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Implementing Machine Learninng Pipelines USsing Sklearn And Python 

Krish Naik
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Pipeline of transforms with a final estimator.
Sequentially apply a list of transforms and a final estimator. Intermediate steps of the pipeline must be ‘transforms’, that is, they must implement fit and transform methods. The final estimator only needs to implement fit. The transformers in the pipeline can be cached using memory argument.
The purpose of the pipeline is to assemble several steps that can be cross-validated together while setting different parameters. For this, it enables setting parameters of the various steps using their names and the parameter name separated by a '__', as in the example below. A step’s estimator may be replaced entirely by setting the parameter with its name to another estimator, or a transformer removed by setting it to 'passthrough' or None.
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2 окт 2024

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Комментарии : 51   
@krishnaik06
@krishnaik06 2 года назад
Check out all the courses coming up in iNeuron Full Stack Data Science Bootcamp 2.0(Start date : Sept 17th):ineuron.ai/course/Full-Stack-Data-Science-BootCamp-2.0 Data Science Industry Ready Projects Courses(Start date:24th September): ineuron.ai/course/Industry-Ready-Projects 30 days data science interview prep(Start date: 19th September) :ineuron.ai/course/Data-Science-Interview You can use Krish10 coupon code to additional avail 10% off
@yaswanthkosuru
@yaswanthkosuru Год назад
i learned a lot of new things which makes machine learning project in an organized manner.
@ritugujela8345
@ritugujela8345 2 года назад
sir, can you please make a video on making an end to end project using ML pipelines that includes all techniques like missing value imputation, OHE, Feature Scaling, Feature selection and linear regression ?
@longtruong9935
@longtruong9935 2 года назад
the best pipeline video ever, thanks for sharing
@narottamsaini6951
@narottamsaini6951 2 года назад
Hi Krish, in next video plz also try to incorporate how to add custom made function doing loading of file, doing date formatting and removing invalid record as a part pf pipeline!!!
@anirudsaichenna3158
@anirudsaichenna3158 Год назад
Hello Krish, Thank you for your detailed explenation. You are an amazing teacher, the content, the approach and intent of making sure that it reaches the learner, actually I can add lot more qualities of this video if I want to continue. I really appreciate your effort in making the videos on ML. I passed through many other youtube channels for this particular topic, and honestly I felt like had I come to this video first I would have saved lot of my time. Once again thanks alot. Stay blessed.
@msgupta07
@msgupta07 2 года назад
This is the video I want because pipelining related videos are not that good on RU-vid. Plz.. kale it with grid search
@pritamrajbhar9504
@pritamrajbhar9504 9 месяцев назад
This is what I was looking for, thank you so much krish sir.😊
@isaackodera9441
@isaackodera9441 10 месяцев назад
Couldn't be more grateful than this. This process in its entirety solves and prevents data leakage. With you, learning is always guaranteed. Time for implementation. A happy subscriber.
@ashraf_isb
@ashraf_isb 4 месяца назад
At 6:32 sec when Krish says like, stopping video to like and then continuing
@dingaroo2003
@dingaroo2003 2 года назад
Hi Krish, great video again! How can I add a metrics like ConfusionMatrix to my pipeline? Is it to add another pipeline?
@kwenevdavidapine4661
@kwenevdavidapine4661 2 года назад
Thank you for this explanation. I have one question; when do we need to use Union? Can it be used in place of make_pipeline? Thank you.
@prateekkumar.1325
@prateekkumar.1325 8 месяцев назад
what if i would like to add std transformer,pvc, linear regression,KNN and svc .How shall i proceed,sir?
@phoenix4939
@phoenix4939 Год назад
Really Good Video!
@aniruddhmaitra1728
@aniruddhmaitra1728 2 года назад
If we have a NN model, how will we make it a part of the pipeline? Awesome video.
@shashankhegde1258
@shashankhegde1258 Год назад
excellent !. THanks
@raja.57
@raja.57 3 дня назад
Amazing, i really enjoyed it
@0SIGMA
@0SIGMA 2 года назад
I had forgotten this but thanks sir!!!!!
@HARSHRAJ-2023
@HARSHRAJ-2023 2 года назад
Looks useful 👍🏻
@yashesh7264
@yashesh7264 2 года назад
great stuff sir we love you
@VARUNyoutube
@VARUNyoutube 2 года назад
What is the difference between TechNeuron FSDS cousre and FSDS bootcamp
@moinuddinkhan928
@moinuddinkhan928 2 года назад
I am from aligarh uttar pradesh......background commerce......I am seeing ur videos to learn data science.......i think am the only person from my city........right now seeing your python playlist.......and I want to become a data scientist......pray for me.......inspired by you and campus X........take care
@sriramasatya1393
@sriramasatya1393 7 месяцев назад
Sir.. Thank you very very much.. you explained the procedure so well!!
@muralikrishnapolipallivenk2572
@muralikrishnapolipallivenk2572 2 года назад
Hi Krish, great video, very good explanation, one question is how do we define the pipeline and predict if one of the columns is a text.
@Sanjay-xq5xr
@Sanjay-xq5xr 2 года назад
Eda
@bbagchi3771
@bbagchi3771 5 месяцев назад
Excellent video. Thanks for sharing.
@rohinik2223
@rohinik2223 2 года назад
Hi,thanks for sharing Can you share mlops with gcp videos plz Thanks
@rameshcheppali4353
@rameshcheppali4353 8 месяцев назад
This is one of the best video on Pipelines on you tube .Very Nice .Well Explained and content is very good.
@xygameming
@xygameming 11 месяцев назад
Really awesome sir your way of explanation . We loved it.🎉🎉🎉
@xendu-d9v
@xendu-d9v 2 года назад
thanks sir
@tejasaiyarlagadda644
@tejasaiyarlagadda644 2 года назад
Hi bro...please make video for datascience as fresher to create a resume pls....
@sirginirgin4808
@sirginirgin4808 Год назад
Many thanks. Kindly keep the hood work. I was following you for the last few years since you started your first videos by recommending data science books and channels ect... Yor proffisional videos are getting better and better. Many thanks again for your github link too.
@juancastillo5571
@juancastillo5571 5 месяцев назад
but you hadnt fit the colum pipeline.... why????
@siddhantkohli5063
@siddhantkohli5063 2 года назад
Sir what are your thoughts on IITM online bsc data science degree is it worth it ?
@kasoziabudusalaamu50
@kasoziabudusalaamu50 Год назад
thank you for sharing the knowledge. I have really learnt a lot.
@radhekrashna2148
@radhekrashna2148 Год назад
Thank you so much for very good quality content
@sivachaitanya6330
@sivachaitanya6330 2 года назад
Very late doing this video krish...
@harshitsingh715
@harshitsingh715 2 года назад
This is the best video I have gonna through for this topic sir, please create it with tensorflow for deep learning
@Pune_Tithe_Kay_Une
@Pune_Tithe_Kay_Une 2 года назад
First view biggest fan machine learning
@vargabghosh5497
@vargabghosh5497 Год назад
your videos make things easy
@saifuddinlokhand5769
@saifuddinlokhand5769 2 года назад
Useful Concept with proper explanation
@omkarbelpatre5
@omkarbelpatre5 2 года назад
sir apne bola tha data analytics roadmap ki video Dalunga sir ?
@bivasbisht1244
@bivasbisht1244 2 года назад
amazing
@dsdjiitian
@dsdjiitian 2 года назад
Thank you sir for this amazing video on pipeline it really helped me in understanding the concept of pipelines 🙏
@Xnshau
@Xnshau 2 года назад
Thank you Krish 👍 nicely explained
@sandipansarkar9211
@sandipansarkar9211 2 года назад
finished watching
@sandipansarkar9211
@sandipansarkar9211 2 года назад
finished coding
@lakshmiv5745
@lakshmiv5745 Год назад
explain pipeline for embedded system example and types and real life application. What uses
@PM-cs6jq
@PM-cs6jq 2 года назад
thank you Krish. Such an awesome teacher you are! Makes learning so much more fun!
@ajaykushwaha4233
@ajaykushwaha4233 2 года назад
Hi Krish, is it compulsory to write program using pipe line ?
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