01. Introduction To MLflow | Track Your Machine Learning Experiments | MLOps

Поділитися
Вставка
  • Опубліковано 2 жов 2024
  • Welcome to our MLflow playlist, where we dive deep into the world of machine learning lifecycle management using the powerful open-source platform, MLflow. Whether you're a data scientist, machine learning engineer, or simply interested in the field of AI, this playlist is your guide to effectively managing and tracking your machine learning projects.
    MLflow is a comprehensive toolset that helps you organize, track, and reproduce your machine learning experiments, enabling seamless collaboration and efficient deployment. In this playlist, we will explore various aspects of MLflow, from setting up the environment to leveraging its powerful features.
    Join us as we take you through a step-by-step journey in harnessing the full potential of MLflow. We'll cover topics such as experiment tracking, version control, model packaging, and deployment. Learn how to streamline your machine learning workflow, improve experiment reproducibility, and simplify model deployment across different platforms.
    Whether you're new to MLflow or already familiar with the basics, our playlist offers something for everyone. We'll provide in-depth tutorials, practical tips, and real-world examples to help you gain a comprehensive understanding of MLflow's capabilities.
    Stay tuned for regular updates as we continue to explore advanced topics, share best practices, and showcase cutting-edge use cases in the field of machine learning lifecycle management. Subscribe to our channel and hit the notification bell to never miss an episode of our MLflow playlist.
    Get ready to revolutionize your machine learning workflow with MLflow. Let's embark on this exciting journey together and unlock the true potential of your AI projects. Happy learning!
    Check out my other playlists:
    ► Complete Python Programming: • Complete Python Progra...
    ► 100 Days of Machine Learning playlist: • 100 Days Of Machine Le...
    ► Statistics For Machine Learning: • Statistics For Machine...
    ► Object Detection Using YOLO v6: • YOLO v6 | Object Detec...
    ► Object Detection Using YOLO v7: • YOLO v7 | Object Detec...
    ► Sign Language Detection Using YOLO v5: • Sign Language Detectio...
    ►ONNX (Open Neural Network Exchange): • ONNX (Open Neural Netw...
    😀Please donate if you want to support the channel through Buy me a coffee: www.buymeacoff...
    This channel focuses on providing content on Data Science, Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Natural language processing, Python programming, etc. in Bangla and English.
    My mission is to provide inspiration, motivation & good quality education to students for learning and human development, and to become an expert in Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Natural language processing, Python programming, and so on.
    #dswithbappy aims to change this education system of Bangladesh.
    I believe that high-quality education is not just for the privileged few. It is the right of everyone who seeks it. My aim is to bring quality education to every single student. All I need from you is intent, a ray of passion to learn.
    Thanks!
    #dswithbappy
    Connect with me here:
    Twitter: / bappy913873
    Facebook: / dswithbappy
    instagram: / entbappy
    linkedin : / boktiarahmed73
    Github: github.com/ent...
    🙏🙏🙏🙏🙏🙏🙏🙏
    YOU JUST NEED TO DO
    3 THINGS to support my channel
    LIKE
    SHARE
    &
    SUBSCRIBE
    TO MY UA-cam CHANNEL

КОМЕНТАРІ • 43

  • @gourabchakraborty9752
    @gourabchakraborty9752 Місяць тому +1

    OK???? OK???? OK???? OK?????

  • @shapovalentine
    @shapovalentine Рік тому +12

    Ok?

  • @mdabdullahalhasib2920
    @mdabdullahalhasib2920 7 місяців тому

    Very Nice

  • @armanhabib353
    @armanhabib353 Рік тому

    Thanks for Sharing your knowledge. it will be very helpful

  • @sawfhsawfh00
    @sawfhsawfh00 7 місяців тому

    thank you so much Bappy

  • @sanketsaurabh5881
    @sanketsaurabh5881 Рік тому +4

    bro please create dvc data versioning tutorials too.

  • @AIdreamer_AIdreamer
    @AIdreamer_AIdreamer 3 місяці тому

    can you explain how I use the MLflow and visal studie together?

  • @commoncats5437
    @commoncats5437 Рік тому

    awesome bro

  • @rafarsguedes
    @rafarsguedes Рік тому +1

    Please, could you tell me which extension or setting do you use to predict code when typing?

  • @gprs-k5h
    @gprs-k5h 3 дні тому

    It's really a fantastic explanation video for ML Flow.
    Thank you

  • @Valkyrutn
    @Valkyrutn 7 місяців тому +1

    OK

  • @faizkhan2861
    @faizkhan2861 24 дні тому

    Bruh you talk too much unnecessarily for no reason? You literally start coding part at about 15 mins into the video which is stupid as its not even a super big topic that you need alot of theories beforehand, unnecessary yapping!

    • @dswithbappy
      @dswithbappy  23 дні тому

      UA-cam has skip option i think you forgot😜

    • @faizkhan2861
      @faizkhan2861 22 дні тому

      @@dswithbappy nope, he didn’t add any in the timeline that will take you straight to the coding part

  • @prashanthmanamohan5067
    @prashanthmanamohan5067 Рік тому +2

    Is this going to be series??

  • @mospher9253
    @mospher9253 7 місяців тому +1

    every time you say ok you will give me 0.01$

  • @ocbhu8666
    @ocbhu8666 9 місяців тому

    Hi , Thanks for the videos there are great . Needed help I used python3.8 & created env as yoiu suggested still getting error " mlflow.set_experiment(experiment_id="0")
    AttributeError: partially initialized module 'mlflow' has no attribute 'set_experiment' (most likely due to a circular import)" - Any suggestions on this will be more then appreciated . I tried searching but didn't get an answer even gpt or google both

  • @slavaskvortsov1072
    @slavaskvortsov1072 7 місяців тому +1

    Ok.

  • @008sayan
    @008sayan 3 місяці тому

    Great video for beginners, hands on showing made it interesting

  • @ModernTruthRevelation
    @ModernTruthRevelation 11 місяців тому

    smoke and code challange, hit when Bappy says oké :)

  • @shirsendubasu8246
    @shirsendubasu8246 19 днів тому

    Nice job 👍

  • @shahnaz9026
    @shahnaz9026 4 місяці тому

    Hi
    I got selected in an company where I have 2 options that i can choose devops engineer particularly using Mlflow role or ai/genai engineer to start my career
    So could you please help me to choose which one has a better future..

  • @spaceenthusiast801
    @spaceenthusiast801 8 місяців тому

    Absolutely amazing, thank you so much for this video!

  • @UdayBhaskar-h9u
    @UdayBhaskar-h9u 9 місяців тому

    thank god I found it after 2 days of starting ML flow

  • @ojasvisingh786
    @ojasvisingh786 5 місяців тому

    🥳👏👏

  • @pingchuanma9333
    @pingchuanma9333 Рік тому

    very good tutorial

  • @dinukadilshan542
    @dinukadilshan542 Рік тому

    Excellent Tutorial ✨

  • @vinaynaik953
    @vinaynaik953 Рік тому

    such a great tutorial bro really appreciating for doing this

  • @balarammahato7092
    @balarammahato7092 Рік тому

    awesome

  • @MrMela69
    @MrMela69 Рік тому

    Woo, great playlist. clearly explained.
    By the way , I can not see the forth tutorial , for some reason it shows "1 unavailable video is hidden"

  • @darwinjoanperezavendano5366
    @darwinjoanperezavendano5366 11 місяців тому

    Very Cool Bro