Challenges in Machine Learning | Problems in Machine Learning

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Machine Learning or ML is one of the most successful applications of Artificial intelligence which provides systems with automated learning without being constantly programmed. It has acquired a ton of noticeable quality lately due to its capacity to be applied across scores of ventures to tackle complex issues quickly and effectively. From Digital assistants that play your music to the products being recommended based on prior search, Machine Learning has taken over many aspects of our life. It is a skill in high demand as companies require software that can grasp data and provide accurate results. The core objective is to obtain optimal functions with less confusion. But in this field, there are also many challenges and difficulties from development to production stages.

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#100DaysOfMachineLearning #MachineLearningFullCourse #MachineLearningInHindi

⌚Time Stamps⌚

00:00 - Intro
00:50 - Data Collection
02:22 - Insufficient Data
06:10 - Non Representative Data
09:19 - Poor Quality Data
10:32 - Irrelevant Features
13:05 - Overfitting
15:39 - Underfitting
16:33 - Software Integration
19:20 - Offline Learning/Deployment
20:45 - Cost Involved
23:20 - Outro
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It's very difficult to wait for 100 days, this videos are so addictive that should be 100 hours of ML.

queser-nk
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I would like to add one more challenge for Machine Learning which is 'Technical Debt'. It is a famous term that coins negative environmental issues due to Machine Learning, model training, and so on. Tons of people and organizations are training the ML model by processing days and nights this can negatively affect the environment which is proven in a research paper called 'Technical Debt'.

Other than that, I have watched your many videos and They all are super amazing. I found it very helpful even after graduating from the Artificial Intelligence program.

abhipatel
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Sir, You are Legend on ML.
I'm learning ML on best way from you.
& that Koili 🐦 sound are too peaceful ☺✨ 😍😍😊.

ananda.
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Sir, u r the best 🌟🌟 .. I just wanted to thank u so much for everything you have done for all of us..💝✨

aishwarya_karwal
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ap jaisay teacher bohot hi kaam hotay hain .bohot hi acha samja tay ho

zkhan
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No other course can beat you in knowledge and explaination.

SK-xvqr
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Course Started : ML
Lecture-01: 14/08/2024
Lecture-02: 14/08/2024
Lecture-03: 14/08/2024
Lecture-04: 14/08/2024
Lecture-05: 14/08/2024
Lecture-06: 15/08/2024
Lecture-07: 15/08/2024

fit_tubes_
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Sir....
Pehele kyon nahi mile aap....
Ab jake kuch sahi me padh raha hun sir, our chijen dhyan me aa rahi
Thank you so much...😌🙏

bhushanthakur
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sir you are very honest in your teaching, thank you a lot for providing this very useful video playlist for free.

wrenchfusion
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Whenever I come to your channel I always learn something NEW

Tech_Charla
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Im learning from Ineuron, de taught well and learnt the basic from dem but after seeing ur video which aint dat lengthy nd to d point, its helping me to retain some of the concept that I forgot over a period of time..Tnx for dis playlist..Im watching it straight nd will try to finish it within 4-5 days..After dat will start watching ur DeepLearning playlist

fatips
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I am very excited watch this vedio in 2024, thanks sir time, i request ki or vi bahut sari vedio ap bano or kuch project se releted vi

Softweb-cibf
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Sir also upload video on how to create dataset. What precautions we should take while creating it.

shitaldharrao
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bro you are seriously the most underrated youtuber

HemasriKottapalli-mj
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great video, great knowledge and obviously a great teacher

delusional_being
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In the comment I can see many of you want a Note for these lectures so, for the notes follow this book
Hands On Machine Learning with Scikit Learn and TensorFlow By O'Reilly

dikshantsingh
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i thought krish naik and campus x are same guy🤣

AbhishekKhursange-fe
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Sir thank you so much for this ML series

dhrumilkhoot
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Will u cover deployement a model and buidling end to end project ?

bitrish
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How can I get access to your notes..? May be one note which you are using fro explaining 🙂

gawaderajesh