Project 1: End To End Python ML Project (Complete)| Machine Learning Tutorials Using Python In Hindi
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- Опубликовано: 29 сен 2024
- This machine learning project using python in Hindi is created to give you a complete understanding on how machine learning problems are tackled in real world scenarios. Download the Jupyter notebook, data and code from links below.
We will understand the problem of a real estate company from its CEO and then apply ML to solve it. I have tried to make this video interactive and interesting by adding cartoon characters/animations. In this project I will be walking you through analyzing the problem from collecting data, importing it to a Jupyter notebook, looking for promising attributes, finding out correlations, plotting graphs, creating a pipeline, dealing with missing values and much more. At the end we present the problem to the real estates company who will use the model for predicting house prices given a set of features. I will teach you how concepts like cross validation, train-test splitting, stratified shuffle split, cross validation and sampling work in action. Indeed a very long video but packed with my years of learning!
►Source Code, Data & Jupyter Notebook: codewithharry.c...
►This video is a part of my Machine Learning Using Python Playlist- • Machine Learning Tutor...
►Click here to subscribe - / @codewithharry
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I hope you will learn a lot after watching this project and this video will be worth the efforts.
Is project video ke baad kis tarah ka Machine learning project chahiye?
Also I will be uploading short & quick ML videos on my english channel ProgrammingWithHarry - ruclips.net/channel/UC7btqG2Ww0_2LwuQxpvo2HQ
Hit the bell icon there to get notified!
Sir your videos are really very helpful. Please make a video on how to use machine learning in apps
Bro i am also a ML student. You are the best bro. Can you plz tell us from where you learn all these thing. And also are you still student ??
Create a project regarding Stock market nse
Yes bro aur projects chahiye
Thankyou
Project on finance
TimeStamp⌚
0:00:00 Intro
0:02:44 Problem Explanation
0:15:39 Setting up before coding (install Jupyter Notebook, VS Code, Python)
0:19:50 Updating installed modules
0:25:17 Opening Jupyter Notebook
0:29:32 Starts Coding (Markdown in JN)
0:30:55 Downloading Dataset
0:31:55 Opening & Reading Dataset
0:38:37 Starts Coding (import pandas)
0:38:52 Analysing Dataset
0:45:12 Describe() function
0:48:56 Plotting Graphs (import matplotlib)
0:52:53 Explainsion of Train-Test Spliting Dataset
0:56:04 Train-Test Spliting (using function)
1:03:44 Train-Test Spliting (using Scikit learn)
1:07:55 Stratified Shuffing Split
1:18:40 Corelation Function
1:23:06 Plotting graph (using Pandas)
1:31:26 Trying out Attribute Combinations
1:36:20 Missing Values
1:46:46 Imputer
1:56:31 Scikit Learn Theory
2:03:30 Pipeline
2:16:55 Selecting a ML model for prediction
2:27:48 Evaluating Model
2:34:25 Better evaluation - Cross Validation
2:48:10 Saving Model (using joblib)
2:50:14 Testing Model on Test set
2:57:59 Using ML Model
3:04:11 Outro
This comment is very useful 👍
@@toonani7529 Thank you so much bhai❤️ may god bless you🙏🏼
Saved my 40 minutes. Thanks man.
great bhai
bro you might have spent a lot of time on this but you have also saved a lot of our time, thank you
Myself Dipak Apate. I watch your videos. And all videos are excellent. I want to learn more on Machine learning using Python
Sir wonderful. project,
I completed the video in two days.I learnt a lot of new things about ML and their respective projects.
Thanku sir for sharing this project with us ♥️
Can you please share the csv file?
You never disappoint us
This vedio tutorial is just next level
VERY INTERESTING VIDEO NASIR KOLKATA
your source code on the link shows 404. please check your project is excellent , the way you explain i love it.
interesting way to teach :)
bhai bohat comment kiye h tu plz ml ka new course updated course with ai involvement ki sath upload kr dy ap
THANK U
Legendary video!❤️
ADVISE: Bring a project that recognises people if we give a picture by ML.
Harry bhai, not able to download jupyter notebook code...
harry bhai.. can you please provide link of data set used
or Direct downloading link
Excellent job br! You deserve a million subs for this tremendous hardwork.
you are best teacher
so please make more project video in 2020
CLOSE
hogye bruh
1.1M now
aapki dua kam kr gayi aaj 2M subscribers he🎊🎉🎉🎊
Name : Pushpal Roy
From Tarakeswar Kolkata
I want To Become Freelancer In Python and want To make money for my own family and my education 😊 thank you sir 🙏🏻
Bhai freelance ka project Kahan sai milta hai?
@@ancientworldmysteries fiverr up works etc. Par
@@ancientworldmysteries bhii ye kisi group mai join hoga jo phle se hi freelancer pr work ker rhe hoge
These things are tough to find for free..You really deserve applaud...I have seen paid stuffs but they have also not explained as you are doing ....Keep it up ...We need legends like you...From my experience till now, I can keep you in top 3 in the world for teaching programming on youtube
do you have that jupyter notebook with the followed dataset?
@@nikitajakhar4491 it is linear regression since logistic regression involves regression + classification that is the result of the prediction will be one of the provided labels itself whereas simple regression model simply predicts a numeric value which can be any value like here from the given features we have to predict the price of the house
@@nikitajakhar4491 it's linear regression...in logistical regression it just says yes or no, above or below,1 or 0, high or low....
Project code show 404 error. Code kahn sy milley ga?
Name: bilal
Location: Singapore
Company: Dragon Real Estate
Bro 2-3 more videos like this, I will pay the applaud, I promise.
Why
@@ytg6663 because he is explaining things really well, till the advance level
@@GautamKumar-dz1dp so did you get job in machine learning ?
@@ytg6663 no I am in 3rd year of my B Tech course and I am sure I am going in ML feild.
@@GautamKumar-dz1dp which College you doing btech
started working on this project out of curiosity(using this video) 3 years ago but left incomplete, but now i need it, i want to complete it(starting from the start), i bet i will do it by tomorrow,
i'll update to myself tomorrow below⬇
edit : done finally
Hii can anyone tell me or send me source code?
Dear bro , the link to this source code is not working . the page is not available error msg is coming . plz put the source code for this above project . i need is badly . plz help .
Name Ashwith
Place Bangalore/Mangalore
Want to apply ML models in Animation industry.
Amazing so many things just in one video...keep making such videos on different datasets it will be really helpful for freshers like us who are expecting a future in data science. Good work keep it up and all the best!!
I did many online courses for ML but the way u explained things and covered each topic from the core is just brilliant. For the first time I never had doubts or cross questions because you covered everything from scratch. I must say u r the best in this business. 👍🏻👍🏻
hello sir send Source Code, Data & Jupyter Notebook
Thanks, Sir... Very Nice Tricks to Handle Excel files...
The source code is not available. It is showing 404 error
Yes it's not available what to do now
We need more videos on ML and DL..
Plz make the videos on this..
sir Source Code, Data & Jupyter Notebook is not available ...
bhaiya ur jupyter notebook is not accesible now?
is there anything u can do regarding this
name: sandeep singh
location: gwalior mp
Your stories are so funny and cute. You bring smile to my face whenever I listen to your sessions.
Hello Harry Sir ,
Thank you so much for such a detailed and amazing project .
The link of the Code and jupyter notebook you have shared in the description is not working .
Can you please help with this .
Name: Vaibhav
Location: Delhi
You explained literally everything amazingly well.
I hope to see more videos on XG Boost, CATBoost and ADABoost
@@keerthikonduru3917 yes!
Harry sir this was amazing. this was surely the best video on machine learning by anyone.I am a class 8 student and I just loved your machine learning playlist and this amazing . after doing this I feel very happy and confident.thank you sir
Sir I want to explain to you about my problems . how can I do it
Have you got the source code??
Hi Harry,
I was a great experience going through this video , Can you share the same end to end video for classification and clustering problem. That would be really helpful and appreciated :)
sir if u r able to download the code please send me
Can I use this project as my file year project
notebook wale link pr toh notebook hai hi nhi
saari mehnat bekar🤔
Name: Anyx Yadav
From: Stockholm, Sweden
I learn python from your python for absolute beginners....
It's the best tutorial in the RUclips to learn python..
Thankyou so much Harry Bhai...🤗🤗
Right bhai
Harry bhai data file is missing from your website
Error in line 3
***shuffled = np.random.permutation(len(data))
IndentationError: expected an indented block***
import numpy as np
def split_train_test(data, test_ratio):
shuffled = np.random.permutation(len(data))
test_set_size = int(len(data) * test_ratio)
test_indices = shuffled[:test_set_size]
train_indices = shuffled[test_set_size:]
retrun data.iloc[train_indices], data.iloc[test_indices]
can you please share the link of the dataset please
Thank you very much, sir, for this very useful project on ML for learning purpose. whatever videos I have seen until now is mainly based on ML theory but honestly speaking from your video I have just learned how can I use the ML in practical purpose. Thank you very much once again. And I heartily requesting you for more videos on this type of simple and interesting ML project.
2:57:25 I was already doing this in visual studio code..and it took 6 hours In total to learn this project..thank you Harry brother❤️
can you please provide your vs code python notebook for reference
@Priyanshu Kumar can you tell if he has used linear regression or logistic regression ??
@@nikitajakhar4491 linear
Hey please provide the datasets link used by harry bhaiya in this video
18:50 for downloading visual code
20:05 update pip
21:50 if problem occur while upgrading pip
23:18 package needed
This code is not available now how to get this code?
Harry bhai you are best teacher for the programming. Maine apse bhot sare languages sikhe hain. Ab dusre RUclips channels sikhne man hi nahi hota❤❤
Name: Archana Singh
Location: Gorakhpur (Utter Pradesh)
Mai bhi Gorakhpur se Hu Gorakhnath Mandir ke pass 🙂
@@mohdshadab6670 wo shift ho gayi ab Nahi pategi 🙃
@@me-oniichan😂😂Are bhai zaroori patane ke liye he puch rha hu bs gkp ki hai to puch liya
@@me-oniichan tm bhi gkp se ho??
the video tutorial is the exact description of handsonml book chapter 2 onwards . Cleared a lot of concepts and provided clarity. great work harry bhai!
The o reilly one ?
@@mihirnatani4479 yes!
The dataset and code is not available. IF I click on link given on description amd try to download link then i am getting page not found error.Plz help if anyone could provide this code
I saw all the videos of ML playlist but when i tried to download notebook so it is giving me error 404.
Hi Harry, thank you for the tutorial. Would you mind sharing again the link to the source file you're using in this tutorial? I would love to try it on my own. Thanks.
I never watched such a great video in my entire life.
It comprises everything from a to z. (for a beginner )
Amazing job Harry. Really appreciated.
That moment : 02:46:23 . Happiness came from inside.
Bro interviewers asking which algorithm is used in your project can any one tell me about this
Source Code : github.com/itstechaj/Machine-learning-projects
Name:Tatva
Location: Ahmedabad
Harry sir ,it was excellent work and clear all doubts regarding this and also prepared me for ML project so now I have gotten confidence to try one project by myself without much worry,thanks a lot for that ,really appreciate your work
Thanks Harry bhai, love and respect from Pakistan
Unable to download solution code please update the link
Can't access the note book. 404 error. Could you fix this please?
@CodeWithHarry there is no downloadable file ..please fix the issue
Learnt more from your web sites than from any others. Very relaxed and easy to understand. Requst more such case studies like this one. Wish you the best. Imtiaz Khan, San Diego, CA
Hi Harry
This is the most awesome video related to Data Science I have ever seen. You covered everything and explained so clearly. Hats off to you !!🙌🏻
One suggestion so that your video can reach easily to beginners like me. Please add useful hashtags (like datascience etc etc) in the video description.
And can you please also cover AB testing, Bayesian Optimization in your video.
Thank you, Thanks alot for such wonderful videos.
Hi, Harry
I really enjoyed this video, it would be more helpful if you make ML project which contains at least 2-3 categorical data
Please also build NLP project. Your teaching style is so easy and interesting.
Thanks a lot.
Source Code is not downloading from website
It's saying page not found
Kindly help me with a doubt I got.
Amazing video. Thank You Harry!
So, towards the ending when you were describing about cross validation technique, you said "In cost function- the lower the better and for cross validation we find the utility and we need to maximize the utility i.e The MORE THE BETTER. So by utility did you mean "Score"? Because The Decision Tree Regressor gives the score as ( [ 3.89, 5.39,...4.11]) and The Random Forest Regressor gives us the core as ( [ 3.75, 5.71 , 5.02....3.77]). Clearly here the score of Decision Tree Regressor is more so why didn't you consider Decision Tree Regressor as the model.
Kindly help me clear my doubt.
Hope you'll read this comment and elaborate.
Thank you.
time stamp?
Hi Harry, the tutorial is extremely helpful for learning ML Basics. But I couldn't find the data source and jupyter notebook etc on the link you provided. Will you share the materials, data source and note for this tutorial? Many thanks.
@@yasaswininanda7719 did you find the dataset?
Hv you got??
Name : Nagesh
Location : Nagpur (Maharashtra)
Hello sir,
Aap is project ka interface banao na kese implement karte
Kyonki modal ko train kese karna hai oh samaj gaya lekin user use kis tarike se karega
Isaka interface kese connect karna hota hai please sir kariye
Bhai code files download nai ho rahi, 404 error dy raha download py click krnay k baad. Kindly solve this issue.
Thank You for the content. I just wanted to ask if you would produce a series in which you will make a full blown django project from design to deployment(not a beginner course), this would be very helpful for understanding the full flow of working with django.
Name : Mohammed Faisal
Location : Telangana , Hyderabad
THIS IS THE MOST GENUINE AND EASY ML TUTORIAL IVE EVER SEEN. LOVE♥
Sir,source code ni mil pa ra
please provide the code link or something so that we can go through it
this is the very first tutorial where everything is explained from practical point of view,i have found so far.your teaching style is amazing sir.hatsoff to your efforts,that too done for freeee.pure awesome.
I had also this plan.
Name: Shahina
Location : Hyderabad
Very practical video, Streamlined all the concepts in one video, not an easy task but you did it very well. Loved your "desi bhasha".
Not able to download ipynb code set. Harry, can you please share it?
Name: Anish Nama
Location: Pune
Hello Harry:
Thank you very much for the excellent explanation in simple language!
I enjoyed your video and followed all the steps while learning from it.
name : Rohit Tiwari
Location : Gonda UP
Same bro
Bhai NLP pe plz ek course banaiye😁,lots of love from patna, Bihar
Bhai source code and CSV. File is not available, it shows error
StratifiedSuffleSplit : 1:15:15
Correlation : 1:20:25
1:24:09
2:17:10
Plot twist 2:31:40
Hello sir, I'm Omkar Mundlik from Latur Maharashtra. I learnt complete android studio from your one shot video , Now focusing on learning ML. Your are best teacher I've ever seen sir. Thanks for providing such valuable content free of cost🥰
Hi..Im not getting the datasets from website ...it showing not found..can u plz share me the link to access it
Name: Pradeep Savalsa
Location: Mumbai, Maharashtra
bro mai aaa rha hu
is this project fit for my college(m.tech) mini project???
How can I download the data set, the link in the description is not working.
# c++ Gaming tutorial plz
full C++ Tutorial Plz sir
Thanks for explain machine learning projects my all doubts clear 😊
1:49:00 i am getting error , its showing , ValueError: Cannot use mean strategy with non-numeric data:
could not convert string to float: 'ZN' i tried everything , what should i do
try: df.replace() function
can someone give me this code if any have I can't able to find it on the given link
guys please anyone can clear if deployment is also done in the video??
the link you provided to download the code and data is not working
😟
Cannot find the code.When i click the link it says 404 not found
awesome video...thank you very much Harry
Sir the link that you gave for downloading the source code on your website is either expired or not working, please help me out
same