Discover this podcast and so much more

Podcasts are free to enjoy without a subscription. We also offer ebooks, audiobooks, and so much more for just $11.99/month.

From Physics to Machine Learning - Tatiana Gabruseva

From Physics to Machine Learning - Tatiana Gabruseva

FromDataTalks.Club


From Physics to Machine Learning - Tatiana Gabruseva

FromDataTalks.Club

ratings:
Length:
67 minutes
Released:
May 14, 2021
Format:
Podcast episode

Description

We talked about:

Tatiana’s background
12 career hacks and changing career
Hack #1: Change your social circle
Hack #2: Forget your fears and stereotypes
Hack #3: Forget distractions
Hack #4: Don’t overestimate others and don’t underestimate yourself
Hack #5: Attention genius
Hack #6: Make a team
Hack #7: Less is more. Forget about perfectionism
Hack #8: Initial creation
Hack #9: Find mentors
Hack #10: Say “no”
Hack #11: Look for failures
Hack #12: Take care of yourself
Kaggle vs internships and pet projects
Resources for learning machine learning
Starting with Kaggle
Improving focus
Astroinformatics
How background in Physics is helpful for transitioning
Leaving academia
Preparing for interviews


Links:

Mock interviews: https://www.pramp.com/
Learning ML: https://www.coursera.org/learn/machine-learning and https://www.coursera.org/specializations/deep-learning
Python: https://www.coursera.org/learn/machine-learning-with-python 
SQL: https://www.sqlhabit.com/ 
Practice: https://www.kaggle.com/
MIT 6.006: https://courses.csail.mit.edu/6.006/fall11/notes.shtml
Coding: https://leetcode.com/
System design: https://www.educative.io/courses/grokking-the-system-design-interview
Ukrainian telegram groups for interview preparation: https://t.me/FaangInterviewChannel,  https://t.me/FaangTechInterview, https://t.me/FloodInterview


Join DataTalks.Club: https://datatalks.club/slack.html
Released:
May 14, 2021
Format:
Podcast episode

Titles in the series (100)

DataTalks.Club - the place to talk about data!