- Видео 21
- Просмотров 18 179
Mastering ML with Sreemanti
Индия
Добавлен 28 окт 2023
Hey! I'm Sreemanti and I'm currently working as an ML engineer. I graduated from IIT Delhi with a B.Tech. in CSE with a GPA of 9.744. I'm here to teach all about ML and AI and everything you need to get hired. I teach all the hardcore concepts and hands-on coding for everything.
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Want to learn about ML and AI? Subscribe and hit the bell icon to get notified when I upload new videos!
Basics of Machine Learning 3 - Binary Classification EXPLAINED tutorial + Interview problems
This video breaks down classification in great detail and talks about all the maths behind classification. It is a tutorial tailored for beginners and It will clear every doubt you ever had in classification. This will set your grassroots of ML perfectly. It has popular ML interview problems as well for machine learning internship and placement.
Do check out log likelihood video before this - ruclips.net/video/mslOLxpwHeY/видео.html
Please like, subscribe and drop your questions in comments!
Do check out log likelihood video before this - ruclips.net/video/mslOLxpwHeY/видео.html
Please like, subscribe and drop your questions in comments!
Просмотров: 367
Видео
Basics of Machine Learning 2 - Multiple Linear Regression EXPLAINED tutorial + Interview problems
Просмотров 37616 часов назад
This video breaks down multiple linear regression in great detail and talks about all the maths behind regression. It is a tutorial tailored for beginners and It will clear every doubt you ever had in regression. This will set your grassroots of ML perfectly. It has popular ML interview problems as well for machine learning internship and placement. Do check out simple linear regression video b...
Machine Learning and Data Science Interview problems - Part 4 bias-variance regression tutorial
Просмотров 23614 дней назад
This video discusses a very popular interview problem on bias-variance tradeoff in regression. It is important for internship and job preparation and also for college courses and GATE exam. Are you preparing for a machine learning (ml) or data science (ds) interview? Fear not! I've got you covered. This video covers an essential interview questions and answers on regression, which is an extreme...
Machine Learning and Data Science Interview problems - Part 3 regression score explained tutorial
Просмотров 18214 дней назад
This video discusses a very popular interview problem on learning rate in regression. It is important for internship and job preparation and also for college courses and GATE exam. Are you preparing for a machine learning (ml) or data science (ds) interview? Fear not! I've got you covered. This video covers an essential interview questions and answers on regression, which is an extremely import...
Machine Learning and Data Science Interview problems - Part 2 Learning rate details in regression
Просмотров 13814 дней назад
This video discusses a very popular interview problem on learning rate in regression. It is important for internship and job preparation and also for college courses and GATE exam. Are you preparing for a machine learning (ml) or data science (ds) interview? Fear not! I've got you covered. This video covers an essential interview questions and answers on regression, which is an extremely import...
Matplotlib tutorial - clearly explained - basic ML project for resume, data analysis and interview
Просмотров 21314 дней назад
This video dives deep into the basics of matplotlib - this is an extremely important library that is used in ALMOST ALL Machine Learning algorithms and for DATA ANALYSIS and also for implementing ML algorithms for resume and interview. Thus understanding the basic functions of matplotlib is very very important for cracking ML interviews and solving assessment problems and interview problems per...
Pandas tutorial - clearly explained!! Basic for ML project for resume, data analysis and interview
Просмотров 14314 дней назад
This video dives deep into the basics of pandas - this is an extremely important library that is used in ALMOST ALL Machine Learning algorithms and for DATA ANALYSIS and also for implementing ML algorithms for resume and interview. Thus understanding the basic functions of pandas is very very important for cracking ML interviews and solving assessment problems and interview problems perfectly. ...
Numpy tutorial - clearly explained!! Basic for ML project for resume and data analysis and interview
Просмотров 25014 дней назад
This video dives deep into the basics of numpy - this is an extremely important library that is used in ALMOST ALL Machine Learning algorithms and for DATA ANALYSIS and also for implementing ML algorithms for resume and interview. Thus understanding the basic functions of numpy is very very important for cracking ML interviews and solving assessment problems and interview problems perfectly. Th...
Machine Learning and Data Science Interview problems - Part 1 regression clearly explained tutorial
Просмотров 60221 день назад
Are you preparing for a machine learning (ml) or data science (ds) interview? Fear not! I've got you covered. This video covers 5 out of 35 total interview questions and answers on regression, which is an extremely important topic for internship and placement interview preparation. If you can answer all these questions, confidently you can crack any interview!! All the best!! If you find a bit ...
Basics of numpy,pandas,matplotlib for ML data analysis, project, resume - SIMPLE EXPLAINED tutorial
Просмотров 857Месяц назад
This video dives deep into the basics of numpy, pandas, matplotlib - these are the 3 main libraries that are used in ALMOST ALL ML algorithms and for DATA ANALYSIS and also for implementing ML algorithms for resume. Thus understanding the basic functions of them are very very important for cracking ML interviews and solving assessment problems and interview problems perfectly. The dataset used ...
HOW to STAY MOTIVATED AND FOCUSED and NEVER GIVE UP - motivational quotes
Просмотров 376Месяц назад
Since the internship and placement seasons are going on in colleges, I wanted to check in on everyone and make sure that you are studying and trying your absolute BEST. It's VERY IMPORTANT to stay motivated at your work till the end and I hope this video will instill confidence in you. I show a curve that is very relevant and that shows why people actually give up so early but it's SOMETHING WE...
Learn likelihood in 10 min - IMPORTANT metric for ML problems - clearly explained tutorial
Просмотров 1 тыс.Месяц назад
This log likelihood will form the basics for all subsequent Machine learning problems - I have explained in DETAIL this metric which is used for solving classification and regression and Naive Bayes algorithms. THIS IS THE ABSOLUTE BASIC OF MACHINE LEARNING. Please understand this thoroughly and then many things will become clear - Write your questions and thoughts in comments! Stay tuned for n...
Easiest way to USE Jupyter Notebook for BOTH MacOS and Windows FOR MACHINE LEARNING FROM SCRATCH
Просмотров 361Месяц назад
This video describes how to download and use Jupyter Notebook for BOTH MacOS and Windows just UNDER 2 MIN for machine learning projects. (Timer included) with explanation of each and every step in detail. It also includes installation of python on Windows and MACOS step by step and details everything FROM SCRATCH
GREAT ML project FOR RESUME - Implementing linear regression using STANDARD LIBRARY (scikit-learn)
Просмотров 672Месяц назад
GREAT ML project FOR RESUME - Implementing linear regression using STANDARD LIBRARY (scikit-learn)
GREAT ML project FOR RESUME - Implementing Linear Regression FROM SCRATCH using ONLY PYTHON
Просмотров 1,3 тыс.Месяц назад
GREAT ML project FOR RESUME - Implementing Linear Regression FROM SCRATCH using ONLY PYTHON
Basics of Machine Learning 1 - Simple Linear Regression EXPLAINED tutorial + Interview problems
Просмотров 3 тыс.Месяц назад
Basics of Machine Learning 1 - Simple Linear Regression EXPLAINED tutorial Interview problems
Preparation and Resume for Google STEP Internship
Просмотров 5 тыс.Месяц назад
Preparation and Resume for Google STEP Internship
Can first year students also apply for it,if they know the intermediate level of DSA.
@@NamanKumar008 yes of course
is the internship only for girls and people with disabilities
See, they don't mention it anywhere but in my year, it was majorly girls who got selected but after that, Google has replaced their diversity hiring team so it's best to apply and prepare. Even if you don't get selected here, you can apply to many opportunities on LinkedIn, I keep sharing as many as I come across.
i know dsa , frontend technologies ( not backend and database yet) , i dont have any internship exp ( im in 3rd sem) , i have a few projects and have won a hackathon too..............whats the probability of shortlisting
@MystryVerse-qm5sv hey sounds good but don't worry so much. Keep practicing dsa and ml and even if you don't make it to the shortlists, since it depends on a huge number of internal factors, I keep posting opportunities on my LinkedIn, you can keep a tab there and apply to as many as possible.
@sreemantidey can you share your linkedin id
the registration is now open what is the last date to apply tho?
Probably around end of December/beginning of January. But don't wait, apply asap!!
@@sreemantidey what projects would count?
Yor are the best, we need more vids like this
Data Science and AI student from IIT Guwahati.I Know DSA and ML , DL etc etc and Building some amazing end to end project with deployment. Will it be enough?
Should be good enough but don't lose hope in case you don't get selected! They often consider many many factors that nobody knows about, but this knowledge you can use to apply to as many companies as possible. I cover many opportunities on my Linkedin, keep a tab there and apply! All the best!
I am in 8 th semester Can i apply
Hey if you check out my video, it's for 1st and 2nd year students! But i keep posting great opportunities on my Linkedin, you can keep a tab there and apply to as many as possible!! www.linkedin.com/in/sreemanti-dey-b3487b208/
Also are 3 page resume accepted? isnt it said by most people that resume should be one pager only?
Yes one pager should be better, manage spacing and all, it was my 2nd year and I didn't have much guidance during the time so I used this resume and got selected so maybe 3 pages or 2 or 1 page doesn't matter much. But better to include all the sections
Hello, i know they havent said that this is for female applicants only, but could you please tell what is reality, i mean they can accept applications, but do they accept only female candidates>?
Well, in my year, it was mostly girls who got into the step internship but I've heard last year the Google diversity hiring team got replaced so I think this time there might be more male candidates who get this internship. But again I'm not sure so always it's better to apply and prepare at your utmost.
Great video. Keep making these looking forward to learn more complex models and techniques with theory and practical implementation
Thanks!!! Also, if you haven't checked out, multiple linear regression ruclips.net/video/_ctvTfqtX9c/видео.html and classification ruclips.net/video/7owOKKgT0ak/видео.html are out!!
sreemanti bag ki tumi
hey i'm sreemanti dey
@sreemantidey acha bujalm. Dhonnobad
I am currently in second year and have mostly made my path in ML and will be applying for STEP . But for STEP the role is for SDE , can having ML in my resume will be a disadvantage ? how can i improve it for better chances of selection from now . I would like to get in contact with you either by linkedin or other medium , as it would be really helpful in current situation .
sure, i'll answer your queries, don't worry. ML in your resume will help definitely!!! Learn and practise coding now since first there will be OA after resume shortlisting, you would want to get as high score as possible!!!
Can electrical students also apply?
@ruchikajha1560 yes any branch can get step internship
Can u please say your salary so i cab decide 🙂
Hey, i'm sorry but we can't reveal our salary. it's NDA. But it's good enough
And do u think i should become a full stack developer instead of ml eng if i am not much interested in maths ?
Hey it's upto you. But ML will be needed in almost all jobs very soon, so i would suggest understanding ML algorithms derivations and maths is really important for job. Also, basic maths is good enough for understanding ML. I cover all maths we need in detail for each ML algo, did you get stuck somewhere or didn't understand anything here? I can help.
How much is Your salary please say 🥺
Hey, i'm sorry but we can't reveal our salary. it's NDA. But it's good enough
What is your lpa please answer 🙏🏻
Hey, i'm sorry but we can't reveal our salary. it's NDA. But it's good enough
Mam i currently in sem 3 at nit bhopal ece.. I know dsa upto bst but I don't have dev skill only upto css I know.. Should you syggest
Web dev projects would be good, plus a little basics of ML.
Mam plz share project idea
Sure, I've covered some ML projects in ruclips.net/video/Ho7WQBMQ038/видео.html and ruclips.net/video/bNXd8nlP8jI/видео.html
Glad to see you in better of health ma'am. As always an amazing lecture on mathematical insights about classification. Looking forward to more such amazing problems and concepts
Thanks! I'll definitely bring more videos very soon!!!! Stay tuned!!!
Else please use notePad and Laptop screen to write
Okay let me see what I can do!
Hey listen that boards looks too small Kindly have big board
Okay I'll try to use a bigger board next time. Thanks for the feedback!
we need a bootcamp from you
Sure, I'll do one soon!!!
your videos gave gist of each of the python libraries that will be helpful for ML, thanks!
@@hemanthdev8882 thanks!!
Hello Sreemanti, Can you please make videos on Machine Learning internships ?
@@AnimalsOfLove sure I'll do one on this soon.
Hello miss sreemanti , I am junior backend developer non-cs grad wish to switch in as ML/AI engineer, do I need to learn complete maths to break in into entry level jobs ( 8-10 LPA) or having understanding of python nd other libraries like working with pytorch, openCV , etc will work , looking to transition within 3-4months, what's your thought on this
@kshitijtakarkhede7833 hey if you are trying for ml internship or ml entry level jobs, you'll need a complete understanding of maths and derivations and python implementations with libraries. In OA, they might not ask anything math based but in interviews they'll definitely ask. Hope this helps!
@@sreemantidey what would be good resource to study complete maths for ML/AI , stanford or other university courses are pretty huge , diidnt understand how much depth I really require to go thats enough for job , I just wish to learn good enough for job , any such course recommendation from your side would be really helpful , looking forward for your response, thanks for your wonderful videos .
Hey sure, I mostly follow stanford lectures if i have any doubt about any topic but i'm not exactly aware of resources online that explain all the maths in detail. That is one of the reasons why I started my yt channel. I'll upload more videos very soon, please stay tuned!
can u cover why logistic regression is called regression and not classification
@@Aditya_katole02 sure I've got quite a lot of such interview problems and I'll cover them soon in upcoming videos!
Day-9 here ! Keep doing it !
Sure! Thanks! All the best!
Nice Can u make a roadmap that i must follow to get into ml as a beginner(being a tier 3 student of it 2nd yr) ,how should i cover these topics and their programming approach
@@paritoshbahuguna9492 sure I'll make a road map video soon
Can u make interview questions with answers in youtube shorts daily ?
@sreasta2023 sure let me see what I can do, often covering everything in shorts gets difficult that's why I make long videos.
@@sreasta2023 Did you check out my interview questions playlist? ruclips.net/p/PL49M3zg4eCvhiLM2LVHzK6mRj4vRw2eoc&si=RWf33IbIP89eIrr9
@@sreemantidey sry today only I have started following u . Try to make more interview questions
Sure, i do have a lot of questions, I'll make videos very soon.
Could you please tell me from where can I learn MLOps. I googled so much but didn't find any good resources
@MehulKumar-xw9rx Hey I'll be making MLOps video very soon. Please stay tuned!!
Explanation is good. 👏👏 Can you add more interview questions?
@@Maddyy876 sure more coming soon, did you check out part 1 and part 2?
Here's part 1 ruclips.net/video/wjkVc_EmjBw/видео.html and part 2 ruclips.net/video/mRyokr0hrt4/видео.html
day-8 here!! ...this video makes it very clearly (specially the image in case of the higher learning rate) that learning rate determines how big a step the algorithm takes with each iteration toward minimizing loss function ...but how do we decide to choose perfect learning rate?
@MirchVision hey since learning rate is a hyperparameter, the way to get the perfect learning rate is by trial and error over a range of learning rates. Start with 1e-5 and go till 0.1 and check which one suits your data
Didi numpy e reshape function er kaaj ta ektu bolben apni ota linear regression er video ta e use korechilen.
Hey did you check out my numpy tutorial video - ruclips.net/video/bL9HQVk0yek/видео.html ? I've covered all the major functions of numpy there, including reshape in great detail.
@ oh ok I think i missed it
Thank You Mam , i have one doubt in interview do they ask us write the code of ML algo implementation using only python from scratch or can we import from scikitlearn ..
They'll mention it but if they don't, then better to implement from scratch. Ask the interviewer too what they mean - it'll show your interest and will act as positive points
Didi scikit learn niye akta tutorial deben please😅
Hey sure, i'll make one more detailed tutorial soon - but i've covered basic implementation using scikit-learn here ruclips.net/video/bNXd8nlP8jI/видео.html
@ thank you
we want more in detail tutorial
Can you elaborate? Like which functions?
keep going 😇
Sure, thanks!
please cover all the dataframe operations which are commonly asked in data science interviews. Also if possible make a video on commonly asked python questions and programs asked in data science interviews. That will really streamline our preparation .Thanks in advance!
Okay sure, I'll make a video on this soon! Thanks for the feedback!
Hey, i would highly suggest improving your RUclips setup,
@@aakashyadav1589 can you elaborate? If you mean the board angle, I've changed that in my recent videos - ruclips.net/video/mslOLxpwHeY/видео.html
@sreemantidey maybe a pad would be better option rather than board
I see, I feel board would connect with people more since it's old school. Let me see what I can do in future videos.
When will you upload more supervised algorithm( SVM, Decision tree.......) your videos are good but you need to go more in-depth about algo.
Thanks, I'll be uploading them very soon. Have you checked out my explanation about other algos - ruclips.net/video/yuaz5RSnWjE/видео.html and ruclips.net/video/mslOLxpwHeY/видео.html I think they are in depth explanation. Please let me know if you have any doubts
@sreemantidey Yep Already I do all your youtube videos.