- How to Predict Stock Prices Easily - Intro to Deep Learning #7

How to Predict Stock Prices Easily - Intro to Deep Learning #7

We're going to predict the closing price of the S&P 500 using a special type of recurrent neural network called an LSTM network. I'll explain why we use recurrent nets for time series data, and why LSTMs boost our network's memory power.

Coding challenge for this video:
https://github.com/l...
We're going to predict the closing price of the S&P 500 using a special type of recurrent neural network called an LSTM network. I'll explain why we use recurrent nets for time series data, and why LSTMs boost our network's memory power.

Coding challenge for this video:
https://github.com/llSourcell/How-to-Predict-Stock-Prices-Easily-Demo

Vishal's winning code:
https://github.com/erilyth/DeepLearning-SirajologyChallenges/tree/master/Image_Classifier

Jie's runner up code:
https://github.com/jiexunsee/Simple-Inception-Transfer-Learning

More Learning Resources:
http://colah.github.io/posts/2015-08-Understanding-LSTMs/
http://deeplearning.net/tutorial/lstm.html
https://deeplearning4j.org/lstm.html
https://www.tensorflow.org/tutorials/recurrent
http://machinelearningmastery.com/time-series-prediction-lstm-recurrent-neural-networks-python-keras/
https://blog.terminal.com/demistifying-long-short-term-memory-lstm-recurrent-neural-networks/

Please subscribe! And like. And comment. That's what keeps me going.

Join other Wizards in our Slack channel:
http://wizards.herokuapp.com/

And please support me on Patreon:
https://www.patreon.com/user?u=3191693

music in the intro is chambermaid swing by parov stelar
Follow me:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Signup for my newsletter for exciting updates in the field of AI:
https://goo.gl/FZzJ5w
Hit the Join button above to sign up to become a member of my channel for access to exclusive content!

#how to predict stock price #deep learning trading #neural network trading #predict stock price #deep learning stock market #tensorflow stock prediction #neural network stock prediction #stock prediction machine learning #stock prediction python #stock prediction #stock prediction algorithm #LSTM #keras #AI #programming #coding #machine learning #tutorial #coursera #neural network #deep learning #recurrent #udacity #tensorflow #google #stock
RDJ concerned about stock prices. - How to Predict Stock Prices Easily - Intro to Deep Learning #7

RDJ concerned about stock prices.

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:37 - 00:09:58
Robert Downey Jr at Wall Street before he went Iron Man - How to Predict Stock Prices Easily - Intro to Deep Learning #7

Robert Downey Jr at Wall Street before he went Iron Man

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:37 - 00:09:58
is that guy Robert Downey Jr - How to Predict Stock Prices Easily - Intro to Deep Learning #7

is that guy Robert Downey Jr

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:37 - 00:09:58
the hell Tony Stark is doing at  ? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

the hell Tony Stark is doing at ?

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:37 - 00:09:58
Is that Robert Downey Jr.  ???? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

Is that Robert Downey Jr. ????

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
Is that Robert Downey Jr.??? 🧐 - How to Predict Stock Prices Easily - Intro to Deep Learning #7

Is that Robert Downey Jr.??? 🧐

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
Is that a young Robert Downey Junior at ???? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

Is that a young Robert Downey Junior at ????

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
Isn't that Rober Downey Junior? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

Isn't that Rober Downey Junior?

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
Robert Downey Jr? at  ?? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

Robert Downey Jr? at ??

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
Robert Downy Jr? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

Robert Downy Jr?

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
is that Robert Downey Jr at ?? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

is that Robert Downey Jr at ??

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
is that Robert Downey Jr? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

is that Robert Downey Jr?

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
is that robert downey jounier - How to Predict Stock Prices Easily - Intro to Deep Learning #7

is that robert downey jounier

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
is that robert downey jr? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

is that robert downey jr?

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:00:38 - 00:09:58
s pic @  is hilarious - How to Predict Stock Prices Easily - Intro to Deep Learning #7

s pic @ is hilarious

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:01:43 - 00:09:58
[] Coding begins - How to Predict Stock Prices Easily - Intro to Deep Learning #7

[] Coding begins

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:03:00 - 00:07:31
this is literally the Heisenberg uncertainty principle in real life :0 - How to Predict Stock Prices Easily - Intro to Deep Learning #7

this is literally the Heisenberg uncertainty principle in real life :0

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:04:22 - 00:09:58
[] coding continues on LSTM - How to Predict Stock Prices Easily - Intro to Deep Learning #7

[] coding continues on LSTM

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:07:31 - 00:09:58
At , you pass input and output dimensions to LSTM constructor but in the Keras documentation for the LSTM layer, there is no such argument for input and output dimensions. This results in an error! How can you fix this? - How to Predict Stock Prices Easily - Intro to Deep Learning #7

At , you pass input and output dimensions to LSTM constructor but in the Keras documentation for the LSTM layer, there is no such argument for input and output dimensions. This results in an error! How can you fix this?

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:07:40 - 00:09:58
the predictions just look like moving averages to me :P - How to Predict Stock Prices Easily - Intro to Deep Learning #7

the predictions just look like moving averages to me :P

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:08:30 - 00:09:58
@Wayne Filkins /9:58 he shows graph with predictions - How to Predict Stock Prices Easily - Intro to Deep Learning #7

@Wayne Filkins /9:58 he shows graph with predictions

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:08:32 - 00:09:58
not sure but he's definitely back at - How to Predict Stock Prices Easily - Intro to Deep Learning #7

not sure but he's definitely back at

How to Predict Stock Prices Easily - Intro to Deep Learning #7
2017年02月25日
00:08:50 - 00:09:58
Siraj Raval

Siraj Raval

🎉 710,000 人達成! 🎉

チャンネル登録 RSS
Hello World, it's Siraj! I'm a technologist on a mission to spread data literacy. Artificial Intelligence, Mathematics, Science, Technology, I simplify these topics to help you understand how they work. Using this knowledge you can build wealth and live a happier, more meaningful life. I live to...
Hello World, it's Siraj! I'm a technologist on a mission to spread data literacy. Artificial Intelligence, Mathematics, Science, Technology, I simplify these topics to help you understand how they work. Using this knowledge you can build wealth and live a happier, more meaningful life. I live to serve this community. We are the fastest growing AI community in the world! Co-Founder of Sage Health (www.sage-health.org)

Twitter: http://www.twitter.com/sirajraval
Instagram: https://instagram.com/sirajraval/
Facebook: https://www.facebook.com/sirajology/

If you found my videos useful, I'd love your support on Patreon :) https://www.patreon.com/user?ty=h&u=3191693

Some Research - https://drive.google.com/file/d/0BwUv84lNDk72Q1gzaXgwR2U3U2NWVlZSOFk4amZIRmV1QXI0/view

In the event of my demise, you must finish what I've started here.

Timetable

動画タイムテーブル

動画数:372件

At  we see it costs ~19$ to upload a single video! (ETH goes ~4000$ on Dec 28,2021 and fees are 0.004782ETH). Am I missing something? - Build a Social Media Dapp with Polygon

At we see it costs ~19$ to upload a single video! (ETH goes ~4000$ on Dec 28,2021 and fees are 0.004782ETH). Am I missing something?

Build a Social Media Dapp with Polygon
2021年12月28日
00:02:17 - 00:49:20
whats the video man whats wrong with u - Building a Health DAO with GitHub CoPilot (AlphaCare: Episode 5)

whats the video man whats wrong with u

Building a Health DAO with GitHub CoPilot (AlphaCare: Episode 5)
2021年11月09日
00:00:47 - 00:44:37
SHIB to the moon - Building a Health DAO with GitHub CoPilot (AlphaCare: Episode 5)

SHIB to the moon

Building a Health DAO with GitHub CoPilot (AlphaCare: Episode 5)
2021年11月09日
00:24:35 - 00:44:37
Wow! My code at , 3:18 Thank you so much, Siraj. I am honored. - Multiomics Data for Cancer Diagnosis (AlphaCare: Episode 3)

Wow! My code at , 3:18 Thank you so much, Siraj. I am honored.

Multiomics Data for Cancer Diagnosis (AlphaCare: Episode 3)
2021年10月16日
00:01:42 - 00:10:57
I'm afraid that I don't understand this diagram indicating that proteins go throuh metabolism and end up with biochemicals like carbohydrates. There are some mechanisms that carbohydrates can be switched into amino acids and vice versa,  but there are also amino acids that human body can not produce. Plus how lipids can be made out of proteins...? - Multiomics Data for Cancer Diagnosis (AlphaCare: Episode 3)

I'm afraid that I don't understand this diagram indicating that proteins go throuh metabolism and end up with biochemicals like carbohydrates. There are some mechanisms that carbohydrates can be switched into amino acids and vice versa, but there are also amino acids that human body can not produce. Plus how lipids can be made out of proteins...?

Multiomics Data for Cancer Diagnosis (AlphaCare: Episode 3)
2021年10月16日
00:03:37 - 00:10:57
I appreciated the kind of effort you have devoted for this  min video .keep going siraj big fan from india. - Perceiver for Cardiac Video Data Classification (AlphaCare: Episode 2)

I appreciated the kind of effort you have devoted for this min video .keep going siraj big fan from india.

Perceiver for Cardiac Video Data Classification (AlphaCare: Episode 2)
2021年10月02日
00:11:40 - 00:11:41
Did anyone else have to rewind and double check what he said at ? Is that actually a real thing? Surely not - Convolutional Networks for Heart Disease Prediction (AlphaCare: Episode 1)

Did anyone else have to rewind and double check what he said at ? Is that actually a real thing? Surely not

Convolutional Networks for Heart Disease Prediction (AlphaCare: Episode 1)
2021年08月20日
00:01:57 - 00:08:57
at this point it's clear to me that you don't know what you're talking about. - Yolo V5 Snowboarding LIVE

at this point it's clear to me that you don't know what you're talking about.

Yolo V5 Snowboarding LIVE
2020年12月28日
00:23:00 - 01:00:35
Oh, Is that a social network site for coders? - Yolo V5 Snowboarding LIVE

Oh, Is that a social network site for coders?

Yolo V5 Snowboarding LIVE
2020年12月28日
00:23:03 - 01:00:35
I'm at  and he just said that he got docker, tensorflow and cuda running like wtf? You can't have CUDA without Nvidia GPUs and docker already addressed that they don't support Apple M1 chip yet.Wtf. He has no idea what the fuck he is saying I can guarantee. - Deep Learning on Apple M1 Silicon LIVE

I'm at and he just said that he got docker, tensorflow and cuda running like wtf? You can't have CUDA without Nvidia GPUs and docker already addressed that they don't support Apple M1 chip yet.Wtf. He has no idea what the fuck he is saying I can guarantee.

Deep Learning on Apple M1 Silicon LIVE
2020年12月16日
00:00:49 - 01:06:21
Sorry, that's just wrong. Apple M1 is ARM-based. Read the first sentence on https://en.wikipedia.org/wiki/Apple_M1. And it is by no means Apple's first CPU, it's Apple's first PC CPU. There are well-established toolchains for ARM, and many open source projects just need to be recompiled to run, they don't need to be "ported". - Deep Learning on Apple M1 Silicon LIVE

Sorry, that's just wrong. Apple M1 is ARM-based. Read the first sentence on https://en.wikipedia.org/wiki/Apple_M1. And it is by no means Apple's first CPU, it's Apple's first PC CPU. There are well-established toolchains for ARM, and many open source projects just need to be recompiled to run, they don't need to be "ported".

Deep Learning on Apple M1 Silicon LIVE
2020年12月16日
00:07:20 - 01:06:21
all good ? - Let's Build Machine Learning...in RUST? LIVE

all good ?

Let's Build Machine Learning...in RUST? LIVE
2020年11月28日
00:10:22 - 01:02:11
- 25:10 -- getting some real Trump vibes. - Let's Build Machine Learning...in RUST? LIVE

- 25:10 -- getting some real Trump vibes.

Let's Build Machine Learning...in RUST? LIVE
2020年11月28日
00:25:06 - 01:02:11
Use the sandbox on the rust website? - Let's Build Machine Learning...in RUST? LIVE

Use the sandbox on the rust website?

Let's Build Machine Learning...in RUST? LIVE
2020年11月28日
00:34:00 - 01:02:11
It starts at  btw - Let's Build Machine Learning...in RUST? LIVE

It starts at btw

Let's Build Machine Learning...in RUST? LIVE
2020年11月28日
00:35:01 - 01:02:11
Amazing 😃 - Let's Build a Quantum Classifier! LIVE

Amazing 😃

Let's Build a Quantum Classifier! LIVE
2020年11月21日
00:06:07 - 01:13:20
*Accessing Parallal Timelines ! ! ! (****)* - Let's Build a Quantum Classifier! LIVE

*Accessing Parallal Timelines ! ! ! (****)*

Let's Build a Quantum Classifier! LIVE
2020年11月21日
00:30:59 - 01:13:20
1/x is totally differentiable. It's just x^(-1), multiply by power and subtract one from it gives -(x^(-2)) i.e. -1/x^2. Surely you can't do anything advanced like back propagation without understanding that. - Let's Build a Quantum Classifier! LIVE

1/x is totally differentiable. It's just x^(-1), multiply by power and subtract one from it gives -(x^(-2)) i.e. -1/x^2. Surely you can't do anything advanced like back propagation without understanding that.

Let's Build a Quantum Classifier! LIVE
2020年11月21日
01:04:15 - 01:13:20
AM PST/ PM IST! - Let's Build Data Structures & Algorithms! LIVE

AM PST/ PM IST!

Let's Build Data Structures & Algorithms! LIVE
2020年11月07日
00:09:30 - 00:54:05