Machine Learning A-Z Tips and Extra Resources

Here we will provide additional materials and resources to help you during your journey. Let’s start.

PODCAST: Meet your instructors

Not so long ago, Hadelin and I did an interview on the SDS Podcast. This is the best place to start if you would like to learn more about his background... and a bit about me too if this is your first course with me :)

RESOURCE: Learning paths

We are bringing you a new learning experience. We know how difficult it is to carve out a career track, so we’re introducing the Machine Learning Skill Track to guarantee your way to success.

PDF GUIDE: Important notes, tips & tricks for this course

We want you to have the best learning experience during the whole journey of this course. Therefore, please download some critical notes to understand, as well as tips & tricks to take this course in the best conditions.

PDF GUIDE: All answers to your questions

This PDF resource will help you a lot!

This document of more than 50 pages containing the answers to all the most frequently asked and most important questions, section by section.

CHEATSHEET: ML vs. DL vs. AI - What’s the Difference?

Kick things off for the course by downloading a helpful cheat sheet: ‘ML vs DL vs AI — What’s the Difference?’ This download addresses one of the most popular questions we hear from students, and hopefully, it clarifies a few lingering questions for you too.

VIDEO: Regression Types

Watch a great educational video about the difference between simple linear, multiple linear, and polynomial regression. Save this resource, or come back and revisit this lecture once you start working on some of the regression models in the course.

  • Please find the video here.

GUIDE: How to use FAQBot.

As an additional resource, we are deploying our FAQBot (Mango) to help answer any frequently asked - FAQ-related questions for the course. You will see Mango (our bot) in the Q&A to help quickly access FAQ-based questions and information.

GUIDE: Shortcut To Becoming A Better Data Scientist!

How participating in the Q&A can help us learn better

COMMUNITY: Join Data Pros Discord group

Have questions about Data Science or just want to chat casually with like-minded people? Join our Discord group to discuss everything related to Data and get some juicy perks - career advice and the hottest job offers.

PODCAST: From a different background to Data Science.

To ease into this fantastic field, we've selected a great episode you can listen to on your commute, at breakfast, or wherever.

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