Python-bloggers

For fundamental equity investors, the financial statement is the launchpad for the search for value. True, quants use financial statements too. But they spend less time on what the numbers mean, than on what they are. To produce a financial statement that adequately captures the economic (not GAAP or IFRS) ...

Hello, it is me again for another post on how to make sci-kit perform at the top of its game. Amping up the Model Evaluation process Model evaluation in sci-kit learn can be achieved by the cross_val_score. This performs repeated stratified K fold resampling and assess the model ...

Learn how to speed up your models in Scikit Learn with parallel processing.

I had the perfect environment for my setup and I want to potentially create another environment and add some additional packages, or I want to roll this environment out for training purposes. This is where the YAML file comes in and it is sweet. Head to Anaconda Navigator I load ...

In this tutorial I will take you through how to: Read in data Perform feature engineering, dummy encoding and feature selection Splitting data Training an XGBoost classifier Pickling your model and data to be consumed in an evaluation script Evaluating your model with Confusion Matrices and Classification reports in Sci-kit ...

Data analytics is iterative like the sky is blue… what does that actually mean? I get the sense from many new analysts that they’ve spent a decent amount of time looking through the data and trying different things, and they get that things aren’t linear, but they still ...

Python Updates At RStudio we know that many data science teams leverage both R and Python in their work, so it’s important that we build products to support the best tools available in both languages. For an overview of all the ways our pro produ...

Getting into analytics can be overwhelming: so many tools to learn and techniques to apply. Advancing into Analytics is a great start made even better with practice and supplemental knowledge. That’s where a class can come in handy, and I’m excited to share that I’m working on ...