#3 – Deep Supervised Learning In Action
In AI Simplified episode three, we chat about Deep Supervised Learning and implications for people and organizations.
- 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:
0:54 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.
Founder + Chief Executive Officer, Algo