LSTM next word prediction in Python | LSTM python TensorFlow | LSTM python Keras | LSTM python

LSTM next word prediction in Python | LSTM python TensorFlow | LSTM python Keras|LSTM python
#lstm #genai #machinelearning #datascience #unfolddatascience
Hello,
My name is Aman and I am a Data Scientist.
All amazing data science courses at the most affordable price here: www.unfolddata...
Book one on one session here(Note - These supports are chargable): docs.google.co...
Follow on Instagram: unfold_data_science
Github :- github.com/Unf...
Topics for this video:
LSTM python tensorflow,
LSTM python keras,
LSTM python example,
LSTM python code,
LSTM python code github,
LSTM python sklearn,
LSTM python code from scratch,
LSTM python implementation,
LSTM python code for time series,
LSTM python model,
LSTM python example code,
LSTM python keras example,
lstm model for time series forecasting,
lstm stock price prediction,
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 :
www.facebook.c...
Follow on medium: / amanrai77
Follow on quora: www.quora.com/...
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.c...
Have a different question for me? Ask me here : docs.google.co...
My Music: www.bensound.c...

[@barwalgayatri4655]

Very Very easy explaination Dear - Good Job

[@UnfoldDataScience]

Thank you so much . please share with friends as well

[@fregenelazarus9946]

Excellent impartation

[@SinethPriyasiri]

Thank you brother I am from Sri LANKA your videos are very helpful

[@UnfoldDataScience]

Thanks Sineth. Please share channel with friends as well.

[@876Abb]

This is very well done. I wish you could be my teacher. I'm just starting up

[@dennisananth1360]

Incredible. Thank you for making it easy to understand

[@nagarajtrivedi610]

Very impressive this video. Made easy to understand.

[@sreekanth8894]

Very good explanation

[@UnfoldDataScience]

Thanks and welcome

[@thesuriya_3]

amazing explanation ❤ now I'm clear

[@ammanuelbekeletilahun9526]

Thanks for your informative Videos.

[@UnfoldDataScience]

Welcome

[@maheshsanjaychivateres982]

Great explanation

[@jojo-jay1]

Good job❤

[@tehreemqasim2204]

great video

[@Amin-ue2dz]

amazing

[@Antonio24991]

Why did you decide to use 150 as parameter of LSTM, is there any video or rule to explain it?

[@TarunKumar-yf8sj]

Thank You Sir. Can you please tell me how do i perform the evaluate the performance of the model using validation dataset?

[@aneeshbabukochi8828]

Hi Mr.Aman i need to do below problem statement in manufacturing industry. For a manufacturing industry we have electrical machine. we need to do below points. Performance and condition monitoring during the operation. Equipment remaining useful life(RUL) Schedule when maintenance should be performed. ? Could you please give advice to the problem?

[@UnfoldDataScience]

You need to have rich data to perform any of the listed analysis. There are many ML techniques which will help here. It needs a detailed discussion

[@aneeshbabukochi8828]

@@UnfoldDataScience thank you for the prompt response. I have experience in industrial automation domain. I need to add this project in my resume. Before we planned to do this project. but unfortunatly we lost this project. This timeseries problem data source IoT sensors (eg: Accelerometer ).. Etc so could you please advice which algorithms is best for this kind of probelms..

[@Rider-jn6zh]

Can you please explain the difference between Transformers BERT vs LSTM. and when to use what and why

[@UnfoldDataScience]

Yes going there in this playlist

[@teshomemulugeta.]

Hi Aman , i wanna to make prediction by computing keystroke on keyboard , any recommendation

[@stingftw339]

Heyy brother, I've made this model and i want to integrate into my android application. is it possible? i couldn't find any tutorials as well that would help me use this model in Android. Kindly help me.

[@harithapa9262]

Host ur model and get api endpoint then use it on your Android 😊

[@mdsohailahmed7936]

let' s say if i changed the context from asking questions other than the what input we provide here,will it works?

[@UnfoldDataScience]

Yes but corpus on which you should train should be relevant to your topic.

[@anureshghosh9475]

Sir, How to check validation score or accuracy of this model ?

[@UnfoldDataScience]

Good question, think, I can tell right away but I want you to think and come up with an approach.

[@anureshghosh9475]

@@UnfoldDataScience Sir, as far I know perplexity index is the best approach by help of this I can find out accuracy ! Sir Please help me 🙏

[@anureshghosh9475]

@@UnfoldDataScience and sir if possible then make a video on this topic , where we find out, how accurately my model predict next word ! It will be very much helpful for us sir ! Please if possible then please make a video on this topic sir 🙏

[@geekyprogrammer4831]

Nowadays PyTorch is more relevant than Tensorflow

[@UnfoldDataScience]

Depends.

[@yashsehgal7958]

plz provide teh txt file also