Data Preparation tools in AWS | AWS Athena and AWS Glue | Preparing ML data in AWS

Поделиться
HTML-код
  • Опубликовано: 10 сен 2024
  • Data Preparation tools in AWS | AWS Athena and AWS Glue | Preparing ML data in AWS
    #machinelearning #datascience #aws
    Hello,
    My name is Aman and I am a Data Scientist.
    All amazing data science courses at the most affordable price here: www.unfolddata...
    Follow on Instagram: unfold_data_science
    Topics for the video:
    Data Preparation tools in AWS
    AWS Athena and AWS Glue
    Preparing ML data in AWS
    aws athena tutorial
    aws athena query S3
    aws athena demo
    aws athena json
    aws athena in hindi
    aws athena in telugu
    aws athena S3
    aws glue tutorial
    aws glue crawler
    aws glue etl jobs
    aws glue data catalog
    aws glue studio job
    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...

Комментарии • 28

  • @mallelaravi5749
    @mallelaravi5749 8 месяцев назад +1

    im blessed by finding your videos regards on my doubts... Thank you!!

  • @VikashKumar-ty6uy
    @VikashKumar-ty6uy Год назад +1

    Hi Aman, Nice to see you with AWS tutorials for us. Just a request from my side, if possible please make a video how to ingest data in S3 from different sources. It will help us to trigger the ETL pipeline learnings using Glue.

  • @dharmaraj7411
    @dharmaraj7411 Год назад +1

    Hi Aman, Big thanks to you for this wonderful playlist. Requesting you to create one playlist for All Mlops activity in AWS.

  • @sagarkishore6882
    @sagarkishore6882 Год назад +1

    Hi Aman, really looking for this one. Thank you so much. Here are some suggestions which I would be glad if you make:
    1. Detailed videos on Glue and ETL's
    2. How to migrate data from Data Warehouse to Data Mart. (and is there any credit staging area in between then pls cover that too)
    3. How to connect local SQL server with AWS Sagemaker and pull the data.

    • @UnfoldDataScience
      @UnfoldDataScience  Год назад +2

      Very good and to the point questions.will try to cover.

  • @anujkushwaha8893
    @anujkushwaha8893 Год назад

    i gone through all the video in this playlist. You are awesome, You are like Krish naik sir.

  • @ranjanjaiswal3261
    @ranjanjaiswal3261 10 месяцев назад

    I live in the US and work in the field of data science. Let me tell you honestly, even though there are tons of videos available for me to learn from, I still choose to come here and watch your videos. Good job

  • @c.nbhaskar4718
    @c.nbhaskar4718 Год назад +1

    This is the one i m looking for ..thanks brother and ur teaching is also good ..keep up the good work

  • @abdurrahim3283
    @abdurrahim3283 Год назад +1

    thank you very much, keep up the good work

  • @tanmaiagasam3760
    @tanmaiagasam3760 2 месяца назад

    good work

  • @franciserzuah401
    @franciserzuah401 8 месяцев назад

    Beautiful work! Thanks for sharing

  • @kavitanagpal8863
    @kavitanagpal8863 Год назад

    Very nicely explained

  • @nareshkalyadapu9004
    @nareshkalyadapu9004 Год назад

    great sir, simple explanation

  • @heysoncielos7498
    @heysoncielos7498 Год назад

    Very usefull video

  • @waybackwhen1999
    @waybackwhen1999 Год назад

    Thanks for your time and effort, your content is very useful…

  • @Rider-jn6zh
    @Rider-jn6zh Год назад

    Please upload complete videos on these topic.. specially upload video on ETL using glue.with complete project

  • @jovanbosic1245
    @jovanbosic1245 Год назад

    Thank you for your time!

  • @brainstormingsharing1309
    @brainstormingsharing1309 Год назад +1

    🔴 Always keep it up this way! 👍👏

  • @ashutoshnayak6242
    @ashutoshnayak6242 Год назад

    Good video

  • @KrishnaKumar-wz5us
    @KrishnaKumar-wz5us Год назад

    serverless is nothing but dont worry about backend we will take care of it. just care about script

  • @bhaiyasingh2124
    @bhaiyasingh2124 Год назад

  • @saptaparnidas7
    @saptaparnidas7 5 месяцев назад