Machine Learning Development Life Cycle | MLDLC in Data Science
ฝัง
- เผยแพร่เมื่อ 5 มิ.ย. 2024
- Machine learning has given computer systems the ability to automatically learn without being explicitly programmed. But how does a machine learning system work? So, it can be described using the life cycle of machine learning. Machine learning life cycle is a cyclic process to build an efficient machine learning project. The main purpose of the life cycle is to find a solution to the problem or project.
The machine learning life cycle involves seven major steps, which are given below:
1. Gathering Data
2. Data preparation
3. Data Wrangling
4. Analise Data
5. Train the model
6. Test the model
7. Deployment
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⌚Time Stamps⌚
00:00 - Intro
01:02 - Background of the Topic
01:40 - What is Software Development Life Cycle
04:40 - Framing the problem
06:00 - Gathering the Data
08:32 - Data Pre-Processing
10:25 - EDA
13:20 - Feature Engineering and Selection
15:43 - Model Training, Evaluation and Selection+
19:23 - Model Deployment
21:23 - Beta Testing
22:45 - Optimizing the Model
I have to say, you crush all those people who charge more than 25K to 30K for the content you are providing for free and even with at par explanation if not better. BUT THE BEST.
I got selected as intern & going to work on ML models. I arranged paid courses of gfg & udemy from my frnds .. I completed watching 9 videos of this playlist , the way u explains trust me i quit watching those paid courses.
u made machine learning easy as well as intresting .
Thank u so much 💞
yaha m specialization ke liye college ko 1 lakh + paise de raha hu 3 saal se kuch nhi padhaya jitna 8 din m seekh liya ml m thanks you so much bhaiya for playlist and i surely checkout your deep learning for 100 days playlist by the way your project playlist is awesome i create one end to end project by the help of your video . you are doing great 😊😊😇
Us bro us
😂 me bhi hI bhai tumhare me se 1 @@harshsingh7842
Yaar seriously. Aapko bhagwaan bohot zyada khushiya dein .
Dhanyavaad for such coherent explanation of things.
Great job! I hope this gets more views. People watch meaningless things and but this one they are not watching!
Gem ! Every video is a gem ! Thank-you Nitish !
No words to praise again!🙏🙏. Agar aise coach India me bachpan se milte hame , to kaha se kaha hote hum aaj! I am huge fan of Nitish sir & campus X.
I started coding 2 months ago, and now I am loving every bit of it. Thank you Teacher
This kind of clarity must be given to all the data science aspirants. Many people dont have clarity but just have the interest. They try to get a job in data science field but they give up easily because they get scared by seeing all those topics. This video shows the clear roadmap of any data science job. Great work
You helped me understand the bigger picture and and covered almost every keyword that I have been listening. Also l, you demolished any apprehensions one has with things like feature engineering, hyperparameter tuning, ensemble learning. This was amazing! Hands down!!!
Glad it helped!
Beautifully explained as usual, a big fan of your teaching style !!
Nitish big fan you are work, knowledge :) thank you for this... keep doing this great work!! and surely someday your channel will be the top most subscribed channel of this space !!
This is the video that all i need..thank you sir your explanation is totally amezing 😀
outstanding teaching sir
You have done an outstanding job as those who are belongs to different backgrounds can easily relate to the concept of machine learning.
Thank you..
Why are you so good yet underrated bro
Awesome explain!!!!!!!!!!
With much detailed and indepth explanation, gonna rembember this for my lifetime thanks Sir.
Kal presentation hai ml lifecycle pe aur aap ke vedio poora doubt clear kardiya hai
Thank you brother ❣️
Its great for a beginer concepts must be cleared before starting
Simply u r the best .. God Bless u .. Your way of teahing is what to say ? seriously NEXT LEVEL .. Love u ❤
VERY INFORMATIVE FOR DATA SCIENCE.....AWESOME...SIR
sahi Guru ka milna achhe kismat ki baat hoti hai...🎉🎉
Great teaching manner sir❤
Here, 2: 25 A.M. at night.🌃
I don't wanna sleep because I'm enjoying this Machine Learning Journey with taking Notes 📝.
Thanks a Lot for creating this Playlist 😌🙏🙇💕
🥱🥱🥱
hey Dear, can I get the notes? please
@@MuhammadJunaid-yr8jd drive.google.com/file/d/1MENZBaet8y7PHjLbn8NpwitUZpIOFpCd/view
@@MuhammadJunaid-yr8jd This is 100 Days of ML complete Notes.
Thanks so much for all the help
Jin parents ne aapko janma , unko pranam 🙏🌸
Woooooooooooooooooooowwwww.. Just Wow!! Apka Bhut Bhut Abhaar (Gratitude)
This is an awesome course. Explanations are very lucid.
Sir , your explanation is literally remarkable.
finished watching
Thank you soo much Nitish for creating this Awesome Playlist, finally, I found a great Teacher on TH-cam, and I really want to say that I have completed 9 videos till now and am very excited to watch and learn all the 100 videos, I want to tell you that your way of explanation is beautiful I am able to understand each and every point very clearly Thank you soo much for this effort.Your videos will definitely help me a lot to understand Data Science and Machine Learning. Greatful🙂
Have u completed machine learning, if yes then can u pls share with me the road map and resources?
SirG u made my life,hats of ur effort❤️❤️❤️
Thank you bro
This is quite helpful
You’re best dada💯keep posting such a high quality content
Thank you so much sir
Thank you sir for your Social service
Thankyou so much Sir
Super dada maza aa gya
awesome
Thanks sir
Please make video Geometric Deep Learning also
Thanks
thanks
Hello Sir, XGBoost is not included in playlist, could you please make a video on XGBoost ?
Amazing
Sir , decode the youtube algorithms.....Why Campus X is most under-rated channel.......need to blast❤️🔥❤️🔥
your mind soo creative sir my not explain in wordwords or sentences
ALERT🔴 ITS A ADDICTED MACHINE LEARNING SERIES
🙏
Sir can you provide me any books/ resources for revision and getting a rigid knowledge about ML
Take Love Dada
If I practice all this play list, how much experience I can show in my resume?
♡
All of my friends all. I just tell you that you are the Best
🙌🙌👌👌👌👌👌😉
Sir I need your notes , so please do provide if you have any, please
SIR if possible plz share the written window onre notes
day1:date:9/1/2024
Follow the TH-cam collage you will not get any certificate but you can gain lot's of knowledge.
How much python is needed for ml ??
done
Day 9; 23.04.2023
Lakh rupiya ka course h
Thank you sir
Thanks