LSTM explained simply | LSTM explained | LSTM explained with example.

  Рет қаралды 22,129

Unfold Data Science

Unfold Data Science

10 ай бұрын

LSTM explained simply | LSTM explained | LSTM explained with an example
#lstm #machinelearning #deeplearning #ai
Hello,
My name is Aman and I am a Data Scientist.
All amazing data science courses at the most affordable price here: www.unfolddatascience.com
Book one on one session here(Note - These supports are chargable): docs.google.com/forms/d/1Wgle...
Follow on Instagram: unfold_data_science
Topics for this video:
LSTM explained simply,
LSTM explained,
LSTM explanation,
LSTM explained with example,
LSTM explained medium,
lstm for stock prediction,
lstm time series prediction,
lstm pytorch,
lstm tensorflow,
lstm vs transformer,
lstm neural network tensorflow,
lstm model for time series prediction,
long short term memory,
lstm for anomaly detection,
lstm for chatbot,
unfold data science deep learning,
unfold data science neural network,
About Unfold Data science: This channel is to help people understand the basics of data science through simple examples in an easy way. Anybody without prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at a high level through this channel. The videos uploaded will not be very technical in nature and hence can be easily grasped by viewers from different backgrounds as well.
Book recommendation for Data Science:
Category 1 - Must Read For Every Data Scientist:
The Elements of Statistical Learning by Trevor Hastie - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Category 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
Category 5 - Programming:
The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
Clean Code by Robert C. Martin - amzn.to/3oYOdlt
My Studio Setup:
My Camera: amzn.to/3mwXI9I
My Mic: amzn.to/34phfD0
My Tripod: amzn.to/3r4HeJA
My Ring Light: amzn.to/3gZz00F
Join the Facebook group :
groups/41022...
Follow on medium: / amanrai77
Follow on quora: www.quora.com/profile/Aman-Ku...
Follow on Twitter: @unfoldds
Watch the Introduction to Data Science full playlist here: • Data Science In 15 Min...
Watch python for data science playlist here:
• Python Basics For Data...
Watch the statistics and mathematics playlist here :
• Measures of Central Te...
Watch End to End Implementation of a simple machine-learning model in Python here:
• How Does Machine Learn...
Learn Ensemble Model, Bagging, and Boosting here:
• Introduction to Ensemb...
Build Career in Data Science Playlist:
• Channel updates - Unfo...
Artificial Neural Network and Deep Learning Playlist:
• Intuition behind neura...
Natural language Processing playlist:
• Natural Language Proce...
Understanding and building a recommendation system:
• Recommendation System ...
Access all my codes here:
drive.google.com/drive/folder...
Have a different question for me? Ask me here : docs.google.com/forms/d/1ccgl...
My Music: www.bensound.com/royalty-free...

Пікірлер: 90
@deepakdodeja4663
@deepakdodeja4663 6 ай бұрын
This is a well-researched, well-designed, well-explained video I would say. Thanks a lot for efficiently explaining LSTM in just 30 minutes.
@shanjidabduhalim6146
@shanjidabduhalim6146 4 ай бұрын
What a clear and straight to the point lecture. Thanks Prof!
@msbrdmr
@msbrdmr 4 ай бұрын
This was the most understanding tutorial I've ever seen about LSTM. Keep going. You are awesome.
@Mimimoon2024
@Mimimoon2024 8 ай бұрын
thanku prof, now am confidante enough about what happening in LSTM cells .its well clear even the math behind it very clear and well explained . thanku prof for this course.
@Tatanajafi
@Tatanajafi 2 ай бұрын
Best description. Thank you.
@Gezahegnt2000
@Gezahegnt2000 16 күн бұрын
Nice Tutorial thanks
@rajendrabhise4427
@rajendrabhise4427 Ай бұрын
This is the first video I encountered on LSTM subject and I dont think, I need to watch other videos to understand LSTM any more. What a clear and straight to the point lecture.
@UnfoldDataScience
@UnfoldDataScience Ай бұрын
You words are precious to me. Thanks a lot
@samiashah7914
@samiashah7914 4 ай бұрын
Zabardast, very well explained. ❤ Thank you Sir
@vincentdey4313
@vincentdey4313 6 күн бұрын
Well Explained . Great Job
@casuresh7081
@casuresh7081 9 ай бұрын
Good Explanation. Thanks
@zenithmacwan
@zenithmacwan 10 ай бұрын
Excellent explanination! Thank you sir!
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Welcome
@user-bz8cl5cz3u
@user-bz8cl5cz3u 8 ай бұрын
Nice explanation.thank u
@omarabubakarosman2791
@omarabubakarosman2791 8 ай бұрын
very explicit presentation. We are very grateful for breaking down this complex concept of deep learning.
@UnfoldDataScience
@UnfoldDataScience 8 ай бұрын
Thanks Omar. Pls share with friends
@divyaharshad9985
@divyaharshad9985 3 ай бұрын
v good content! explained lucidly
@shine_through_darkness
@shine_through_darkness Ай бұрын
Thank you brother , your channel is really good
@kavyanagesh8304
@kavyanagesh8304 9 ай бұрын
You're THE BEST! Thank you.
@UnfoldDataScience
@UnfoldDataScience 9 ай бұрын
Thanks a lot. pls share with friends as well
@tehreemqasim2204
@tehreemqasim2204 Ай бұрын
excellent tutorial thank you
@PankajKumar-bw4jg
@PankajKumar-bw4jg 7 ай бұрын
thank you sir for this brief detailed video. it really helps me to get the idea about lstm
@UnfoldDataScience
@UnfoldDataScience 7 ай бұрын
Thanks Pankaj.
@raheemasghar2383
@raheemasghar2383 4 ай бұрын
Great effort Aman
@milindankur
@milindankur 10 ай бұрын
Great explanation! Thank you!
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Thanks Ankur.
@parsasakhi1505
@parsasakhi1505 4 ай бұрын
awesome! Thank you
@user-jt4vn2dn8g
@user-jt4vn2dn8g 5 ай бұрын
Simply amazing
@prateekkumar2740
@prateekkumar2740 10 ай бұрын
Great content Aman. Could you please consider time series problem solving using LSTM. Thanks
@akshitacharak4385
@akshitacharak4385 4 ай бұрын
Thnkyou so much👍🏼
@adityarajiv6346
@adityarajiv6346 2 ай бұрын
thanks it was really helpful!.
@veenajain
@veenajain 5 ай бұрын
Awesome content Aman
@prateekbhadauria7004
@prateekbhadauria7004 7 ай бұрын
Nice and brief supereb explanation, thank you for spreading your knowledge.
@UnfoldDataScience
@UnfoldDataScience 7 ай бұрын
Thank you Prateek
@samadhanpawar6554
@samadhanpawar6554 10 ай бұрын
Amazing explanation very clear to understand keep up the good work Make a video on GRU , Transformers, attention mechanism,encoder and decoder also😊
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Thanks a lot. Your words are my treasure
@nimeshraijada5844
@nimeshraijada5844 8 ай бұрын
You have excellent teaching skills 👍
@UnfoldDataScience
@UnfoldDataScience 8 ай бұрын
Thanks a lot.
@swapnil2881
@swapnil2881 10 ай бұрын
Excellent I watch so many video but not clear concept but today video very helpful
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Thanks Swapnil.
@AIandSunil
@AIandSunil 10 ай бұрын
Excellent explanation sir❤ thank you
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Thanks Sunil.
@sunilkumarsam150
@sunilkumarsam150 10 ай бұрын
Best explanation ever!👍
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Glad it was helpful!
@IT-pz8yz
@IT-pz8yz 9 ай бұрын
Great explanation ,thank you
@UnfoldDataScience
@UnfoldDataScience 9 ай бұрын
Most welcome. Pls share with friends as well
@daveplayz919
@daveplayz919 8 ай бұрын
wow such a hard topic still felt really simple thank you sir for explaining it very nicely
@UnfoldDataScience
@UnfoldDataScience 8 ай бұрын
Thanks for watching
@Gagandeepsingh-kp3ms
@Gagandeepsingh-kp3ms Ай бұрын
great brother
@Amin-ue2dz
@Amin-ue2dz 11 күн бұрын
you are amazing.
@afn8370
@afn8370 6 ай бұрын
thankyou man
@danielfiadjoe9312
@danielfiadjoe9312 7 ай бұрын
Thank you. This is very clear.
@UnfoldDataScience
@UnfoldDataScience 7 ай бұрын
Welcome Daniel.
@danielfiadjoe9312
@danielfiadjoe9312 7 ай бұрын
Do you have any video on Stock prediction using LSTM ? @@UnfoldDataScience
@jawaherabdulwahabfadhil2329
@jawaherabdulwahabfadhil2329 4 ай бұрын
Thank u sir
@muhammedthayyib9202
@muhammedthayyib9202 10 ай бұрын
GREAT work
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Thanks a lot. Hope you u r doing good.
@aliyuabubakarmusa946
@aliyuabubakarmusa946 21 күн бұрын
The video is very interesting
@UnfoldDataScience
@UnfoldDataScience 20 күн бұрын
Thanks a lot
@sunilkumarsam150
@sunilkumarsam150 10 ай бұрын
sir, can you make one video of the implementation and research paper writing effectively in the field of NLP, ML, and DL.
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Sure.
@knik8
@knik8 9 ай бұрын
Waiting....
@Hunger_Minds
@Hunger_Minds 3 ай бұрын
Aman Sir having a query regarding about LSTM architecture. In how many iteration will model to understand which one word is important & which one is not?..
@ashwinijalla3504
@ashwinijalla3504 5 ай бұрын
Please do series on complete learning of Generative AI concepts
@lathusree
@lathusree 6 ай бұрын
Hi Aman can you help explain bus time arrival prediction using LSTM.
@shubhrashrivastava9510
@shubhrashrivastava9510 Ай бұрын
What is the difference between the final output ot and ht??? Explain in detail plz...thanks in advance
@TheMato1112
@TheMato1112 9 ай бұрын
Thank you very much. Finally, I understand. Well Done
@UnfoldDataScience
@UnfoldDataScience 9 ай бұрын
Most welcome. Pls share with friends as well
@chirumadderla8129
@chirumadderla8129 10 ай бұрын
Super stuff
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Thanks
@user-vr8xq7lw7v
@user-vr8xq7lw7v 9 ай бұрын
Nice sir
@UnfoldDataScience
@UnfoldDataScience 9 ай бұрын
Thanks and welcome
@chirumadderla8129
@chirumadderla8129 10 ай бұрын
can you please consider the eusecase of weather forecasting
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Sure, next video
@rahulraizada7001
@rahulraizada7001 9 ай бұрын
sigmoid lies between 0 and 1. whereas tanh lies between 1 and -1.
@BhanusriAndhavarapu-xc1xb
@BhanusriAndhavarapu-xc1xb Ай бұрын
could you please explain timeseries data
@rahulraizada7001
@rahulraizada7001 9 ай бұрын
What is different between tanh and relu?
@tishachhabra3369
@tishachhabra3369 10 ай бұрын
Best👍
@UnfoldDataScience
@UnfoldDataScience 10 ай бұрын
Thanks for watching.
@sg28011
@sg28011 3 ай бұрын
How will forget gate will know a particular word is irrelevant or of less importance?
@sg28011
@sg28011 3 ай бұрын
Got the answer as the video progressed
@dhirajpatil6776
@dhirajpatil6776 Ай бұрын
Sir Please Can you provide written notes of this video means what you have explain in this video thats all I want written in words. Thank you
@mohitchouksey6707
@mohitchouksey6707 10 ай бұрын
Sir how many people got job from ur course?
@hassanarshad2687
@hassanarshad2687 4 ай бұрын
🤯🤯🤯🤯🤯🤯
@siddheshmhatre2811
@siddheshmhatre2811 5 ай бұрын
Finally god found
@Mimimoon2024
@Mimimoon2024 8 ай бұрын
u know prof i bought a bunch of courses related to this , believe me they were not clear as much as your course.
@allinteli
@allinteli Ай бұрын
sir please hindi mein video banaoo
@KumR
@KumR 5 ай бұрын
why sigma and why tanh?
@UnfoldDataScience
@UnfoldDataScience 5 ай бұрын
I can answer but I advise you to google it :)
@_Channel_X
@_Channel_X 3 ай бұрын
This is known as "simple explanation" in real sense
Final increíble 😱
00:39
Juan De Dios Pantoja 2
Рет қаралды 44 МЛН
когда достали одноклассники!
00:49
БРУНО
Рет қаралды 4,2 МЛН
Универ. 13 лет спустя - ВСЕ СЕРИИ ПОДРЯД
9:07:11
Комедии 2023
Рет қаралды 1,8 МЛН
Long Short-Term Memory (LSTM), Clearly Explained
20:45
StatQuest with Josh Starmer
Рет қаралды 482 М.
Machine Learning - How to use a LSTM to do a binary classification
3:57
ML Was Hard Until I Learned These 5 Secrets!
13:11
Boris Meinardus
Рет қаралды 194 М.
Time Series Forecasting With RNN(LSTM)| Complete Python Tutorial|
13:58
Nachiketa Hebbar
Рет қаралды 169 М.