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ETL Pipeline in MLOps | Data Management in MLOps | CampusX
Playlist Link - czcams.com/video/H4fZ3HFv684/video.html&ab_channel=CampusX
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Did you like my teaching style?
Check my affordable mentorship program at : learnwith.campusx.in
DSMP FAQ: docs.google.com/document/d/1OsMe9jGHoZS67FH8TdIzcUaDWuu5RAbCbBKk2cNq6Dk/edit#heading=h.gvv0r2jo3vjw
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📱 Grow with us:
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E-mail us at support@campusx.in
✨ Hashtags✨
#Datascience #mlops #CampusX #etl
⌚Time Stamps⌚
00:00 - Intro
01:34 - Revision
07:20 - An Important Question
11:20 - Data Management
23:50 - Data Storage
28:00 - Tools used for Data Management
31:10 - Task
zhlédnutí: 11 847

Video

200K Special | Next 6 months roadmap | DSMP 2 Discount | CampusX
zhlédnutí 17KPřed 14 dny
CampusX just hit 200,000 subscribers on CZcams! This milestone wouldn't have been possible without your incredible support, engagement, and enthusiasm. Thank you for every view, like, comment, and share. Thank you for recommending our channel to your peers. Your support fuels our passion to provide quality education to everyone who seeks it. Heartfelt Thank you! [Update - 16th June 2024] : The ...
Layer Normalization in Transformers | Layer Norm Vs Batch Norm
zhlédnutí 7KPřed 14 dny
Layer Normalization is a technique used to stabilize and accelerate the training of transformers by normalizing the inputs across the features. It adjusts and scales the activations, ensuring consistent output distributions. This helps in reducing training time and improving model performance, making it a key component in transformer architectures. Share your thoughts, experiences, or questions...
Flask for Machine Learning | New Course | CampusX
zhlédnutí 14KPřed 21 dnem
Course Link - learnwith.campusx.in/s/store/courses/Free Courses 📱 Grow with us: CampusX' LinkedIn: www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: campusx.official My LinkedIn: www.linkedin.com/in/nitish-singh-03412789 Discord: discord.gg/PsWu8R87Z8 E-mail us at support@campusx.in ✨ Hashtags✨ #flasktutorial #flask #machinelearning #campusx
Positional Encoding in Transformers | Deep Learning | CampusX
zhlédnutí 12KPřed měsícem
Positional Encoding is a technique used in transformers to inject information about the position of tokens in a sequence. Since transformers lack inherent sequence order awareness, positional encodings enable the model to capture the order of words, crucial for understanding context. These encodings are added to the input embeddings, allowing the model to process and learn relationships based o...
GenAI Free Courses | AI Agents | RAGs | Stable Diffusion | Bonus - Power BI & Object Dectection
zhlédnutí 21KPřed měsícem
Link - learnwith.campusx.in/s/store Schedule - docs.google.com/spreadsheets/d/1axiqFB2wR6n2vWHiHH5u8vVHBiWysEwkk70YW6gI2tA/edit?usp=sharing Do you like my teaching style? Check my affordable mentorship program at : learnwith.campusx.in DSMP FAQ: docs.google.com/document/d/1OsMe9jGHoZS67FH8TdIzcUaDWuu5RAbCbBKk2cNq6Dk/edit#heading=h.gvv0r2jo3vjw 📱 Grow with us: CampusX' LinkedIn: www.linkedin.com...
Free ML and DL Notes | 100 Days of ML Notes | 100 Days of DL Notes | CampusX
zhlédnutí 31KPřed měsícem
Link: learnwith.campusx.in/products#nav_bar Do you like my teaching style? Check my affordable mentorship program at : learnwith.campusx.in DSMP FAQ: docs.google.com/document/d/1OsMe9jGHoZS67FH8TdIzcUaDWuu5RAbCbBKk2cNq6Dk/edit#heading=h.gvv0r2jo3vjw 📱 Grow with us: CampusX' LinkedIn: www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: campusx.official My...
Imbalanced Data in Machine Learning | Undersampling | Oversampling | SMOTE
zhlédnutí 9KPřed měsícem
Imbalanced data refers to datasets where the distribution of classes is heavily skewed, with one class significantly outnumbering the others. Dealing with imbalanced data is crucial as it can lead to biased models that perform poorly on minority classes. Addressing Class Imbalance with Undersampling, Oversampling, SMOTE, and Ensemble Methods. Imbalanced datasets pose challenges for machine lear...
What are Foundation Models? | Generative AI | In-depth Explanation in Hindi | CampusX
zhlédnutí 18KPřed 2 měsíci
Foundational models in gen AI are a type of machine learning (ML) model that is pretrained to perform a range of tasks. They have two defining characteristics: transfer learning and scale. Transfer learning refers to the ability of a model to apply information about one situation to another and build upon its knowledge. Scale refers to hardware, specifically, graphics processing units (GPUs), t...
What is Multi-head Attention in Transformers | Multi-head Attention v Self Attention | Deep Learning
zhlédnutí 12KPřed 2 měsíci
Multi-head Attention enhances the expressiveness and representational capacity of Transformers by allowing the model to attend to different parts of the input data simultaneously. By utilizing multiple attention heads, the model can capture diverse patterns and relationships in the data, enabling more effective information processing and feature extraction. This mechanism enhances the model's a...
How Did He Crack Data Scientist Job in Such Tough Job Market ? | Success Story 2024 | CampusX DSMP
zhlédnutí 48KPřed 2 měsíci
Share your thoughts, experiences, or questions in the comments below. I love hearing from you! Connect with Tarun on LinkedIn - www.linkedin.com/in/tarun-chauhan-719a9b221? Do want to learn from me? Check my affordable mentorship program at : learnwith.campusx.in 📱 Grow with us: CampusX' LinkedIn: www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: campu...
Answering Your Doubts | FAQ | Free Courses on CampusX | Starting 5th April | ML | DL | MLOps | GenAI
zhlédnutí 16KPřed 2 měsíci
In this video, we have tried to answer the most frequently asked questions asked by you guys. Feel free to drop any other questions you might have in the comment section. Update: We have started uploading recorded videos of the sessions, you can now watch the videos by enrolling in the course on our website [Link below]. Enroll now - learnwith.campusx.in/t/allcourses Schedule - docs.google.com/...
FREE DATA SCIENCE COURSES 2024 | PROJECT BASED COURSES | GEN AI | DEEP LEARNING | MACHINE LEARNING
zhlédnutí 40KPřed 2 měsíci
Namaste! CampusX family! We are very happy to announce 10 new project based free courses in emerging technologies on our website. We hope you make the most of this offering and share it with your friends who might be looking to make a solid portfolio. Happy Learning! 🙏 [Update]: We have started uploading recorded videos of the sessions and ipynb notebooks, you can now watch the videos by enroll...
Who is an AI Engineer | Rise of AI Engineer Role in 2024 | Data Scientist Vs AI Engineer in Hindi
zhlédnutí 97KPřed 3 měsíci
An AI engineer is a professional responsible for developing, programming, and training complex networks of algorithms that make up artificial intelligence (AI) to function like a human brain. AI engineers use AI and machine learning techniques to develop applications, systems, and tools that enable the application of AI in various fields such as finance, national security, healthcare, criminal ...
Why is Self Attention called "Self"? | Self Attention Vs Luong Attention in Depth Lecture | CampusX
zhlédnutí 10KPřed 3 měsíci
The term "self" in "self-attention" refers to the fact that the attention mechanism is applied to the same sequence or input, rather than relating an input to an output sequence. In other words, self-attention allows the model to learn about the relationships and dependencies within a single sequence, such as a sentence in natural language processing or a sequence of images in computer vision. ...
Self Attention Geometric Intuition | How to Visualize Self Attention | CampusX
zhlédnutí 12KPřed 3 měsíci
Self Attention Geometric Intuition | How to Visualize Self Attention | CampusX
Scaled Dot Product Attention | Why do we scale Self Attention?
zhlédnutí 13KPřed 3 měsíci
Scaled Dot Product Attention | Why do we scale Self Attention?
Master Jupyter Notebook with Python | End to End Tutorial with Tricks in Hindi | 2024 | CampusX
zhlédnutí 18KPřed 3 měsíci
Master Jupyter Notebook with Python | End to End Tutorial with Tricks in Hindi | 2024 | CampusX
Master Scikit-learn for Machine Learning | Sklearn Tutorial in Hindi | CampusX | DSMP Free Session
zhlédnutí 19KPřed 4 měsíci
Master Scikit-learn for Machine Learning | Sklearn Tutorial in Hindi | CampusX | DSMP Free Session
Self Attention in Transformers | Deep Learning | Simple Explanation with Code!
zhlédnutí 25KPřed 4 měsíci
Self Attention in Transformers | Deep Learning | Simple Explanation with Code!
What is Self Attention | Transformers Part 2 | CampusX
zhlédnutí 17KPřed 4 měsíci
What is Self Attention | Transformers Part 2 | CampusX
We Are Hiring Data Science Instructors | Remote Work | Opportunities at CampusX
zhlédnutí 13KPřed 4 měsíci
We Are Hiring Data Science Instructors | Remote Work | Opportunities at CampusX
Introduction to Transformers | Transformers Part 1
zhlédnutí 37KPřed 4 měsíci
Introduction to Transformers | Transformers Part 1
How to Overcome the Fear of Maths in Data Science? | Maths Roadmap for Machine Learning
zhlédnutí 16KPřed 5 měsíci
How to Overcome the Fear of Maths in Data Science? | Maths Roadmap for Machine Learning
Bahdanau Attention Vs Luong Attention
zhlédnutí 15KPřed 5 měsíci
Bahdanau Attention Vs Luong Attention
What is MLOps? | MLOps Explained in Hindi | End to End Explanation with Example
zhlédnutí 28KPřed 5 měsíci
What is MLOps? | MLOps Explained in Hindi | End to End Explanation with Example
Why Should You Learn MLOps in 2024? | Software Systems Vs ML Systems | MLOPs Roadmap
zhlédnutí 33KPřed 5 měsíci
Why Should You Learn MLOps in 2024? | Software Systems Vs ML Systems | MLOPs Roadmap
Data Science Roadmap for 2024 | 5 Levels | End-to-End Data Science Roadmap
zhlédnutí 54KPřed 5 měsíci
Data Science Roadmap for 2024 | 5 Levels | End-to-End Data Science Roadmap
Attention Mechanism in 1 video | Seq2Seq Networks | Encoder Decoder Architecture
zhlédnutí 24KPřed 6 měsíci
Attention Mechanism in 1 video | Seq2Seq Networks | Encoder Decoder Architecture
DBSCAN Clustering Algorithms | Density Based Clustering | How DBSCAN Works | CampusX
zhlédnutí 15KPřed 6 měsíci
DBSCAN Clustering Algorithms | Density Based Clustering | How DBSCAN Works | CampusX

Komentáře

  • @bloodline39
    @bloodline39 Před 40 minutami

    What about differentiating all English words based on parts of speech? Like we normal humans do l, and then training a model to understand how the parts of speeches for together to form a sentence?

  • @mayyutyagi
    @mayyutyagi Před 43 minutami

    It is a great explanation of Multi head attention.

  • @mayyutyagi
    @mayyutyagi Před 44 minutami

    Very nice video

  • @entertainment8067
    @entertainment8067 Před 48 minutami

    Thank you Sir, I have watched many videos of GD, including Andrew NG, Krish Naik and many more but did not completely understand this topic, but these video clear my mind. Thanks and love from Afghanistan ❤

  • @prajwolkatwal1665
    @prajwolkatwal1665 Před 49 minutami

    Can I watch this even though I m a beginner?

  • @whothefisyash
    @whothefisyash Před 54 minutami

    fr maza aagya ekdm

  • @mayyutyagi
    @mayyutyagi Před hodinou

    Thank you for this extraordinary explanation. It makes the topic very very easy to understand.

  • @mayyutyagi
    @mayyutyagi Před hodinou

    This explanation is of next level.

  • @mayyutyagi
    @mayyutyagi Před hodinou

    You explained every topic with so much of clarity and easy way to understand.

  • @mayyutyagi
    @mayyutyagi Před hodinou

    Amazing series on DL

  • @Raj_7777
    @Raj_7777 Před hodinou

    CONGRATS SIR. YOUR SON/DAUGHTER HAS GOT A VERY GOOD MENTOR FOR LIFE

  • @kindaeasy9797
    @kindaeasy9797 Před hodinou

    amazing lectureeeeeeee

  • @kindaeasy9797
    @kindaeasy9797 Před hodinou

    easyy thankssss

  • @sagnikghosh206
    @sagnikghosh206 Před hodinou

    Getting two prices for the deep learning with python book....one is 400 to 700.......and its saying thensecond edition is for around 5000......whicn is like too much

  • @siddharthjindal5521
    @siddharthjindal5521 Před hodinou

    very very thanks sir ,god bless you

  • @bhavishyatiwari6482
    @bhavishyatiwari6482 Před hodinou

    GOAT!!!!!!!!!!!!!!!!!!

  • @ams_shimla
    @ams_shimla Před 2 hodinami

    model.fit(train_generator, batch_size=32, epochs=10, validation_data=test_generator) For this line, I'm getting the error:- TypeError: `output_signature` must contain objects that are subclass of `tf.TypeSpec` but found <class 'list'> which is not. please look into this error , i have treid searching on google and stackoverflow for solution but chould not found anything. please help

  • @atgnandu
    @atgnandu Před 2 hodinami

    dataset changed from last video to this video

  • @elonmusk4267
    @elonmusk4267 Před 2 hodinami

    good hands on learning

  • @kindaeasy9797
    @kindaeasy9797 Před 2 hodinami

    22:25 unit^2

  • @sachin-ll1by
    @sachin-ll1by Před 2 hodinami

    incredible

  • @elonmusk4267
    @elonmusk4267 Před 2 hodinami

    hooray

  • @imsachinnegi-kk9fl
    @imsachinnegi-kk9fl Před 3 hodinami

    be my mentor sir all other 9 mistake ill cover .

  • @WIN_1306
    @WIN_1306 Před 3 hodinami

    SIR WHEN WILL U TEACH RESIDUAL CONNECTION?

  • @elonmusk4267
    @elonmusk4267 Před 3 hodinami

    How can anyone be so good at teaching. have got addicted to this channel.

  • @Grl_06
    @Grl_06 Před 4 hodinami

    How to run it in web browser

  • @ManavMSanger
    @ManavMSanger Před 4 hodinami

    Thank you for the quality content

  • @monikrayu2546
    @monikrayu2546 Před 4 hodinami

    9:40 WHY ASSUME SIR YOU COULD HAVE TAKEN AN EXAMPLE YOU DIDS WRONG SIRJIIIII

  • @ariondas7415
    @ariondas7415 Před 4 hodinami

    if the difference in (yi - y^i) is in decimals, then the loss value is diminished and not magnified, so maybe a novelty would be take this into account.

  • @monikrayu2546
    @monikrayu2546 Před 4 hodinami

    6:57 SIR AAPNE GALAT KARA YOU DIDS WRONG SIR

  • @StoryScapebyShan
    @StoryScapebyShan Před 4 hodinami

    completed . Amazing Content😄

  • @pathivadajayavardhan8881
    @pathivadajayavardhan8881 Před 5 hodinami

    LeNet should have 3 convolution layers C1,C3,C5 but you did 2 layers is both are same?? C1 Convolutional 28x28x6 tanh S2 Average Pooling 14x14x6 tanh C3 Convolutional 10x10x16 tanh S4 Average Pooling 5x5x16 tanh C5 Convolutional 1x1x120 tanh F6 Fully Connected 84 tanh Output Fully Connected 10 Softmax

  • @vikassengupta8427
    @vikassengupta8427 Před 5 hodinami

    Sir next video ❤❤

  • @Killerisback10
    @Killerisback10 Před 5 hodinami

    Bro what a way to explain. Hats off!

  • @kkkk150984
    @kkkk150984 Před 6 hodinami

    But can you tell how can same RNN model can retrained with more data?

  • @subhamsingh1156
    @subhamsingh1156 Před 6 hodinami

    Everything you are doing for the community is great . Thank you for the video 😊.

  • @shashipuri8381
    @shashipuri8381 Před 6 hodinami

    binary value of 3 is o11

  • @aanchalsharma2567
    @aanchalsharma2567 Před 6 hodinami

    such a nice explanation. you made this topic so easy. you are an amazing teacher. Please don't stop teaching us

  • @elonmusk4267
    @elonmusk4267 Před 7 hodinami

    living legend

  • @elonmusk4267
    @elonmusk4267 Před 7 hodinami

    what a lecture

  • @thakur_kunal.solanki4857
    @thakur_kunal.solanki4857 Před 7 hodinami

    amazing ❤❤❤

  • @elonmusk4267
    @elonmusk4267 Před 8 hodinami

    awesome

  • @napoleanbonaparte9225
    @napoleanbonaparte9225 Před 10 hodinami

    superb explaination bro, hatsoff

  • @paritoshkumar7422
    @paritoshkumar7422 Před 15 hodinami

    Thank you SIr

  • @princekhunt1
    @princekhunt1 Před 18 hodinami

    👍🏻

  • @kindaeasy9797
    @kindaeasy9797 Před 19 hodinami

    Awesome

  • @lipovgaming7245
    @lipovgaming7245 Před 19 hodinami

    is it beginer friendly is yes do comment kindly