MINI DATA SCIENCE BOOT CAMP

Want to be a data scientist? Get your feet wet with tools of the trade! Join us in a 3-part series, which aims to guide you through a “soup to nuts” start-to-end journey on a data science project. Beginners and experts are welcome to this free virtual bootcamp! The webinars will be 1.5 hours long with a Google Colab Notebook that will be available to follow along with.

Part 1: Introduction to NumPy & Pandas

Part 2: Cleaning, Statistics & Visualizing Data

Part 3: Creating & Comparing ML Models

In Introduction to NumPy & Pandas, we will walk through the capabilities of NumPy and Pandas and the distinctive features of each!

In Cleaning, Statistics & Visualizing Data, we will understand the main concepts of cleaning data, generating statistics on it and making meaningful visualizations.

In Creating & Comparing ML Models, we will learn the steps to build machine learning models and measures to evaluate performance of a model.

How To Use

You can import these notebooks directly in Google Colab using the steps listed in https://medium.com/@steve7an/how-to-test-jupyter-notebook-from-github-via-google-colab-7dc4b9b11a19.

Free Coursework suggested by our Leaders

Inferential Statistics - https://www.udacity.com/course/intro-to-inferential-statistics--ud201

Descriptive Statistics - https://www.udacity.com/course/intro-to-descriptive-statistics--ud827

Data Analysis - https://www.udacity.com/course/intro-to-data-analysis--ud170

Machine Learning - https://www.coursera.org/learn/machine-learning

Pluralsight (free April month) - https://www.pluralsight.com/offer/2020/free-april-month

Recordings

This content has been run as webinar series', you can find the recordings for each series at the location below.

March 27, April 3rd, April 10th:

How to Link Google Drive & Google Colab - https://www.youtube.com/watch?v=mNTqIw-Oy44

Part 1 with Sumana Ravikrishnan - https://www.youtube.com/watch?v=pGL53uhfqwE&t

Part 2 with Anju Mercian - https://www.youtube.com/watch?v=lkuenu4hjgA&t

Part 3 with Sumana Ravikrishnan - https://www.youtube.com/watch?v=zkyflq1dEXA&t

April 17th, April 24th, May 1st:

How to Link Google Colab & Github - https://www.youtube.com/watch?v=gQP_hO7dbJ4

Part 1 with Yashika Sharma - https://us02web.zoom.us/rec/share/ppZIDbSr1kVOZY3881PtYpEEHdWmX6a8gyZIrvEPyRy3wKwMISuBdll9TOd1ITgM

Part 2 with Erum Afzal - https://us02web.zoom.us/rec/share/1cVoD7bt-39JRpXLtgbAQq17Wb37aaa8gSYdr_YIyh7QY4g2xHi1rXmHNKyvF2vK

Part 3 with Anju Mercian - https://us02web.zoom.us/rec/share/15RSBrfJ2XhJGKfMzWH_RrYuMdndaaa8gHQY_qJZnUtuzDTvWceglMDSOhR28s-0