I finished the initial version of my second book Automated Data Science and Artificial General Intelligence. It is version 1.0 to get things started. I will work in this direction my entire life, there is a lot more to be done. Any feedback is welcomed, enjoy 🙂
Read at https://www.machinelearninggod.com/books.html
Content
Introduction
Data
Data Science and Our World
- Domain Problems
- From Domain Problem to Data Science Problem
Data Science Standards
- Data Science Process : Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, Deployment
- Data Science Process Component Fields
- NIST Big Data Standards
5. Data Science Industry Challenges
- The Data Scientist Role
- Data
- Data Science Rock Projects
- Silos of Knowledge
- Hardware and Software
- Security
- Management
- Internal Communication
- Company Culture and Standards
- Every Problem is a Data Science Problem
Hardware and Software
Data Science Knowledge Base
Automated Data Science
- Degree of Independence
- Abstract and Concrete Pipelines
- Process Automation
- Unification
Artificial General Intelligence (AGI)
- Motivation
- The Raw Material of AGI
- AGI Operations
- AGI Organization
- Towards AGI on Thought Trains
The Data Science and AGI Community
The Future of Our Society
Bibliography
