

ML - The way the world works - analyzing how things work
David Nishimoto
Machine learning is the most important technological breakthrough in the 21st century. Listen to my views on the future of machine learning. Code demonstrations on YouTube under my channel David Nishimoto
Episodes
Mentioned books

Dec 4, 2020 • 12min
Dimension reduction using variance and heat maps and correlation
Building the model

Dec 3, 2020 • 17min
Tsne and pca dimension reduction
Feature engineering

Dec 2, 2020 • 7min
Naive bayes classifier
MultinomalNB

Dec 1, 2020 • 38min
Todd Jochem talks about the road to cmu
Inventor of Ralph talks about his journey to building a self driving car

Dec 1, 2020 • 8min
Nlp and vectorizing and name entity
Finding similarity

Nov 30, 2020 • 16min
Nlp and ie integrating anaconda into Jupyter notes on ie
Ie needs to integrate python libraries for the user so they can run python scripts from the browser

Nov 30, 2020 • 18min
Lean multi project work environment and design
Toyota recognized that sometimes organizations need review and overhaul to be competitive in a changing environment.

Nov 28, 2020 • 27min
Leadership and new science - thoughts on cooperstive business organization
Self Organizing systems are more stable over time. Here is why. Participation leads to effective organizational strategy. Organizational data is rich in potential interpretation and completely dependent on observers to evoke different meanings. As each observer interacts with the data, he or she develops their own interpretation. The richness of the interpretations result from the powers of participation. It is the participation process that brings a plan to life. Participation, ownership, and subjective data brings one to the central truth that “we live in a Universe where relationships are primary.” The world of process, the process of connecting coming into existence because of relationship. Roles mean nothing without understanding the networks of relationships and the resources that are required to support the work of that person. The agents of the system get smarter and comprehension increases. In this relationship world, it is foolish to think we can define any person solely in terms of isolated tasks and accountabilities. We need to conceptualize the parts of energy flows required for the person to do their job.

Nov 27, 2020 • 20min
Us iran sanctions
China and India are affected by Iranian sanctions and more pressure will increase force Iran to abandon its nuclear program. China and Russia are desperate for resources

Nov 26, 2020 • 15min
Why the Russian economy was vulnerable during the subprime crisis
Recap of the subprime crisis and why it affect Europe and Russian financials


