ML - The way the world works - analyzing how things work

https://www.gartner.com/en/information-technology/insights/top-technology-trends

Data is exploding, and so is the need for data-informed decision-making. Analytics is no longer a luxury, according to observers. In a down economy, it's actually going to benefit organizations to automate more things using AI

The big banks don’t do well during the early stages of recession. Even though the big banks have handed most of the mortgages they have originated off to the packagers, they’ve kept enough mortgage debt on their books to cause them trouble when defaults begin to rise. Other lines – auto, business, and personal loans, and investment banking and securities trading – all depend on consumer willingness to borrow and/or market’s appetite for more structured finance deals. GE capital has become one of the world’s largest banks.

High tech stock sale off. https://www.reuters.com/markets/us/tiger-global-raised-stakes-some-tech-names-battered-by-years-rout-filing-2022-05-

Venture capitalism and margin calls and collateral requests from banks

What are they

What can we learn from the last twenty years of financial leveraging through derivatives

Joseph smith saw the coming of the American Civil War and the issue of slavery bringing bloodshed to our nation. There has never been a time in history where the cost of freedom did not have a cost in blood. The Lamanites and the gentiles are to be free—the curse of slavery being lifted by the results of the Civil War. The Civil War started as a tax revolt and ended over the issue of slavery. Slavery was against the order of heaven. The restoration of the Lord’s church occurred on April 6, 1830. 30 years later, the Civil War erupted. The union came under a constitutional crisis. During the time, the Lamanites watched as states fought each other, as father fought son, as brother fought brother. The land of inheritance was turned into a battleground. Peace among families was disturbed. Carnage and destruction were common in once beautiful cities in the south. Eventually, the Civil War ended, and General Lee surrendered.

The 26th Dynasty Egyptians in America 1. Egyptians always carried religious symbols with them in case of death 2. A Egyptian statute called a Ushabti was discovered in Libertyville, Illinois with attribute unique to the 26th dynasty in Egypt 3. Around 610 BC, according to historian Herodotus, Necho II commissioned the first circumnavigation of the African continent. The Punic-Egyptian sailors probably used the canary Island current to arrive in the gulf of Mexico and travel up the Mississippi River eventually arriving near libertyville Illinois. The Canary current sweeps off North Africa's west coast near the Canary Islands, straight across the Atlantic, and into the gulf of Mexico. 4. The voyage was accomplished using Phoenician ships with Egyptian crews 5. The ship would have sailed up the Mississippi river to the Western shores of Lake Michigan, five miles from Libertyville, Illinois. 6. The Egyptians referred to America as the Mirror or underworld because America was position directly below Egypt on the globe. America was thought to be the resting place of the Sun and the land of the immorals. 7. The Nile civilization built upon copper. The pharaohs sent out explorers in search of new worlds across the oceans. 8. As early as 2600 BC pharaonic fleets had sailed into the Atlantic Ocean. 9. Pepi II sailed and returned from "Two Parts of Heaven" beyond the western horizon. 10. The micmac is a language of Egyptian Glyphs

I show how to use car listing data to predict price