151: Machine Learning Engineering with Liran Hason

1

Introduction

00:00 • 3min

2

How Did You Evangelize That?

02:55 • 2min

3

How Did You Get Your First Job in Software Engineering?

04:32 • 2min

4

What Kind of Advice Would You Give to a Graduated High School Graduate?

06:46 • 2min

5

Using Machine Learning to Detect Malicious Behaviors

09:10 • 2min

6

ML Monitoring - How Do You Survive the Courage to Quit Your Job?

11:20 • 2min

7

What Is a Machine Learning Engineer?

13:37 • 3min

8

ML Engineering Is a New Job Title

16:57 • 2min

9

ML Engineer - Is There a Standard?

19:22 • 3min

10

How Do You Know When Something Got Broken?

22:47 • 2min

11

How to Deploy a Model in Shadow Mode

25:08 • 2min

12

Is the Model Still Relevant?

26:42 • 2min

13

Getting a Job as a Software Engineer?

28:26 • 3min

14

How Did You Learn Your Data Science Core?

31:18 • 3min

15

Taking Statistics Courses Online Is a Must

34:15 • 2min

16

Do You Have Any ML Engineering Horror Stories?

35:50 • 3min

17

Getting Machine Learning Models Into Production?

38:47 • 2min

18

Can You Run Python in Production With Python Free?

40:59 • 3min

19

Automatic Retraining Is a Good Practice

44:07 • 2min

20

Are You Looking for a Resume for a Machine Learning Engineer?

46:28 • 5min

21

Are You a Data Scientist or a Software Engineer?

50:59 • 4min

22

C++

55:03 • 2min

23

What Are the Templates Doing Behind the Scene?

57:29 • 2min

24

How's the Performance of Running Rust Drivers?

59:07 • 4min

25

ML Engineer

01:03:07 • 2min

26

Is a PoRIA a Tool for ML Engineering?

01:05:27 • 3min

27

How Does a PoRIA Work?

01:08:12 • 2min

28

Machine Learning

01:10:23 • 3min

29

Poria

01:13:22 • 2min

30

Working in a PORIA?

01:14:55 • 3min