Adventures in Machine Learning

All Things Machine Learning - ML 115

May 11, 2023
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Episode notes
1
Introduction
00:00 • 5min
2
Machine Learning Versus Deep Learning
04:46 • 2min
3
The Most Important Algorithm That's Been Invented in the Last 20 Years
06:20 • 4min
4
How to Start Using Open AI
10:49 • 1min
5
Databricks: A New Way to Integrate Hugging Face and MLflow
12:19 • 3min
6
The Importance of Huggingface
15:49 • 4min
7
How to Build a Conversational Chatbot With Hugging Face Transformers
19:29 • 2min
8
The Worst Thing Ever
21:51 • 6min
9
How to Label Data in Machine Learning
27:26 • 3min
10
The Cost of Human Curated Data
30:04 • 5min
11
How to Use Docker to Advance Your Career
35:04 • 3min
12
Machine Learning for Predictive Labor Yield
37:55 • 3min
13
How to Build a Decision Tree to Increase Complexity
40:36 • 2min
14
How Much Time Would You Spend on Deep Learning?
42:29 • 5min
15
How to Create a Decision Logic Based on Heuristics
47:14 • 5min
16
How Many Models Have You Trained in Your Career?
52:01 • 2min
17
The Legality of Rare Deep Learning
54:20 • 2min
18
The Problem With GitHub's Image Generation
56:34 • 5min
19
The Altruism of Hugging Face
01:01:59 • 3min
20
How to Negotiate a Raised Salary
01:05:20 • 3min
21
How to Transition From Software Engineering to Machine Learning
01:08:18 • 3min