Text Representation Basics: NLP Tutorial For Beginners - Season 2 Episode 1

[@codebasics]

Check out our premium machine learning course with 2 Industry projects: codebasics.io/courses/machine-learning-for-data-science-beginners-to-advanced

[@ayushgupta80]

We are going to represent features as a number (e.g health - 0.9 , has two - 1 ) Text representaion - representing texts as number various approaches for converting text to number -- 10:57

[@nriezedichisom1676]

Perfect illustration as always. Thank you for all that you do

[@RONAKBHAINATHABHAIVALA]

It is a fantastic tutorial, the explanation is very clear and simple,anyone can understand, and there are very few jargon for a Beginners.

[@Breaking_Bold]

Very clearly explained - Vectors for Text. Nice. I like your sense of humor also.

[@Cool-ss7ph]

I'm really thankful to you sir for this playlist, after studying Neural Networks for almost 2 months I couldn't understand the use of TF - IDF and here I got it just in a span of 10 minutes. Thanks a lot 🙏

[@codebasics]

Cool, I am glad this video helped you.

[@parthsoni7789]

way better than college session

[@nadianizam6101]

Excellent NLP playlist

[@Justme-dk7vm]

06:50 DO WATCH THIS

[@omkaranabathula2006]

Thanks a lot!

[@aliabasnezhad7872]

Thanks for the series, are you going to complete this series?

[@dr.walidsoula]

Excellent NLP playlist ! would it be possible to make a playlist on the quantum AI?

[@Kaafirpeado54-6ayesha]

Thanks ❤

[@tranquilbeing5071]

Bro, can u make a complete series on javascript, from beginner to advance...ur tutorials are simple to understand and very helpful

[@urvishpatel3034]

Hi Dhaval! Thank you for creating such helpful NLP tutorials. Can you tell me if Hugging Face models can be loaded in spaCy, and if so, how? Thank you!

[@varshamadheshiya7449]

I am quite new to machine learning. I have a very basic doubt. Do we assign or create these features for any given word or algorithm does it for us?

[@sarangabbasi2560]

how can we gain insights from features with data type of string? For numerical features we simply plot them. What if there are strings, like how to know that how each feature is affecting our label.

[@manojjoshi7481]

Plotting a feature is for us humans to understand. A computer doesn't understand the features. The algorithm which we feed the features will understand the features and give us a result. How this works? I will give an example that I find relevant to understand. There are many colleges in your country and in mine too, which are the most elegant ones. or you might have searched which is the best book to learn NLP. The common theme is you are searching that you can master whatever you want(e.g. NLP) in the most efficient way. The way is how a book or a college teaches us. Similarly a machine learning algorithm you can imagine is a raw mind like yours and searching for the most efficient way to learn NLP for example. The feature engineering is like creating a book so easy to understand or hiring a teacher who is very good at making you understand. Feature engineering is more obscure in computer vision and nlp. it is more clear in data mining tasks.

[@sarangabbasi2560]

@@manojjoshi7481 my question is how to make graph from 'string' type of data. When we do encoding then data patterns become less clear when we see graphs

[@rakesh5391]

Sir as a beginner which language is better in ur point of view?

[@codebasics]

python as it is very easy to learn and there are many job opportunities. if you are interested in web development, mobile app development then javascript, HTML/CSS

[@rakesh5391]

@@codebasics thank u sir. And which language is best for DSA

[@souvikbiswas284]

@@rakesh5391 java then C++

[@hamzagohar2048]

can you plz also give power point presentaion file in video discription it will be highly appretiated

[@manojgurung6665]

want NLP text summarization tutorial

[@AbuSaud.Christos]

oh you watch Sadhguru , great ! how is your awakening journey going ?