#3 – Deep Supervised Learning In Action

In AI Simplified episode three, we chat about Deep Supervised Learning and implications for people and organizations.

We cover:

  • Supervised vs. Unsupervised Learning
  • Training Deep Learning Models
  • Deep Learning In Action
  • Using AI to apply cosmetics to the human face
  • What this means for businesses

Skip, recap, or review with timestamps:

0:00 Introduction
0:54 Difference between Machine Learning & Deep Machine Learning
3:02 Supervised vs. Unsupervised Learning
3:48 Attributes & Labels
6:24 Consumer Attributes – Approving Loans
8:45 Why is it called “Supervised Learning”?
10:12 Cats & Dogs
13:30 College Applications
16:40 Reviewing X-Rays
22:49 Training Deep Learning Models
28:19 Peeks & Valleys – Landscape of Training Models
31:02 Autonomous Vehicles
32:29 COVID, Human Bodies & Cells
35:37 Deep Supervised Learning vs. Human Ability To Make Decisions
35:27 Rover on Mars
42:09 How Many Decisions are Needed for Brain to Reach Competency
44:44 Cell Phones
46:50 Computers Will Disappear
48:39 Human Face AI Demo
58:57 Unsupervised Learning
1:01:49 What Should Businesses Do?

Why a podcast about human-centered AI?

People are either talking about artificial intelligence (AI), machine learning, deep learning, etc. in a very technical way or not at all. Having studied Computer Science and Advanced Analytics and created an AI – advanced analytics supply chain company, I understand first-hand how valuable the field is, but not everyone does. I want to change that. We can all learn principles of AI and implement them in very practical ways. Whether you want to automate a part of your business or create a new business altogether, AI can help you. My goal through this podcast is to simplify AI.

Calling it a podcast gives you a broad understanding of how we’ll communicate, but the format will be much more engaging than just audio. However, you can listen to AI Simplified like a traditional podcast too.

Amjad Hussain
Founder + Chief Executive Officer, Algo

About the host

portrait of Amjad Hussain, one of the author for Algo podcast and the CEO of Algo


Combining human centered AI with deep domain expertise, Algo’s analytics enriched supply chain intelligence platform helps suppliers and retailers plan, collaborate, simulate and execute a more efficient supply chain.

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