Many machine learning courses that target developers want you to start with algebra, calculus, probabilities, ML theory, and only then—if you haven't quit already—you may see some code.

I want you to know there's another way.

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Thread A History lesson for the MOAB:
1. The United States of America is not and has never been a Democracy, we're a Federal Republic tied together by the capital Laws of the Constitution.

Everyone in the country is about to get a harsh lesson on what this really means...

2. In 1871, February 21: Congress Passes an Act to Provide a Government for the District of Columbia, also known as the Act of 1871.

With no constitutional authority to do so, Congress creates a separate form of
government for the District of Columbia.

3. A ten mile square parcel of land (see,
Acts of the Forty-first Congress,” Section 34, Session III, chapters 61 and

4. The act — passed when the country was weakened and financially depleted in
the aftermath of the Civil War — was a strategic move by foreign interests
(international bankers) who were intent upon gaining a stranglehold on the coffers and neck of America.

5. Congress cut a deal w/ the international bankers(Rothschilds of London) to incur a DEBT to said bankers. Because the bankers were not about to lend money to a floundering nation w/out serious stipulations, they devised a way to get their foot in the door of the United States.

You want to buy a house.

You take a loan from the bank.

The bank asks you, “what if you don’t pay back?”

You say, “take my home and sell it”.

(Thread)

That makes sense. The bank gives you a loan and in case you don’t pay, the bank will take over your house and sell it and recover its money.

That’s collateral.

Banks also lend money to big corporations. With them, banks don’t always have collateral.

So a loan where the bank has collateral is considered safer for the bank.

In the early 2000s, the banks in the USA were giving out loans to people for buying houses.

The economy had just recovered from the tech bubble in 2000 where many banks had given out loans to businesses that had shut down.

In that backdrop, the banks found giving home loans safer.

(THREAD) Pre-election Russia collusion may take down Trump. It's equally possible the Trumps' pre- and post-election collusion with Saudi Arabia, the UAE, and Israel will do it—a course of collusion also connected to the Kremlin. I explain here. I hope you'll read on and retweet.

1/ I must stress how unbelievably complex the "Grand Bargain" theory of the Trump-Russia case is—a different thing from saying it's not substantiated. It's substantiated in *almost every single particular*—it just *also* happens to be very confusing. Not byzantine—just confusing.

2/ The basics: Saudi Arabia, Israel, and the UAE all view Iran as their chief regional enemy. Iran is propped up by Russia. Therefore the Saudis, Israelis, and Emiratis all need a US government willing to find a way to get the Kremlin to *stop* supporting Iran in the Middle East.

3/ The best way to get Russia to stop supporting Iran—or reduce support—was/is to drop all sanctions on Russia over its 2014 annexation of Crimea, as that'd be worth *trillions* to the Kremlin over the next decade. Everyone knew that Clinton wouldn't do this—and that Trump would.

4/ Per the NYT, on August 3, 2016, Donald Trump Jr. met secretly at Trump Tower with a Saudi and Emirati emissary, George Nader, as well as an Israeli intelligence expert, Joel Zamel, with *significant* ties to both Israeli intelligence *and* Russian oligarchs allied with Putin.