The Data Scientist Show - Daliana Liu

Is search dead? Google vs ChatGPT, from Google Search to enterprise search at Glean, machine learning in search, tech layoffs - Deedy Das - The Data Scientist Show #061

Feb 21, 2023
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Episode notes
1
Introduction
00:00 • 2min
2
Search in the Industry at Google Scale
02:00 • 3min
3
The High Level Statement of Query Understanding
04:36 • 3min
4
How Do You Test Your Google Search Results?
07:30 • 3min
5
What Are Some Common Metrics You Have Used for Your Models?
10:51 • 2min
6
Chad GPT - Can Google Compete With Google?
12:37 • 5min
7
Do You Regret Leaving Google?
17:36 • 2min
8
How to Motivate a Product Team at Google
19:57 • 3min
9
Why I Love Working in Tel Aviv?
22:29 • 2min
10
The Challenges of Working in Israel
24:01 • 2min
11
Why You Left Google?
25:58 • 4min
12
How to Get Into the Search Space?
30:26 • 2min
13
Elastic Search and Information Retrieval
32:11 • 2min
14
Enterprise Search Versus Consumer Search?
33:54 • 4min
15
Enterprise Search Is a Very Different Problem From Consumer Search
37:39 • 2min
16
Is GLEAN a SaaS Product?
39:15 • 2min
17
What's the Difference Between Glean and Google?
41:39 • 3min
18
Is There a Better Way to Summarize Large Language Models in the Enterprise?
44:23 • 3min
19
How to Evaluate a Startup?
46:57 • 2min
20
Is a VC a Good Resource for Machine Learning?
48:37 • 2min
21
The Deep Dive of a Data Scientist
50:52 • 2min
22
What's the Future of Search?
52:53 • 4min
23
Large Language Models and Search Are Built on the Web
56:51 • 2min
24
How Does AI Power Tools Affect Productivity?
59:07 • 2min
25
Is Chat GPT a Copilot?
01:01:18 • 2min
26
Tech News in India
01:03:32 • 3min
27
Do You See a Lot of People Going Back to India?
01:06:03 • 2min
28
Do You Think You'd Move Back to India?
01:07:45 • 2min
29
How to Grow an Audience on Twitter
01:09:50 • 3min
30
What Is the Worst Way That Someone Has Tweaked Something About You?
01:12:34 • 2min
31
Do You Feel Better at Being Bold About What You Post?
01:14:31 • 3min
32
How Do You Balance Being Authentic and Protecting Yourself?
01:17:29 • 2min
33
Is There a Mistake in Your Career That You Shouldn't Refuse?
01:19:19 • 4min
34
How Do You Write a Novel?
01:23:27 • 4min