- 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/

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music in the intro is chambermaid swing by parov stelar
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#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

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. - I Built a Sports Betting Bot (WagerGPT)

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I Built a Sports Betting Bot (WagerGPT)
2024年01月04日  @ckq 様 
00:02:22 - 00:05:48
that’s an outdated player roster from 3 years ago buddy - I Built a Sports Betting Bot (WagerGPT)

that’s an outdated player roster from 3 years ago buddy

I Built a Sports Betting Bot (WagerGPT)
2024年01月04日  @metalflames4 様 
00:02:22 - 00:05:48
fwiw they went 1-3 on those picks - I Built a Sports Betting Bot (WagerGPT)

fwiw they went 1-3 on those picks

I Built a Sports Betting Bot (WagerGPT)
2024年01月04日  @ckq 様 
00:02:40 - 00:05:48
😂 - I Built a Sports Betting Bot (WagerGPT)

😂

I Built a Sports Betting Bot (WagerGPT)
2024年01月04日  @tennisprotrader 様 
00:05:22 - 00:05:48
the lie. any apple m* processor has it, even many phone processor have - Deep Learning with 4th Gen Xeon Processors and Intel® Accelerator Engines (AWS re:Invent 2023)

the lie. any apple m* processor has it, even many phone processor have

Deep Learning with 4th Gen Xeon Processors and Intel® Accelerator Engines (AWS re:Invent 2023)
2023年12月14日  @somerndid 様 
00:02:01 - 00:04:50
@ you are showing what appears to be yet another medical dataset "medalpaca/medical_meadow_mediqa" but it is unclear how that is used. - DoctorGPT: Offline & Passes Medical Exams!

@ you are showing what appears to be yet another medical dataset "medalpaca/medical_meadow_mediqa" but it is unclear how that is used.

DoctorGPT: Offline & Passes Medical Exams!
2023年08月13日  Mark Woodworth 様 
00:13:12 - 00:18:13
@What exactly are you concatenating? You say "instruction column and input column into a single input" but the code references only the "question" column from the "GBaker/MedQA-USMLE-4-options" dataset.  The question is then submitted for inference as-is, without being combined with anything as far as I can tell. Also - are the options (answer choices) and correct_answer_idx (multiple choice answer) used anywhere? - DoctorGPT: Offline & Passes Medical Exams!

@What exactly are you concatenating? You say "instruction column and input column into a single input" but the code references only the "question" column from the "GBaker/MedQA-USMLE-4-options" dataset. The question is then submitted for inference as-is, without being combined with anything as far as I can tell. Also - are the options (answer choices) and correct_answer_idx (multiple choice answer) used anywhere?

DoctorGPT: Offline & Passes Medical Exams!
2023年08月13日  Mark Woodworth 様 
00:13:21 - 00:13:12
@ you mention SFT with the base model, but the code appears to be using the chat model - DoctorGPT: Offline & Passes Medical Exams!

@ you mention SFT with the base model, but the code appears to be using the chat model

DoctorGPT: Offline & Passes Medical Exams!
2023年08月13日  Mark Woodworth 様 
00:18:13 - 00:38:49