagged with machine learning, tensorflow, howto • 2 min read

Guide on how to install TensorFlow cpu-only version - the case for machines without GPU supporting CUDA. Step-by-step procedure starting from creating conda environment till testing if TensorFlow and Keras Works.


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How to organize Data Science project based on Jupyter notebook

Posted on Sat 05 January 2019 in Posts • Tagged with jupyter, python, notebook, howto, machine learning • 4 min read

Having several notebook-based projects behind you might result in mess in projects directory. Organize your Data Science project based on Jupyter notebooks in a way that one can navigate through it. Especially that "the one" will be most probably you in few months time. To achieve that: keep your projects directory clean, name the project in a descriptive way and take care of internal structure of the project.


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