Vector Database Explained | What is Vector Database?

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  • Опубликовано: 14 янв 2025

Комментарии • 77

  • @codebasics
    @codebasics  6 месяцев назад +4

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

  • @gangsand
    @gangsand 5 месяцев назад +20

    The internet is true. An Indian guy on the internet explains things very clearly.

  • @SmoothEskimo
    @SmoothEskimo Год назад +8

    Very well explained. Crisp, well structured, and in a simple manner that helps understand faster. Couldn't get better than this. Thanks for making this video

  • @Goodwill345
    @Goodwill345 9 месяцев назад +2

    This is the best explanation, other lectures on this they are simply talking a lot, you speak the crux, very helpful, Thank You

  • @sourupnag9637
    @sourupnag9637 2 месяца назад +1

    This is one of the best explanations of vector databases.

  • @krenilbhikadiya
    @krenilbhikadiya 2 дня назад

    The best and simplest explanation!

  • @awaredz007
    @awaredz007 Год назад +2

    Thank you! This is the best explanation for word embedding I have come across.

  • @vinitsunita
    @vinitsunita 9 месяцев назад +1

    Thanks for explaining with the practical example. In a nutshell, vector databases are used for effective searching and storing of vector embeddings for given content. These vector embeddings are numerical representation of data which are generated by LLM models

  • @sanjanakatala4311
    @sanjanakatala4311 Месяц назад

    Very easy and effective way of explanation, thank you😮❤

  • @shekharchana
    @shekharchana 4 месяца назад +1

    This was very well explained in simple terms. It takes a great deal of effort to explain complex things in simpler manner. Thank you.

    • @codebasics
      @codebasics  4 месяца назад +1

      glad you liked it 🙏🏼

  • @souravbarua3991
    @souravbarua3991 Год назад +6

    Thank you for simple explanation. Please make a full video tutorial of how we can use vector database in our NLP projects.

    • @codebasics
      @codebasics  Год назад +3

      yes a full fledge end to end LLM project will be published soon

  • @abhishekkhare6175
    @abhishekkhare6175 9 месяцев назад

    Very well explained, short, and simple. Thanks

  • @shees143.
    @shees143. 9 дней назад

    Always explains very well in less time

  • @Lilia_AromaCoach
    @Lilia_AromaCoach 3 месяца назад

    well done !!!! im not techy yet i watched you till the end and got general idea !!! KEPP GOING !!

  • @PATRICKCHUAD
    @PATRICKCHUAD 5 месяцев назад

    Very good explanation, now I understand vector database

  • @prateekpandey3433
    @prateekpandey3433 10 месяцев назад

    First time I stumbled on this video, but very well explained !!

  • @EasyCodingStudio
    @EasyCodingStudio 2 месяца назад

    thanks for this clear explanations.

  • @dinushachathuranga7657
    @dinushachathuranga7657 3 месяца назад

    Thanks for the short and sweet explanation

  • @isayit6054
    @isayit6054 10 месяцев назад

    Excellent explanation- thankyou so much

  • @KamalenduGarai
    @KamalenduGarai 6 месяцев назад

    Nice simple to the point. Thank you.

  • @iamaltf8638
    @iamaltf8638 8 месяцев назад

    Thanks so much. Helped me in understand the concept very well🙏

  • @psyduck4763
    @psyduck4763 Год назад

    Damn. This is the most simplistic explanation.

  • @tusharkalyani4343
    @tusharkalyani4343 Год назад

    Very Beautiful explanation of such a complex topic.

  • @manishksohni
    @manishksohni Год назад

    Neatly explained. Thank you

  • @ParthivShah
    @ParthivShah 5 месяцев назад +1

    Thank You Sir.

  • @AICC2222
    @AICC2222 Год назад

    Beautiful explanation sir.

  • @Stopviolenceon
    @Stopviolenceon 8 месяцев назад

    Kamal ho bhai ... such a beautiful explanation .. I subscribed you

  • @dewanjalikapse
    @dewanjalikapse Год назад

    Thank you for sharing the knowledge as always👍

  • @christaverner3560
    @christaverner3560 8 месяцев назад

    This made kit click for me, thank you!

  • @AlonAvramson
    @AlonAvramson Год назад

    Thank you! very informative!

  • @ramnivasmurugesan6453
    @ramnivasmurugesan6453 Год назад

    explained simply great

  • @rdb108
    @rdb108 Год назад

    Excellent explanation!

  • @vsakaria
    @vsakaria Год назад +8

    Same as me the only person that gave me a clear understanding was an Indian man. Maybe because he understands it better than everyone else 😂

  • @faezehabdolinejad
    @faezehabdolinejad 2 месяца назад

    thanks its great

  • @zunaidqureshi8521
    @zunaidqureshi8521 Год назад

    A gem is always a gem!💎

  • @amitparmar8076
    @amitparmar8076 Год назад

    Great Explanation indeed!

  • @AlanJohnson-w7w
    @AlanJohnson-w7w 11 месяцев назад

    That hashing function bit you skipped over is super important. How do you achieve good partitioning of your buckets?

  • @VellaHere
    @VellaHere Год назад

    really helpful video dear sir. Keep up the good work.. You deserve more likes and views on such a wonderful explaination.

  • @shmoving1977
    @shmoving1977 Год назад +48

    The irony of the world, I was looking through so many videos to explain the vector databases and I only understood it from an Indian man 😂 Thank you so much.

    • @thenotaveragejoe
      @thenotaveragejoe Год назад +13

      don't see the irony part because English is the national language of our country and most of the engineers that build these vector DBs are Indians.

    • @anuch7047
      @anuch7047 10 месяцев назад +6

      Why would that be an irony?

    • @remisharoon
      @remisharoon 8 месяцев назад +1

      why is that an irony??
      irony means "whenever a person says something or does something that departs from what they (or we) expect them to say or do"
      so, what do you normally expect Indians talk about?

    • @dorins3787
      @dorins3787 6 месяцев назад

      I worked with persons from India. Generally, their English skill was not good. And their level of explaining and detailing was also poor. Your video was very good. Thanks

    • @XY-yg1ci
      @XY-yg1ci 5 месяцев назад +2

      Not irony at all, video made by Indians on YT always save my life when suffering in class and after class. No matter it is biology or data sci

  • @MannyBernabe
    @MannyBernabe 11 месяцев назад

    excellent. thx.

  • @putchanarasimham3013
    @putchanarasimham3013 11 месяцев назад

    Thanks. That is quick and useful. But I have these questions: What are the axes or features of a word vector spaces? Do all words have the same dimension? that is number of elements in a vector? Can there be a common vector space for words, sentences and documents?

  • @kevinshah2702
    @kevinshah2702 Год назад

    The Video was quite informative and easy to understand.
    It would be great if you could provide more in-depth concept explanation on similar topics related to NLP, Deep learning and LLMs.
    A humble request if you could also provide resources to prepare for ML/AI based roles :)
    You won't know that we have our placement season going throughout Pan-IIT and many of us watch your ML and DL videos for understanding the concepts easily!!

  • @Mohammed-ix5je
    @Mohammed-ix5je Год назад +1

    Just a suggestion, make a video on GLCM (Grey Level Co-occurence Matrix).

  • @jahangirkhan3747
    @jahangirkhan3747 Год назад

    As usual, great explanation sir 👍 Eagerly waiting for your Data Science paid bootcamp 😊

  • @oliva8282
    @oliva8282 Год назад

    Thank you sir

  • @ddiilaaraa
    @ddiilaaraa Год назад

    Thank you for a very helpful video! I have a question, how does it know which bucket to search?

  • @SREERAJM
    @SREERAJM 10 месяцев назад

    Nice

  • @karimgamal1208
    @karimgamal1208 Год назад

    thankyou

  • @manu-pc9mm
    @manu-pc9mm Месяц назад

    Love you bro

  • @sumanpahari4220
    @sumanpahari4220 Год назад

    Very helpful

  • @pranav_tushar_sg
    @pranav_tushar_sg Год назад

    thanks!

  • @Do.n0t.3at.sn4ck
    @Do.n0t.3at.sn4ck Год назад +2

    I really need to learn programming, really fast ! In 6 hours I would be sleeping

  • @sumitvishwakarma7659
    @sumitvishwakarma7659 Год назад

    When is DATA SCIENCE course is coming?

  • @zunaidqureshi8521
    @zunaidqureshi8521 Год назад

    I'm waiting for LLm project, please realease as early as possible!

    • @codebasics
      @codebasics  Год назад +2

      yes. It will be published next week

  • @sbimochan
    @sbimochan 4 месяца назад +2

    Please don't use this irritating noise audio when explaining topics like in 0:42

  • @nayanjitsarkar9281
    @nayanjitsarkar9281 Год назад

    Do you mind teaching us how we can implement Vector Database in our projects

    • @codebasics
      @codebasics  Год назад +2

      I am building end to end LLM project where I will be using a vector database. The project should be published in about two weeks

  • @AmreshKumar-md4dk
    @AmreshKumar-md4dk 4 месяца назад

    i want a video on making a small ai software

  • @GautamDhanrajAnitaNemmaniwar
    @GautamDhanrajAnitaNemmaniwar Год назад

    Hi sir, myself Gautam from India. I'm a data analyst but want to shift to business analyst as i'm not very much interested in coding. But at the same time i too want to take into considerations the scope, pay and future of business analyst compared to data analyst. And the same time is Master's in Business Analyst worth it?

    • @bhuvanmohinidevi194
      @bhuvanmohinidevi194 Год назад

      Both the fields have great scopes..but talking about da pay, if u dont enjoy and cherish what u do, it wont even matter after a point of time,so give wholeheartedly to whichever field attracts u, dats da only key to success..also dont forget to master AI tools in ur field and investment knowledge so that job losses don't shake up ur future as much!

  • @ashish23081991
    @ashish23081991 5 месяцев назад +1

    liked.

  • @ShaNR-gk1zk
    @ShaNR-gk1zk 8 месяцев назад

    Flicker sound effect in between is quite irritating

  • @technicala.r4614
    @technicala.r4614 3 месяца назад

    How am I supposed at the office, why I was looking at a Image of a Monkey for 1 minute?

  • @vivekup3424
    @vivekup3424 18 дней назад

    bro calm down with those edits

  • @amitthorat6183
    @amitthorat6183 11 дней назад

    Very informative video. Thank you!