A workshop on learning the basic concepts of python, with an eye towards becoming a data scientist.
Our workshops can be taken standalone, separately from each other. But, if you are new to the subject, they are best taken one after the other, in a sequence. You can take all the workshops in a sequence, or jump in-between sequences. Totally your choice.
Here is the current schedule for ALL our workshops:
For reference, here is a page with the sequences listed separately.
Learn about the importance of clear communication and writing in advancing your career
A workshop on powering up your data science journey with Pandas
Creating a good, relevant, well-chalked-out profile
A workshop on Linear Regression, which is behind a lots of predictive and explanatory models of how the world works.
Get your foot in the door with a well crafted Resume and Cover Letter
Learn the Operating system command line for efficient working habits, and install a basic python environment
This workshop will teach you to classify: for example, will a customer churn, or is this mushroom poisonous? Yes? Or No?
How to get confident at giving talks and presentations
The basic concepts of validation, hyper-parameters, over-fitting and regularization are introduced in the context of polynomial regression.
Make sure you are able to pitch your ideas at a moment’s notice
A workshop on installing python with conda and using multiple environments for isolation and reproducibility
Processing your data into the ideal shape for machine learning models
Perpare for interviews and discussion panels so that you can ace them
A workshop on the principles of visualization with hands-on experience using matplotlib
Learn to find structure in unlabeled data by dimensionality reduction and clustering
Learn more about high performance tree based model ensembles such as Random Forests and Boosting.
Git and Github are key skills every data scientist and developer should know. We teach you the basics
A workshop on using github pages to host your blog posts and project portfolios.
A workshop using visualization to communicate data science results with stakeholders