albertovpd/machine_learning_andrew_ng_stanford_university

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Created almost 5 years ago
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albertovpd/machine_learning_andrew_ng_stanford_university

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Personal notes and progress from the Machine Learning course of Andrew NG

automated_etl_google_cloud-social_dashboard

A dashboard is worth a thousand words => https://datastudio.google.com/reporting/755f3183-dd44-4073-804e-9f7d3d993315

analysing_world_news_with_Gdelt

I'm a curious person and analysing world news is fun. Here I'm gathering all my Gdelt-related projects.

cloud_function_examples

Cloud Functions I needed to build for my projects: Requesting from an API || Loading generated data and objects (pics) into Cloud Storage || Loading data from BigQuery for its processing.

analysing_controversial_public_figures_gdelt

Research: Are the spanish media not publishing controversial articles? Is Gdelt tagging everything? Check out the Readme. Dashboard => https://datastudio.google.com/s/nShAIQD96fc

automated_ML_regression

ML regression within a Cloud Function to infer unemployment searches on Google, in Spain, 4 weeks in advance => https://datastudio.google.com/s/jwIr1Weh7Zc

set_up_conda-example

Because upgrading / setting up a new computer is tiring and boring. Just run your scripts and don't waste your time.

ml_notes_and_comparison_betwen_python-bigquery-automl

theory and basic research about pros and cons of ML with Python, with BigQuery and Google AutoML. The results worth taking a glance.

Jupyter Notebook

machine_learning_specialization_washington_university

Taking the course with numpy, pandas and scikit-learn instead of TuriCreate and Graphlab. Totally recommendable.

Jupyter Notebook

becoming_human_cheatsheets

https://becominghuman.ai/cheat-sheets-for-ai-neural-networks-machine-learning-deep-learning-big-data-science-pdf-f22dc900d2d7