Daliana's Game

Why he quit a $500k+ machine learning job at Meta (Facebook): a candid review of his experience, mistakes, and ML best practices - Damien Benveniste - the data scientist show049

Sep 6, 2022
Ask episode
Chapters
Transcript
Episode notes
1
Introduction
00:00 • 2min
2
The Beginning of Machine Learning
02:22 • 5min
3
How Did You Get Into Meta?
07:13 • 4min
4
Is That the Right Job for Me?
11:38 • 4min
5
Using Machine Learning in Ads
15:30 • 5min
6
Is There an Alto M L Solution?
21:00 • 3min
7
Automating Machine Learning Training
24:22 • 3min
8
A Modo Paradime, a Reck Engine
27:40 • 5min
9
Meta - What Was It Like to Work at Meta?
32:40 • 6min
10
The Impact of Machine Learning in Ads
38:10 • 3min
11
Is There a Balance Between Short and Long Term Projects?
41:15 • 3min
12
What You Learned From Meta?
44:04 • 5min
13
I'm Not Happy in My Company
49:30 • 2min
14
Ameta - What Projects Have Shaped Your Career?
51:28 • 4min
15
The Concept of Competition
55:16 • 2min
16
Using Time Boxes to Produce Value Quickly
57:16 • 3min
17
How to Get a Job as a Junior Deda Scientist
01:00:07 • 3min
18
Do You Have a Base Line for Machine Learning?
01:03:34 • 3min
19
Measuring Your Impact
01:06:17 • 3min
20
You Need to Deliver Value Quickly
01:09:11 • 3min
21
Time Boxing in Machine Learning
01:11:51 • 5min
22
The Importance of Adapting to Data Changes
01:16:23 • 4min
23
Learning Is Teamwork, You Know?
01:20:06 • 3min
24
The Most Challengesome Project You Have Worked On?
01:23:19 • 5min
25
Machine Learning Is Good at Doing
01:28:29 • 6min
26
The Unexpected Things You Learned From This Project
01:34:15 • 3min
27
Machinening Projects Are Iterative
01:37:05 • 2min
28
Developing a Model Into a Note Book
01:39:32 • 4min
29
Development Coding
01:43:03 • 3min
30
I'm a Data Scientist, I've Moved to a Jupiter Note Book
01:45:44 • 3min
31
Do You See Yourself as a Machine Learning Engineer?
01:48:47 • 2min
32
I Was Never a Sufte Engineer.
01:50:22 • 5min
33
Is There Something in the Masen Learning Community That Most People Contrast With?
01:54:57 • 3min
34
Is There a Bias in Lineal Regression?
01:58:24 • 2min
35
Machine Learning
02:00:50 • 5min
36
Are You a Data Scientist?
02:05:52 • 5min
37
I Was the Victim of the Job Title of Dela Science Shifting
02:10:28 • 1min
38
Machine Learning
02:11:52 • 2min
39
Machine Learning Is a Great Place for You to Be
02:13:59 • 2min
40
How to Build a Business Around Machine Learning?
02:15:29 • 5min
41
Do People Want It?
02:20:02 • 3min
42
How Do You Lean on on a Controversial Topic?
02:22:35 • 3min
43
I Felt That I Was Not Heard in a Company That Cares a Lot About Their Employes
02:25:33 • 4min
44
The Future of Deep Learning
02:29:11 • 3min
45
Machine Learning Is Getting More and More Useful
02:31:57 • 3min
46
Machine Learning - More Specializations
02:35:20 • 4min
47
Are You Excited About Retiring?
02:39:30 • 2min
48
You Found Me. I Linked In
02:41:46 • 3min