

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

Mar 17, 2023 • 9min
Why did aramco become the largest oil company in the world?
In 2002, the company was renamed again to the Saudi Arabian Oil Company, or Saudi Aramco. The total revenue of Saudi Aramco for the 2021 financial year was 359 billion U.S. dollars. Aramco net income is US$109.385 billion (2021). Aramco produces 13.9 million barrels of oil a day in 2022. Saudi reserves have 49 billion tons of oil.

Mar 15, 2023 • 41min
Hiro
Analyze the west

Mar 15, 2023 • 7min
Why startups pulled their money from Silicon Valley bank
Venture capitalist panic

Mar 11, 2023 • 12min
Why the Fed didn’t act as a lender of last resort for Silicon Valley bank
The answer is that the Fed is not the lender of last resort for securities firms or banks; it is the lender of last resort for depository institutions, and it has no such authority for nonbank financial institutions. Silicon Valley bank had to sell bonds to raise money. The bond prices have dropped as inflation rose. The bank had to report the loss of $1.8 billion on their books. The depositors feared the bank would not raise fund fast enough and panicked

Mar 10, 2023 • 6min
Using lightgbm to multi class features for thyroid outcomes
Using features to predict thyroid functionality

Mar 8, 2023 • 5min
Using statistical simulation to predict profitability and probability of loss
Modeling real world uncertainty

Mar 8, 2023 • 8min
Jesus knows my name
Healing through Christ

Mar 6, 2023 • 10min
WHY WILL FINANCIAL MARKET RESPOND BADLY TO OVER SELLING OF GOLD CONTRACTS
The gold market is dominated by central banks and other official institutions The majority of physical gold is held in the form of bars, large lumps of metal
If a large number of contracts for gold are sold for delivery, the price will decline This will cause difficulties for holders of gold and gold mining stocks, because the cost of holding gold will increase It will also be noticed by the official holders of gold
At the same time, it will be noticed by the official holders of gold At the same time, it will be noticed by the official holders of gold
The central banks of the major countries supply most of the world's official gold stocks They will be aware of the decline in the gold price and will wonder why it has happened They will know that a sale of gold contracts would be the most likely reason
When the central banks of the major countries enter the market to supply gold, they will be aware that the gold price is under attack They will know that there is a plan to sell gold contracts and that the purpose of the plan is to reduce the price of gold and to prevent the price from rising
The central banks of the major countries will be less likely to supply gold to the market because they will know that they are being subjected to a bear raid The central banks of the major countries will be less likely to the bear raid

Mar 6, 2023 • 33min
How to surrender our will to Jesus. A fearless inventory of our life
How to find healing through Christ

Mar 5, 2023 • 5min
Statistical simulation
Modeling real world data


