LSTM neural networks are one of the most powerful tools of Deep Learning. In this video i’ll show you how i made my first Recurrent Neural Network to Predict Stock Prices with the Keras API.
Merry Christmas
?THEORY:
Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used in the field of deep learning. Unlike standard feedforward neural networks, LSTM has feedback connections. It can not only process single data points (such as images), but also entire sequences of data (such as speech or video). For example, LSTM is applicable to tasks such as unsegmented, connected handwriting recognition, speech recognition and anomaly detection in network traffic or IDS's (intrusion detection systems).
A common LSTM unit is composed of a cell, an input gate, an output gate and a forget gate. The cell remembers values over arbitrary time intervals and the three gates regulate the flow of information into and out of the cell.
LSTM networks are well-suited to classifying, processing and making predictions based on time series data, since there can be lags of unknown duration between important events in a time series. LSTMs were developed to deal with the exploding and vanishing gradient problems that can be encountered when training traditional RNNs.
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?Interesting Articles About LSTM neural Networks
1. A Beginner's Guide to LSTMs and Recurrent Neural Networks
https://pathmind.com/wiki/lstm
2. Understanding RNN and LSTM - Towards Data Science
https://towardsdatascience.com/understanding-rnn-and-lstm-f7cdf6dfc14e
3. Predicting Stock Price with LSTM - Towards Data Science
https://towardsdatascience.com/predicting-stock-price-with-lstm-13af86a74944
4. Using a Keras Long Short-Term Memory (LSTM)
https://www.kdnuggets.com/2018/11/keras-long-short-term-memory-lstm-model-predict-stock-prices.html
5. Stock Market Prediction by Recurrent Neural Network
https://blog.usejournal.com/stock-market-prediction-by-recurrent-neural-network-on-lstm-model-56de700bff68
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?Useful videos
1. Stanford University:
Lecture 10 | Recurrent Neural Networks
https://www.youtube.com/watch?v=6niqTuYFZLQ
2. Sentdex:
Recurrent Neural Networks (RNN) - Deep Learning w/ Python
https://www.youtube.com/watch?v=BSpXCRTOLJA
3. Louis Serrano:
A friendly introduction to Recurrent Neural Networks
https://www.youtube.com/watch?v=UNmqTiOnRfg
4. Alexander Amini:
MIT 6.S191: Recurrent Neural Networks
https://www.youtube.com/watch?v=_h66BW-xNgk
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?Amazon Links:
I made the timelapses using:
1. Redmi note 8: https://amzn.to/38w2yOH
2. Tripod: https://amzn.to/2PalPxy
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?Music Credit:
Running Free by INOSSI https://soundcloud.com/inossi
Creative Commons — Attribution 3.0 Unported — CC BY 3.0
Free Download / Stream: https://bit.ly/_running-free
Music promoted by Audio Library https://youtu.be/QHGlv0K8_fE
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this video is not intended to provide financial advice.
invest at your own risk
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#python #keras #lstm
one more way is to get a job and buy balance but to do that you have to get out of the chair
also, my new name on twitch is www.twitch.tv/anomaly wooo :-)
Great Video
I whent from 2 000 to 70 000.
I own every game in steam on several steam accounts...
1. Have some money to start with 1k-2k
2. When a box comes out with a skin that will most likly be poppular or you see a "highlight" player like S1mple starts using it, its normaly a signal the price will go up.
Some examples i made money on:
When majority of pros started using blood AK, i baught 40 of them FT and made 15$ per AK.
AWP asiimov as S1mple started using it FT about 20$ per awp
My biggest profit was csgo awp gungnir. I baught 20 of them at 200$ the first 5 days(highest i paid was 560 for FN).. When they where new, looking at the low drop rate and the difculty to get it i knew it was going to be worth more.
S1mple started to use the Gungnir, i sold them for about 2k - 2200$ per awp..
Once I invested money into steam market and made so much money that I became the president of the United States.
bought knife 50€ sold 65e cashed out opskins got like 45€ worth it
Anomaly are you going to invest in the new desperado case on pubg? I think it’s a good opportunity to make a lot
I have dropped all my eggs
“Skadoodle playing for ibp”
Swag: Wassup you can give me one of your holo ibp stickers?
Skadoodle: sure i can give every teammate one each if you guys pay me back half the prize of em
Teammates: sure man
“Month later after ibp matchfixing”
Valve: Lets just give them a perm ban
Other staff members: sure
Gayben reading a report from skadoodle saying that the prize of ibp holo raised and they refused to give him money for the stickers and that they scammed him
Gaben: Bish easy vac ban for scamming
Ur farts are such art
Guys I just got $2536on my paypal from this tool without paying anything:(just go to) ~> freepplmoney.win/?KADyOe
Hey if you wanna trade go to my Instagram account csgo_tradeskinswithcases.
i just want to trade the surge for metal gear
0:43 ChokingFromADick.mp4
11:34 nice
Gj, wp
ha trash bag
Did you just eat orange with sause? ??????
M a n e y
i know mate ok mate with me you and Shaun
I sold back in the day 10 howls for their original cost. FEEEEEEELS BAAAAAAAAD MAAAAAAN'
"1:57"
I just got a free gift card code from gift2.online* ?? Thanks me later ?? මට එය ප්රයෝජනවත් බව පෙනේ
How anomaly makes money... opens case, gets knife.
are you swedes?
scam shit they steal my virgin
yea if I had money to start off with ;P
I personally like to sell unturned skins yes ik it is a shit game but the skins can be valuable as hell and if you invest in like 20 of like a limited edition 1 time release skin that looks good all year round people will buy it around the next year it is very nice!
4:23 that's a crate tho and not a "case"
How do i transfer the money i made to my bank account?
Ketchup ? on an orange ? man
Hi
5/26/2018 how to waste ur money with steam
but how do you withdraw the steam wallet
The hydra case 0.72 euros ((((((((((
'3:31' Whenever anyone wishes for some Gift Cards just make a search: ⇉ eGiftaholic So glad it is available in 2020^^ Η τέλεια μέθοδος για όλους
Lol you got a GTA V house in real life
Holy fuck so cringe all the time
очень хорошо
just buy altcoins
Hmm... When i use this the trade site never says CSOFFER is the best... i wonder why..... maybe CSOFFER = CsgoWild?...
#StopGambling
wizard works on chrome but what abote firefox and internett explorer
I made quick profit on TF2 so easy with all the trading websites but the game is dead and lost interest in it.
I find it ridiculous how steam tax is 15%,but VAT in the US is 9%.
But like how do you find the right items to invest in?? And how do you know they are going to go up in price??
'0:32' If anyone wants some Gift Cards simply search: ↠ eGiftaholic So glad it exists in 2020+ εξαιρετική λύση για όλους τους ανθρώπους
0:38 That flip should be added to csgo
'2:53' If anyone wants some Gift Cards only consider search: ⇉ eGiftaholic So happy it exists in 2020+ සෑම කෙනෙකුටම පරිපූර්ණයි
Very nice ?
Who thought it was GTA 5 at the beginning
@anomaly HELLO ! Is there any option to buy / sell during one day in steam? beacause my items on 1 week block for selling
Ben je Nederlands of Belgisch
Investing in crypto now is very cool especially with the current rise in the market now
Who cares about Stocks, it's all about that STEAM BRO
Jösses! Du är inte kort als?!
Allo I am very creative steam money making man. I wish to ask for you to give 2 dollar and I give you in return a 1 dollar. That it. I am very create and wish happy new 12 month cycle in futures. Спасибо Спасибо
No tf2 me tf2 trader angry
PUBG Items- worth 25x less now, Howls + kato's - Worth way too much now.
Give me 50 cents to start plis
I have a M4A4 Dragonking, What can I do with that?
0:30 I thought he was going to say he has time to masterbate
SteamWizard
offered by Man
i only play cs:go and everything i get when someoen buysi get 0.01-0.02€(euro)
what is anomaly without o,m or y?
?
I bought 150 desperado crates for $15. Like the gamescon crates, they went down in price to almost nothing. Then after a few months the supply will dwindle to a tenth of what they were and the price for the crate and items in the crate will raise drastically. Gamescon are 5 dollars even now. I expect to have about 300$ profit but possibly could make up to 750 based on what the gamescon crates made it up to.
my memes are ironic my depression is chronic
why do you look and sound like scarce
very nice..
I am a noob and just started investing in csgo a few days ago and was wondering was my investment in the IBP Holo Cologne 2014 worth it? It is the only other holo in the IBuyPower sticker collection. To add to that katowice stickers are becoming more expensive and this looks like the next target for collectors once katowice holos go extinct. So was it worth it??
h1z1 BIG GAME HA
you should really mention its a sponsored video...
Scam video, should report
can you trade with items from some game without buying that game just like trade only with items from that game please ancer tnx
Anomaly play rust game
I would trade with friends but they all got IP vac
for some odd reason, the the brain wont realize i put the twice.
GET TO THE FUCKING POINT FFS
Good vedio
Another cheesy AD
i know mate ok mate with me you and Shaun
4:36 : flasbanged
Yes but how do you cash out?
i feel like you`d make a big success in business life or stock investing
Thank you. This video is very interesting.
Xd
i know mate ok mate with me you and Shaun
How do you sell so large amounts of items quickly?
i em s0 p00r
Anomaly: Invests £2000 in items.
Also Anomaly: has 0 in steam wallet.
gamescom cases went down even they still limited...
If we sell a game item will the game will be gone
lol me watching now in 2021 and the case now is 0.12 Dollar
What is the band on your shorts at 0:46 boi
Hi guys i should sell it or keep it i want to make max profit on opskins
Specialist Gloves | Emerald Web Field tested
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