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Bored at home? Here's a full DIY guide to building a machine learning model that will generate Bitcoin price predictions. No programming required.

Interesting project to keep yourself busy during lockdown.
"Can you generate your own Bitcoin price prediction with machine learning? Absolutely. Machine learning is more accessible than ever. This article will guide you through a do-it-yourself project, showing you how to trade with your own machine learning models. "
https://crypto-ml.com/blog/bitcoin-price-prediction-with-diy-machine-learning-in-excel/
submitted by grindbehind to CryptoCurrencyTrading [link] [comments]

ELI5: How does the Off-line wallet addresses and security codes work?

So, I go to a place like bitaddress.org, click on "brain wallet". Next, I disconnect from the internet. Then I hit generate a bitcoin address and type in a secret key. After that, the program generates a private key from the passphrase I entered.
That leaves me with a bitcoin address and a key, that was generated completely offline. Right?
My question is how when I go to import my wallet into a place like blockchain.org, how is it even aware that the bitcoin address that was created offline even exists?
My other question is how does the offline program attach my passphrase secret key to that wallet?
My last question, for now, is how does the offline bitcoin generating program not generate the same bitcoin address for two different users if its offline?
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[PROGRAMMING QUESTION] Which is the best bitcoin python library for generating and utilizing new addresses?

I also want to know if there's a way to use test bitcoin to practice the transfers of bitcoin via script.
Any information would be helpful!
submitted by tycooperaow to Bitcoin [link] [comments]

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Programing Blockchain Instructor, Jimmy Song Talks About Educating The Next Generation Of Bitcoin Developers submitted by Ranzware to BitNewsLive [link] [comments]

The principles I learned in 7 years here

I've learned a lot by surfing these subs. I internalized it and am really happy with where I am. I wanted to take a minute to pay it forward and distill what I've internalized into first principles.
First, a bit on my background. I was always interested in being FI and know that money doesn't equal freedom, but it is an aspect of freedom (if nothing else, freedom from worrying about meeting basic needs). I was saving heavily in my mid 20's but was also working for a nonprofit. I was saving 50% of my income but it honestly wasn't amounting to all that much.
I wound up spending about a year teaching myself data science before and after work. I was really motivated by the field and, luckily for me, it turns out to be quite lucrative. I also started skydiving. That meant moving to a shared 1 bedroom apartment with somebody I butted heads with so I could afford it and not overly sacrifice savings goals. That was a tough call because skydiving is expensive, but it also made me much more risk tolerant and a generally happier and less reactive human. Skydiving taught me that most of my fears were unfounded (evolution predisposes you to fear more than you have to) so I geared up for a big life change.
When I was good enough at data science, I quit my job in the nonprofit and moved to San Francisco to do a 3 month bootcamp program. Everybody thought I was nuts. That drained my savings virtually down to the last dime (with no debt though). I got my first job in the industry making very little money in a role where I would learn a lot. I loved it and got a promotion in (I shit you not) 2 weeks of being on the job. That was my first 6 figure income.
Zoom forward four years and I'm at a major company with a significant equity stake, financially comfortable, and having just bought a home. Not quite yet FIRE but getting close depending on how my company stock does.
Obviously everybody's path is different. But principles are more universal. With all that, here are the main principles that lead to my success:
  1. Find the global maximum. I was top of my game in that nonprofit with a relatively good income and title, but I was growing unhappy and knew I wouldn't make my longterm goals. It was a tough call to quit, drain my savings, and move. But I did it and now I feel like I'm in a global personal maximum for life satisfaction, earning, etc. This means longterm thinking
  2. Stay balanced. I almost burned myself out on FIRE multiple times. I started seeing everything as costs. Be scrappy on everything but what makes you most come alive. That's crucial for longterm motivation
  3. The best investments are always in yourself. Active recovery, eduction, socializing, etc. are the best investments you can make. They're bad investments on the short term but great on the longterm
  4. Save on housing until you're ready to purchase a home. My rule was that I'd live with roommates until I had enough for a down payment. When covid happened, I decided I wouldn't buy a place until the market rebounded so I let my investments sit until they rebounded, sold, and purchased a home. Most people lose too much money on housing
  5. Never pay interest. This is an exaggeration but it's the biggest lifetime expense for more people. I pay some interest but both my small car loan and mortgage are below 3% interest. That means, with inflation, my money is likely better in the stock market than paying back those loans. So apart from that interest, I've been lucky enough to manage to avoid it like the plague
  6. Take risks and experiment. Most people are way too risk adverse, scared to place strategic bets. I've lost a lot of money on risky things but have gained so much more in experience. Spending thousands on bitcoin miners in the early days while on a shoestring budget? Lost a lot on that. But it resulted in learning an appropriate way to buy crypto and the net effect was many more thousands of dollars in gains
  7. Have mentors/models. If you don't do this explicitly, you default to modeling your behavior on whoever is around you. Think of who your top models for behavior are (financial, relationship, etc) and figure out what makes them tick. For me it was Mr. Money Moustache, some abundance-oriented technology thought leaders, and some anti-consumer friends who were militant about how owning things doesn't make you happy
  8. Don't defer pleasure. I came to realize that many of my thoughts on retirement were quite Catholic (thanks, dad). In other words, I was deferring pleasure until retirement like my Catholic father was deferring pleasure until the afterlife. Be fiercely present and enjoy today. Finances are only one part of life satisfaction
  9. Have an abundance and growth mindset. Most people think of money as a scarce resource. It's not. Anybody can generate it given enough time and effort. Think big picture and work incrementally towards it rather than accepting the career progression of your peers or employer. Most people underestimate how much employers will recognize a strong sense of drive and personal responsibility
  10. Change is necessary. For the Buddhists, that's the source of all suffering. Do we want to sacrifice the mediocre reality today for the option of a better reality tomorrow? Most people are so change and uncertainty adverse they can't adapt to more beneficial situations. Being open and curious and optimistic about change is necessary, otherwise the mediocre today seems like a better bet or you'll change and then quickly regress. The opportunity cost for change is whatever situation you currently find yourself in. Make sure you're ok with this and have the confidence to course correct if you get in over your head
TL;DR - Reality is malleable. You can achieve whatever you want as long as you take a step back, strategize, and then kick some ass. If you adopt some principles and play the long game, you'll ace this whole life thing
Edit: Glad this got so much attention. I feel like I've paid forward the mindset and benefits this sub helped me create. Thanks for being part of that!
submitted by Liquid_Subject to financialindependence [link] [comments]

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submitted by emilox202 to Jobs4Bitcoins [link] [comments]

Power of the Command Line (bitcoin-cli, hwi, electrum, trezorctl)

I think some of the console tools available with HW wallets today are greatly under utilized. Here's a quick write-up on how to create and sign a TXN very similar to 43d27...1fc06 found on the SLIP-14 wallet. I'll be using TrezorCTL, Electrum, and HWI for the signing. I won't go much into the setup or install, but feel free to ask if you have questions about it. Note, you don't have to use all three of these. Any one will produce a valid signed TXN for broadcast. I just showed how to do it three ways. Whats more some of the Electrum and HWI steps are interchangeable.
ColdCard also has a utility called ckcc that will do the sign operation instead of HWI, but in many ways they are interchangeable. KeepKey and Ledger both have libraries for scripted signing but no one-shot, one-line console apps that I know of. But HWI and Electrum of course work on all four.

TrezorCTL

This is the what most would think of to use to craft and sign TXNs, and is definitely very simple. The signing uses a script called build_tx.py to create a JSON file that is then used by the btc sign-tx command. The whole process is basically:
  1. tools/build_tx.py | trezorctl btc sign-tx -
This just means, take the output of build_tx and sign it. To copy 43d27...1fc06, I wrote a small script to feed build_tx, so my process looks like:
  1. ~/input.sh | tools/build_tx.py | trezorctl btc sign-tx -
But it's all very simple. Note... I used TrezorCTL v0.12.2 but build_tx.py version 0.13.0 1.

input.sh

```

!/bin/bash

secho() { sleep 1; echo $*}
secho "Testnet" # coin name secho "tbtc1.trezor.io" # blockbook server and outpoint (below) secho "e294c4c172c3d87991b0369e45d6af8584be92914d01e3060fad1ed31d12ff00:0" secho "m/84'/1'/0'/0/0" # prev_out derivation to signing key secho "4294967293" # Sequence for RBF; hex(-3) secho "segwit" # Signature type on prev_out to use secho "" # NACK to progress to outs secho "2MsiAgG5LVDmnmJUPnYaCeQnARWGbGSVnr3" # out[0].addr secho "10000000" # out[1].amt secho "tb1q9l0rk0gkgn73d0gc57qn3t3cwvucaj3h8wtrlu" # out[1].addr secho "20000000" # out[1].amt secho "tb1qejqxwzfld7zr6mf7ygqy5s5se5xq7vmt96jk9x" # out[2].addr secho "99999694" # out[2].amt secho "" # NACK to progress to change secho "" # NACK to skip change secho "2" # txn.version secho "0" # txn.locktime ```

Electrum

Electrum is one of the better GUI wallets available, but it also has a pretty good console interface. Like before you need your Trezor with the SLIP-14 wallet loaded and paired to Electrum. I'll assume Electrum is up and running with the Trezor wallet loaded to make things simple.
Like with TrezorCTL, Electrum feeds on a JSON file, but unlike TrezorCTL it needs that JSON squished into the command line. This is a simple sed command, but I won't bore you with the details, but just assume that's done. So the process in Electrum (v4.0.3) looks like:
  1. electrum serialize (create psbt to sign)
  2. electrum --wallet signtransaction (sign said psbt)
Still pretty simple right! Below is the JSON I smushed for #1

txn.json

{ "inputs": [{ "prevout_hash":"e294c4c172c3d87991b0369e45d6af8584be92914d01e3060fad1ed31d12ff00", "prevout_n": 0, "value_sats": 129999867 }], "outputs": [{ "address": "2MsiAgG5LVDmnmJUPnYaCeQnARWGbGSVnr3", "value_sats": 10000000 },{ "address": "tb1q9l0rk0gkgn73d0gc57qn3t3cwvucaj3h8wtrlu", "value_sats": 20000000 },{ "address": "tb1qejqxwzfld7zr6mf7ygqy5s5se5xq7vmt96jk9x", "value_sats": 99999694 }]}

HWI

HWI is an unsung hero in my book. It's a very small clean and simple interface between HW wallets and Bitcoin Core. It currently supports a good range of HW wallets. It keeps itself narrowly focused on TXN signing and offloads most everything else to Bitcoin Core. Again, I'll assume you've imported your Trezor keypool into Core and done the requisite IBD and rescan. And if you don't have the RPC enabled, you can always clone these commands into the QT-console.
To sign our TXN in HWI (v1.1.2), we will first need to craft (and finalize) it in Bitcoin Core (0.21.1). Like in Electrum, we will have to use simple sed to smush some JSON into command arguments, but I'll assume you have that covered. It will take an inputs.json and an outputs.json named separately.
  1. bitcoin-cli createpsbt (create psbt)
  2. bitcoin-cli -rpcwallet= walletprocesspsbt (process psbt)
  3. hwi -f signtx (sign psbt)
  4. bitcoin-cli -rpcwallet= finalizepsbt (get a signed TXN from psbt)
A little more involved, but still nothing too bad. Plus this gives you the full power of Bitcoin Core including integrations with LND (lightning).

inputs.json

[{ "txid": "e294c4c172c3d87991b0369e45d6af8584be92914d01e3060fad1ed31d12ff00", "vout": 0 }]

outputs.json

[{ "2MsiAgG5LVDmnmJUPnYaCeQnARWGbGSVnr3": 0.10000000 },{ "tb1q9l0rk0gkgn73d0gc57qn3t3cwvucaj3h8wtrlu": 0.20000000 },{ "tb1qejqxwzfld7zr6mf7ygqy5s5se5xq7vmt96jk9x": 0.99999694 }]

Conclusion

This may all seem like very low level coding, but is surprisingly simple once you get a knack for it. Whats more, all these platforms support testnet which allows you to practice with valueless coins until you get the hang of it. And, like many things in bitcoin, this is all (mostly) python, which is one of the easier languages to learn.
Enjoy
Footnotes
1 - https://github.com/trezotrezor-firmware/issues/1296
submitted by brianddk to Bitcoin [link] [comments]

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