Exploratory Data Analysis (EDA) Using Python | Python Data Analysis | Python Training | Edureka
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- เผยแพร่เมื่อ 9 ก.ค. 2024
- 🔥Edureka Python Certification Training: www.edureka.co/data-science-p...
This Edureka video on the 'Exploratory Data Analysis Using Python' will help you understand how we can use Python to perform EDA for significant insights and data-driven conclusions.
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How it Works?
1. This is a 5 Week Instructor-led Online Course,40 hours of assignment and 20 hours of project work
2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.
3. At the end of the training, you will be working on a real-time project for which we will provide you a Grade and a Verifiable Certificate!
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About the course
Python has been one of the premier, flexible, and powerful open-source language that is easy to learn, easy to use, and has powerful libraries for data manipulation and analysis. For over a decade, Python has been used in scientific computing and highly quantitative domains such as finance, oil and gas, physics, and signal processing.
Edureka's Python Certification Training not only focuses on the fundamentals of Python, Statistics and Machine Learning but also helps one gain expertise in applied Data Science at scale using Python. The training is a step by step guide to Python and Data Science with extensive hands-on. The course is packed with several activity problems and assignments and scenarios that help you gain practical experience in addressing predictive modeling problems that would either require Machine Learning using Python. Starting from basics of Statistics such as mean, median and mode to exploring features such as Data Analysis, Regression, Classification, Clustering, Naive Bayes, Cross-Validation, Label Encoding, Random Forests, Decision Trees and Support Vector Machines with a supporting example and exercise help you get into the weeds.
Furthermore, you will be taught of Reinforcement Learning which in turn is an important aspect of Artificial Intelligence. You will be able to train your machine based on real-life scenarios using Machine Learning Algorithms.
Edureka’s Python course will also cover both basic and advanced concepts of Python like writing Python scripts, sequence and file operations in Python. You will use libraries like pandas, numpy, matplotlib, scikit, and master concepts like Python machine learning, scripts, and sequence.
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Why learn Python?
It's continued to be a favorite option for data scientists who use it for building and using Machine learning applications and other scientific computations. Python cuts development time in half with its simple to read syntax and easy compilation feature. Debugging programs is a breeze in Python with its built-in debugger.
It runs on Windows, Linux/Unix, Mac OS and has been ported to Java and .NET virtual machines. Python is free to use, even for commercial products, because of its OSI-approved open source license.
It has evolved as the most preferred Language for Data Analytics and the increasing search trends on python also indicates that it is the " Next Big Thing " and a must for Professionals in the Data Analytics domain.
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Who Should Go For This Course?
Programmers, Developers, Technical Leads, Architects
Developers aspiring to be a ‘Machine Learning Engineer'
Analytics Managers who are leading a team of analysts
Business Analysts who want to understand Machine Learning (ML) Techniques
Information Architects who want to gain expertise in Predictive Analytics
'Python' professionals who want to design automatic predictive models
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For more information, please write back to us at sales@edureka.in or call us at IND: 9606058406 / US: 18338555775
Got a question on the topic? Please share it in the comment section below and our experts will answer it for you. For Edureka Python Course curriculum, Visit our Website: bit.ly/2FBUtO7
Please make more video on real world Eda
Thanks man, I always trust India guys whose explain about data scientist, it is really easy to understand. India guys really smart
As someone who is new to data analysis, this is the best tutorial I've come across. Most times I get lost in trying to learn (googling) so many different functions and ways to acquire one basic insight. So it helps when I can refer to a systemic approach and explanation behind each process.
Hi : ) We really are glad to hear this ! Truly feels good that our team is delivering and making your learning easier :) Keep learning with us .Stay connected with our channel and team :) . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
very clear and easy to understand.. thank you so much.. keep creating!
My question is, does EDA process vary by the type of project you have, or should these steps be standard approach for every project? This is where EDA confuses me.
6 months semester and here i am last night before submission! you just said what i need to hear. no extra 1 word. thanks
Good To know our videos are helping you learn better :) Stay connected with us and keep learning ! Do subscribe the channel for more updates : )
so nicely explained EDA ,made it easily understandable .
so happy to discover your channel it brings me a lot thank you
It is easy to understand 👍👍 keep creating like this❤️
Thank you. Your explanation is very clear and easy to understand.
simple. on point .very clear
Why do you explain things better than any lecturer I ever had?
thank you so much! it is very helpful :) you do an amazing job)
Replicating this made me happy. Thanks bhaijaan :D
you really explained this complete part very thoroughly and also very easily.. it was then fun to perform all this
Thank you so much for your review on our channel Great to hear that Edureka is helping you learn better . We’ll strive to make even better learning contents/courses in the future ! Do subscribe the channel for more updates : )
how to resolve the null values,its very effective when you use dataset with nullvalues..thanks.its beautifully explained
Thank you Sir for that class. Excellent instructor and excellent teaching.
Hi : ) We really are glad to hear this ! Truly feels good that our team is delivering and making your learning easier :) Keep learning with us .Stay connected with our channel and team :) . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
Really the tutor explain ed in very simpler so those know the basic fundamentals can easily grasp the taught content..
Hey:) Thank you so much for your sweet words :) Really means a lot ! Glad to know that our content/courses is making you learn better :) Our team is striving hard to give the best content. Keep learning with us -Team Edureka :) Don't forget to like the video and share it with maximum people:) Do subscribe the channel:)
Amazing👍👍👍explained it nicely👏👏👏
Edureka is always awesome ❤️
Thanks a lot for your video!
Very informative..!!👍
Please try to provide dataset (csv) link in the description. So that we can download and perform the operations on them and learn more effectively using the dataset.
Please share your email id with us (it will not be published). We will forward the dataset to your email address.
Enjoyed the session 😊
Simple, plain and crisp.
Thanks👍👍😇
You're welcome 😊 Glad it was helpful!!
Wonderfull presentation, Waseem!
I really love the way you explained ❣❣
Very understandable. Kudos to you💯
Please where can I get the data set
Thanks for showing interest in Edureka! Kindly share your mail id for us to share the datasheet/ source code :) Do subscribe for more videos & updates
Great Explanation sir
Thank you very much ! You helped me a lot . May God bless you ! 😊
You're welcome 😊 Glad it was helpful!! Keep learning with us..
Great session! We need more session like this👏👏👏👏
Thank You 😊Glad you liked it!! Keep learning with us ..
Explained in a simple and effective manner. Thanks. Kindly provide the link to the Dataset
Good to know our contents and videos are helping you learn better . We are glad to have you with us ! Please share your mail id to send the data sheets to help you learn better :) Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
WONDERFUL JOB BUDDY
Nice Video , Thanks
@edureka This is amazing and beautifully explained. Can I get the link to data pls.
We are happy that Edureka is helping you learn better ! We are happy to have learners like you :) Please share your mail id to share the data sheets :) Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
I must say say! You are an exceptional teacher... Thank you so much. PLease how can i get the dataset?
Good to know our contents and videos are helping you learn better . We are glad to have you with us ! Please share your mail id to send the data sheets to help you learn better :) Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
Thank you, bro. The video was amazing.
You're welcome😊 Glad it was helpful!! Keep learning with us..
Great video
Really helpful EDA Tutorial! Kindly share the link to the csv dataset.
Glad to hear our contents are helping you ! Please provide your mail id to share the data sheet :) We’ll update you soon
Can you pl share the dataset pl. Your way of explaining EDA was just superb 👍
Hi ! Good to know that our videos are helping you to learn better :) Please share your mail id to share the data sheets :)We’ll update you soon . Do subscribe the channel for more updates : )
Very helpful. Thanks!
Glad it was helpful!
Very well explained!
Thank you so much for the review ,we appreciate your efforts : ) We are glad that you have enjoyed your learning experience with us .Thank You for being a part of our Edureka team : ) Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
Great explanation thank you!!!
Thank you so much : ) We are glad to be a part of your learning journey. Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
Thank you for this excellent course Sir
We are very glad to hear that your a learning well with our contents :) continue to learn with us and don't forget to subscribe our channel so that you don't miss any updates !
Very nice
Thank you 😊
Good video - Please provide dataset (csv) file . Thanks . I am a beginner.
great video!
Can you show how to remove outliers?
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Why continuous variables are used to plot the box plot using categorical plot (catplot())????
Hi Darshika, while central tendency describes the middle of a data set, variability describes how spread out the data are. A box plot uses a number line to show how data are distributed and to illustrate the variability of a data set and hence, use continuous variables.
Hope that solves your query.
nice information in simple way
Good To know our videos are helping you learn better :) Stay connected with us and keep learning ! Do subscribe the channel for more updates : )
Hi... Could you please provide the dataset? That would be very helpful
Good to know our contents and videos are helping you learn better . We are glad to have you with us ! Please share your mail id to send the data sheets to help you learn better :) Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
Hi could you share the link for the machine learning tutorial of the student performance data
Hi great to hear from you :) please share your mail id ! so that we can share the data sheet with you :)Do subscribe the channel for more updates : )
Can you give tutorial on low and high codes of python
Please share your mail id for sharing
Thank you sir. Kindly provide the link for the dataset.
Good to know our contents and videos are helping you learn better . We are glad to have you with us ! Please share your mail id to send the data sheets to help you learn better :) Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
hey! Can you give us the link for the dataset you use for us to practice? Thanks
Glad you liked it ! We are glad to have learners like you .Drop your mail id in the comment section for us to share the data sheets or source codes :) Do subscribe our channel and hit that bell icon to never miss an video from our channel .
Thank you Umesh sir.
Welcome
how can i find outliers and remove it ?
Can you upload the link of this dataset which you were used?
Please share your email id with us (it will not be published). We will forward the dataset to your email address.
Thank You Very Much😍😍
Thank you for you time in giving a feedback :) We are glad that you are learning from our videos! Stay connected with our channel :)
Great tutorial!
I dont suppose you can share the jupyter file?
Hi great to hear from you :) please share your mail id ! so that we can share the data sheet with you :)Do subscribe the channel for more updates : )
Hey can you share the data set?
hi, please advice how to get the dataset. Thanks
Please share your email id with us (it will not be published). We will forward the dataset to your email address.
Can you make the dataset available for us? Thanks
Please share your email id with us (it will not be published). We will forward the dataset to your email address.
www.kaggle.com/spscientist/students-performance-in-exams?select=StudentsPerformance.csv
@edureka May I kindly have the data set
Good one
Thank You 😊 Glad it was helpful!!
sir please tell me that how can we check for outliers??
Hi Shashank, an outlier is something which is separate or different from the crowd. Outliers can be a result of a mistake during data collection or it can be just an indication of variance in your data. Some of the methods for detecting and handling outliers:
BoxPlot
Scatterplot
Z-score
IQR(Inter-Quartile Range)
Hope that helps!
Thank you sir
A VERY GOOD EXPLANATION. SIMPLE AND CLEAR. EASY TO UNDERSTAND. THANKS... 👍😆
can you share the dataset? thanks
I love the video, I can I get the data set?
Glad to hear our contents are helping you ! Please provide your mail id to share the data sheet :) We’ll update you soon
From where should i get this dataset?
Please share your email id with us (it will not be published). We will forward the dataset to your email address.
nice, thank you
Welcome 😊
This video is very informative. Where i can get the data sheet?
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can you please share the dataset !! so that will try to replicate the same !! thanks and well explained !!
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could you provide the data set you are using?
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Can you upload the link of this dataset
Hi Shamal, we do not disclose the link of our datasets. Kindly drop in your email in the comments and we will share the required set of data to you, cheers :)
awesome as usual , but where to get the data from ?
Glad to hear our contents are helping you 😊 Please provide your mail id to share the dataset!! We’ll update you soon
Plz provide this dataset for in hand practice
Glad to hear our contents are helping you ! Please provide your mail id to share the data sheet :) We’ll update you soon
Can you please share the dataset with me as I have to practice the same?
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Could you please share the data in this tutorial?
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can u please share the data set ?
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Informative video. Please share me the dataset. Thank you.
Hi, kindly drop in your email id to help us assist you with the required data sets. Cheers :)
Plz can you share the link of the dataset.. so that we can practice
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Hi may I ask, for the data set? Thanks a lot!
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Hi, can you please provide the dataset. Thanks a lot!!
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Plz share cheatsheet on jupyter you have.
Hi Adeel, kindly drop in your email id to help us assist you with the required data sets. Cheers :)
How i can get this datasheet??
Please share your email id with us (it will not be published). We will forward the dataset to your email address.
Please share the data set
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Can we get real world data EDA
Please share your email id with us (it will not be published). We will forward the dataset to your email address.
practised
I am having the same issue which you got in importing the dataset. Help me out
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Hi Can you please share the this dataset with me.
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can you pls share the dataset
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How can we get the Dataset used in this tutorial please?
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please share dataset
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Please share dataset link
Hi, kindly drop in your respective email id in the comments and we shall assist you with the required set of data, cheers :)
Can you please give me the datasets?
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from where can i get this data set
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hey, can i have the dataset? I can't find a similar dataset to practice on
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can we get the data sheet used in the Tutorial
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Can I please get the dataset?
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Where is Data set Student.csv?
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How can I acess ur dataset
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