Learn Bayesian methods in 4 steps - by reading and by doing


This post propose 4-steps path for learning Byesian methods. First step is goint through the book: “Bayesian methods for hackers”, second, use complementary books for probability and statistics, third, read How to become a Bayesian in eight easy steps: An annotated reading list”, and last, go throught the book full of exercises: “Think Bayes”.

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How to install TensorFlow and Keras on Windows 10


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


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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