Unfold Data Science
Unfold Data Science
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Self-attention mechanism explained | Self-attention explained | scaled dot product attention
Self-attention mechanism explained | Self-attention explained | self-attention in deep learning
#ai #datascience #machinelearning
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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhTE3e_Y/edit
Follow on Instagram: unfold_data_science
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/410222213093826/?ref=bookmarks
Follow on medium: medium.com/@amanrai77
Follow on quora: www.quora.com/profile/Aman-Kumar-601
Follow on Twitter: @unfoldds
Watch the Introduction to Data Science full playlist here: czcams.com/video/Zkyog5u1OGw/video.html
Watch python for data science playlist here:
czcams.com/video/NTZkMI5tuh8/video.html
Watch the statistics and mathematics playlist here :
czcams.com/video/iZ2r7aIwMbc/video.html
Watch End to End Implementation of a simple machine-learning model in Python here:
czcams.com/video/8PFt4Jin7B0/video.html
Learn Ensemble Model, Bagging, and Boosting here:
czcams.com/video/fuO6QXAo-5M/video.html
Build Career in Data Science Playlist:
czcams.com/video/9pytkbvF8AU/video.html
Artificial Neural Network and Deep Learning Playlist:
czcams.com/video/2-Cg_1FtHk8/video.html
Natural language Processing playlist:
czcams.com/video/cs049uQWbpg/video.html
Understanding and building a recommendation system:
czcams.com/video/juqpTaieIkA/video.html
Access all my codes here:
drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M
Have a different question for me? Ask me here : docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit
My Music: www.bensound.com/royalty-free-music
zhlédnutí: 419

Video

No Job or More Money in Market | Data Science Job Market 2024 | Data Science Job Market in India
zhlédnutí 1,8KPřed dnem
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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhTE3e_Y/edit Follow on Instagram: unfold_data_science About Unfold Data science: This channel is to help people understand th...
Analyzing machine learning scenarios | how machine learning model works | ML models learning
zhlédnutí 736Před 14 dny
Analyzing machine learning scenarios | how machine learning model works | ML models learning #ai #datascience #machinelearning #openai 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/1WgleyiiKKoIfy779dXDQU7f17W...
Git vs Gitlab vs Github | Git vs Github vs Gitlab for beginners | Git vs Gitlab vs Github
zhlédnutí 830Před 21 dnem
Git vs Gitlab vs Github | Git vs Github vs Gitlab for beginners | Git vs Gitlab vs Github #datascience #ai #machinelearning 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 Topics for the video: Book one on one session here(Note - These supports are chargable): docs.google.com/forms/d/1WgleyiiKKoIfy77...
Which AI Role I am moving in | AI Jobs of the future | AI Jobs in Interview
zhlédnutí 2,3KPřed měsícem
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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhTE3e_Y/edit Follow on Instagram: unfold_data_science About Unfold Data science: This channel is to help people understand th...
Unfold Data Science Introduction | Unfold data science | Data Science | Machine Learning | AI
zhlédnutí 1,8KPřed měsícem
Unfold Data Science Introduction | Unfold data science | Data Science | Machine Learning | AI #datascience #ai #machinelearning 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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZ...
Learning AWS ECR and ECS tasks | AWS ECR tutorial | AWS ECR push docker image
zhlédnutí 467Před měsícem
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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhTE3e_Y/edit Follow on Instagram: unfold_data_science About Unfold Data science: This channel is to help people understand th...
How to Quickly Build LLM apps | Build LLM apps | LLM-based apps | Build apps with openAI
zhlédnutí 1,4KPřed měsícem
How to Quickly Build LLM apps | Build LLM apps | LLM-based apps | Build apps with openAI #datascience #openai #ai #machinelearning 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/1WgleyiiKKoIfy779dXDQU7f17WUQed...
Don't become an AI Engineer | AI Engineer Career Path | Why not to become an AI Engineer
zhlédnutí 12KPřed měsícem
Don't become an AI Engineer | AI Engineer Career Path | Why not to become an AI Engineer #datascience #ai #machinelearning 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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhT...
Sentiment classification app in 10 minutes | Hugging face sentiment analysis |Huggingface sentiment
zhlédnutí 1,2KPřed 2 měsíci
Sentiment classification app in 10 minutes | Hugging face sentiment analysis | Huggingface sentiment #datascience #ai #machinelearning 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/1WgleyiiKKoIfy779dXDQU7f17W...
LlamaIndex for beginners | LlamaIndex for beginners | LLamaindex tutorial,
zhlédnutí 2KPřed 2 měsíci
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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhTE3e_Y/edit Follow on Instagram: unfold_data_science Topics for the video: LlamaIndex for beginners, LLamaindex tutorial, LL...
Google Gemini ai Introduction | Google Gemini ai demo | Google Gemini ai announcement
zhlédnutí 976Před 2 měsíci
Google Gemini ai Introduction | Google Gemini ai demo | Google Gemini ai announcement #ai #datascience #machinelearning #datascience 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/1WgleyiiKKoIfy779dXDQU7f17WUQ...
Data Analysis Using LLM | ChatGPT Data analysis | Retail data analytics using langchain
zhlédnutí 4,3KPřed 2 měsíci
Data Analysis Using LLM | ChatGPT Data analysis | Retail data analytics using langchain #datascience #machinelearning #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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZzewhTE...
Building RAG based model using Langchain | rag langchain tutorial | rag langchain huggingface
zhlédnutí 8KPřed 3 měsíci
Building RAG based model using Langchain | rag langchain tutorial | rag langchain huggingface #datascience #ai #chatgpt Hello, My name is Aman and I am a Data Scientist. You can help Nandini here : UPI ID : karthikkt32@okhdfcbank 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.g...
How to learn concepts fast | How to learn machine learning and AI | How to learn data science
zhlédnutí 2,6KPřed 3 měsíci
How to learn concepts fast | How to learn machine learning and AI | How to learn data science #datascience #machinelearning #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/1WgleyiiKKoIfy779dXDQU7f17WUQedRcZ...
Vector database hands-on Tutorial | generative AI database | Vector database practice with Pinecone
zhlédnutí 1,6KPřed 3 měsíci
Vector database hands-on Tutorial | generative AI database | Vector database practice with Pinecone
Should I move to another country | Should you move to a different country | The global experience
zhlédnutí 986Před 3 měsíci
Should I move to another country | Should you move to a different country | The global experience
Vector database for beginners | Vector database example | vector database for LLM
zhlédnutí 3,6KPřed 4 měsíci
Vector database for beginners | Vector database example | vector database for LLM
Feature Store in Machine Learning | Feature store aws sagemaker | Feature store example
zhlédnutí 1,1KPřed 4 měsíci
Feature Store in Machine Learning | Feature store aws sagemaker | Feature store example
6 Key AI Trends in 2024 | AI trends in 2024 | Data Science trends 2024 | Machine learning 2024
zhlédnutí 1,8KPřed 4 měsíci
6 Key AI Trends in 2024 | AI trends in 2024 | Data Science trends 2024 | Machine learning 2024
Julia programming language tutorial | Julia programming introduction |Julia programming data science
zhlédnutí 587Před 4 měsíci
Julia programming language tutorial | Julia programming introduction |Julia programming data science
How to stay updated in data science | AI trends 2024 | AI trends and innovation
zhlédnutí 1,6KPřed 5 měsíci
How to stay updated in data science | AI trends 2024 | AI trends and innovation
TensorFlow for Beginners | TensorFlow in deep learning | TensorFlow tutorial
zhlédnutí 3,4KPřed 5 měsíci
TensorFlow for Beginners | TensorFlow in deep learning | TensorFlow tutorial
Prompt Engineering for Beginners | Prompt Engineering full Course | Prompt Engineering ChatGPT
zhlédnutí 2,4KPřed 5 měsíci
Prompt Engineering for Beginners | Prompt Engineering full Course | Prompt Engineering ChatGPT
15 ML Tips in 15 minutes | ML Tips and Tricks 2023 | ML Tips and Tricks for Beginners
zhlédnutí 2KPřed 6 měsíci
15 ML Tips in 15 minutes | ML Tips and Tricks 2023 | ML Tips and Tricks for Beginners
Pytorch tutorial for beginners | Pytorch neural network tutorial | Pytorch course
zhlédnutí 1,8KPřed 6 měsíci
Pytorch tutorial for beginners | Pytorch neural network tutorial | Pytorch course
Get started with Generative AI Studio | Vertex AI generative AI Studio | Generative AI Studio
zhlédnutí 2,1KPřed 6 měsíci
Get started with Generative AI Studio | Vertex AI generative AI Studio | Generative AI Studio
Understanding random seed in python | random seed python | randomness and reproducibility in python
zhlédnutí 999Před 6 měsíci
Understanding random seed in python | random seed python | randomness and reproducibility in python
How to build foundation in Data Science | Data Science Foundation | Fundamentals of Data Science
zhlédnutí 1,3KPřed 7 měsíci
How to build foundation in Data Science | Data Science Foundation | Fundamentals of Data Science
5 wrong expectations from Data Science | Data Science Career in 2023 | Data Science Career in India
zhlédnutí 1,5KPřed 7 měsíci
5 wrong expectations from Data Science | Data Science Career in 2023 | Data Science Career in India

Komentáře

  • @amritapal4096
    @amritapal4096 Před 4 hodinami

    Hi sir I m not familiar with Langchain . Request you to please create videos on the same . Thanks in advance 🙏🏼

  • @RaRake-vu3sr
    @RaRake-vu3sr Před 4 hodinami

    Well

  • @aliyuabubakarmusa946
    @aliyuabubakarmusa946 Před 8 hodinami

    The video is very interesting

  • @SuaveHarrell...
    @SuaveHarrell... Před 11 hodinami

    Does your course teaches how to be an engineer of data scientist i was looking into machine learning at first but was having a hard between both however I was looking to buy into the course I really like your style of teaching at best.

  • @ajaychaudhari8548
    @ajaychaudhari8548 Před 11 hodinami

    Excellent explaination Sir🥰🥰......

  • @soniamirdha3540
    @soniamirdha3540 Před dnem

    Where is the source code?

  • @AnkitGupta-rj4yy
    @AnkitGupta-rj4yy Před dnem

    Thank you for provide us ❤ in easy way

  • @harperjmusic
    @harperjmusic Před dnem

    Great stuff thank you

  • @MuhammadYasir-uc9xt

    I have a project in python language which is a Plan text editor. I want to integrate it with open AI using API for the some purposes which are content suggetions, vocabulary suggetions, spell checker, grammar checker. kindly help me with it.

  • @RakeshKumarSharma-nc3cj

    awesome video

  • @Sagar_Tachtode_777
    @Sagar_Tachtode_777 Před 2 dny

    Great job Aman Bhai. Seeing you since 2k subscribers 🎉🎉🎉🎉 more to go...👋👋👏👏👑👑👌

  • @ajitkulkarni1702
    @ajitkulkarni1702 Před 2 dny

    Please make viodes on multi head attention...

  • @ajitkulkarni1702
    @ajitkulkarni1702 Před 2 dny

    Best expalinination on self attention !!!

  • @jayeshsingh116
    @jayeshsingh116 Před 2 dny

    well explained thank you for covering these topics

  • @dhirajpatil6776
    @dhirajpatil6776 Před 2 dny

    Please made video on explanation of transformers architecture

  • @manoj1bk
    @manoj1bk Před 2 dny

    can be used as self attention mechanism(as an embedding layer) before LSTM in the context of time series analysis?

  • @blackyogurt
    @blackyogurt Před 3 dny

    Great Explanation . thanks

  • @user-kt5qu2ne7l
    @user-kt5qu2ne7l Před 3 dny

    Thank you for your clear explanation

  • @parultaneja9276
    @parultaneja9276 Před 3 dny

    Thanks Aman to share the knowledge, I want to know is there any other way for the real-time prediction of the data through ML model specifically for IoT device.

  • @kirannair7920
    @kirannair7920 Před 3 dny

    LA>=200 IS TRUE , 2 BAD AND 1 GOOD...FALSE, 2 GOOD

  • @shaikhuzma786
    @shaikhuzma786 Před 3 dny

  • @praddyotahayaran9847

    SINGLE IMPUTATION VS MULTIPLE IMPUTATION kindly make a video.

  • @bbzhog
    @bbzhog Před 4 dny

    thank you sir, it really helped me

  • @user-God-s-child-0101

    Whole world's true well wisher the supreme godfather bless you all always and you all remember him always

  • @kannansingaravelu
    @kannansingaravelu Před 5 dny

    how do we use prompt template when using "create_conversational_retrieval_agent"

  • @hansherreralopez1753

    tks bro 👌

  • @rakeshkumarsharma2250

    awesome videos , i want to learn about attention and transformers

  • @jayeshsingh116
    @jayeshsingh116 Před 6 dny

    Hi Sir, I'm your paid course Data Science Zero to Hero user. The course is amazing, i will request you to introduce more paid courses like on NLP, Transformers and LLM topics. Thank you ❤

  • @user-pc8uw2sr4t
    @user-pc8uw2sr4t Před 6 dny

    Are bhai Hindi v bola kr khuch samjh me aaye

  • @rajaveluangalan6566

    My table contain multiple keys and how generate synthetic data based on keys

  • @timpoos4635
    @timpoos4635 Před 6 dny

    Low salaries for such a difficult job

  • @RakeshKumarSharma-nc3cj

    I am watching this playlist and this is awesome

  • @seftiwulandari5970
    @seftiwulandari5970 Před 6 dny

    Your video was great! can you make a tutorial in FP-Growth Algorithm, please?

  • @agusnoviana
    @agusnoviana Před 7 dny

    thank u sir, u are right, your explanation make me understand this things clearly 🙏

  • @hgowda11
    @hgowda11 Před 8 dny

    This is an excellent and time-efficient video with a great explanation.

  • @alexandre52045
    @alexandre52045 Před 8 dny

    Thanks for the video ! It was really clear and well executed. Would have been great to detail the entropy calculation though, I find it a bit elusive without an example

  • @basilkhalid1856
    @basilkhalid1856 Před 8 dny

    Your the best Sir🎉🎉

  • @SD-un3ii
    @SD-un3ii Před 8 dny

    Nery nice explanation....

  • @naageshk1256
    @naageshk1256 Před 8 dny

    Great explanation.. thank you so much 🎉❤

  • @user-xo4pl6bm9y
    @user-xo4pl6bm9y Před 8 dny

    Wonderful explaination ❤

  • @kazijawadahmed6488
    @kazijawadahmed6488 Před 8 dny

    thanks for the video. Very clear explanation

  • @erts63
    @erts63 Před 9 dny

    In data Scientist role, interviewer ased Data structure and algorithms in python or Java or c++ Please reply me I'm very confuse

  • @SelsebilBenelhaj
    @SelsebilBenelhaj Před 10 dny

    I watched all your amazing videos in the Advanced NLP playlist and I need to know more about attention mechanism and transformers. I realy can not be satisfied by other channels so could you please prepare content for Attention mechanism and Transformer. Thnaks in advance !

  • @SelsebilBenelhaj
    @SelsebilBenelhaj Před 10 dny

    I watched all your amazing videos in the Advanced NLP playlist and I need to know more about attention mechanism and transformers. I realy can not be satisfied by other channels so could you please prepare content for Attention mechanism and Transformer. Thnaks in advance !

  • @laxminarayanch4086
    @laxminarayanch4086 Před 10 dny

    Very well put through Aman! Thank you for your insights.

  • @dees900
    @dees900 Před 10 dny

    Unfortunately Data science/machine learning is a small world and is only available to a select few companies. This field has been so hyped up during the past decade that it has over saturated the market. Recruiters have raised the bar so high that only the best of the best will get the job. They tend to prefer PhD with 5+ years of experience. For an aspiring data scientist or beginner, this is harsh reality!

    • @UnfoldDataScience
      @UnfoldDataScience Před 10 dny

      I will agree to the point of bar being raised but we also should understand industry is maturing hence it will demand for real talents. Does it mean no place of newcomers? I think this is not right, as in my experience I am seeing many new entries in the field. Also new age AI jobs offer more to choose from.

    • @navneetkummar4811
      @navneetkummar4811 Před 6 dny

      @dees900: Absolutely agree with you . I have 2.4 yoe as a Data Scientist and mostly my colleagues including me facing the same issue .most of the jobs require 5+ yrs and after that 3+ yrs and there are very few job openings for 2+ years. Data Science market has flooded and the saturation has come

  • @sunnygawande5283
    @sunnygawande5283 Před 10 dny

    How about building portfolio website??

    • @UnfoldDataScience
      @UnfoldDataScience Před 10 dny

      Yes definitely it helps. Anything which can give feel of your work/project helps

  • @Shashikumar_shanmuka
    @Shashikumar_shanmuka Před 10 dny

    Amazing mentor !! ❤️ lots of concern!!

  • @Ishaheennabi
    @Ishaheennabi Před 10 dny

    Knowledgeable

  • @dasanv7016
    @dasanv7016 Před 10 dny

    Absolutely!