IPL Data Analysis | Apache Spark End-To-End Data Engineering Project
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- เผยแพร่เมื่อ 24 ก.ค. 2024
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In this video, we are going to analyze IPL data by building a data pipeline, main focus of this video is to focus on writing Apache Spark code and different functions to perform transformation,
Code used in the video: github.com/darshilparmar/ipl-...
Dataset Link - data.world/raghu543/ipl-data-...
Timestamps
0:00 Introduction
0:31 Architecture Diagram and Spark Basic Concepts
13:26 Understand the Dataset
21:07 Complete Project Execution
01:18:32 Final Words
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Can you create a weither analising with python please provide that want to learn
I am so relieved that there is someone who depicts a “complete” pipeline for projects that are not just real-world but also easy to comprehend, without loosing their innate complexity. Thanks alot for your contribution
Such an amazing project to learn Apache Spark with Databricks! I learned so much, and the clarity of concepts was incredible. Thank you so much, Darshil!
Totally going for your Combo Course!! 🙌
Amazing... This architecture is applied in more real-time projects
Hi @DarshilParmar thank you for all these videos. It's too good!!!!. I am a beginner, I really love it. I just started yesterday. You never let me blink my eye.
Wow, this video is incredibly informative! I really appreciate how clearly it explains complex concepts. The visuals are engaging and make it easy to follow along. I'm excited to dive deeper into Spark after watching this. Keep up the great work!
A very good project in a small project alot of learning ,this is called project based learning ❤🎉
If youve done Sql very well then all you need here is just learning the few syntax differences in spark and Sql.
Thanks a lot man. Much needed video.
I just love all your videos. Take love from Bangladesh❤
Thanks Darshil this was very imformative and a Good learning Project journey for me as Data Engineer! Kudos please keep posting such Projects!
Wonderful insights into the Spark, never got distracted and fully engaging.
Thank you
Great explaination!! Thank you.
Loved the Project Darshil Bhaiya
I'm a Beginner and I'm loving it
Let's go
thankyou Darshil
Amazing work Darshil bhai
Loved the project
Thank you so much 😀
This was a nice project. Thanks!
Glad you liked it!
Right video at right time. Thanks @darshil bai🤩
You are welcome
Now this is what data enthusiasts need most people build the project directly on power bi or SQL without giving complete understanding.
Thank you
its a great project!
Great initiative . Thank you so much.
Please take care of the audio. It's too low !!
Thank you bro❤
one thing in your explanation i observed is you are crisp and right to the point interms of explanation sir....if you ask me to explain analytically ...more value delivered in the least amount of time without any deviation.....great work sir... will learn more from you
Thank you very much :)
Amazing!
Wonderful video
Amazing content
Amazing content as usual.
Much appreciated!
We can do the same thing in sql as well. Why to use spark?
Is Amazon s3 used for data modelling?
How can we round off pin pyspark(liek if I want to round off a value to two decimal places) how is that possible?
56:57
correction
when (col("batting_hand").contains("Left"), "Left-Handed").otherwise ("Right-Handed")
Bro, could you please provide us this obsidian whole notes link for this project……..
Thank you brother ❤❤ love from Nepal 💗💗
Always welcome
Hi Sir
How are you?
Sir, it is possible to fetch datasets from Kaggle using Azure Data Factory.?
with azure function
it is possible. Here's how?
Hello, really nice videos. I really like how you teach, and I am interested in starting the spark databricks course. I have knowledge of SQL and Python but no previous knowledge of Snowflake. Can I still do the spark and databricks course without snowflake??
how to get a data enginner internship and how much do i get to know for internship ?
Hi Darshil, Can i get a notes for python if i buy course, please answer
Nice work brother
Thank you! Cheers!
Hi Darshil, Could you please share your Data Vidhya Notes as a pdf. While enrolling it's asking more amount. Please help me on this. Excellent video.
Plz create video on pyspark unittesting and debugging
How much python is needed ?
I am just starting 🙏
how can i use your bucket??
How can i create an aws account without a credit card please reply
Bhai aap kha rhte ho milna h aapse
Nice video!!, what is the software you're using in your iPad for this presentation?
Good notes
Date columns are appearing as null.
BoolType columns are also appearing as null.
Can you resolve that?
how do i create a account if i am still a student
Bhaiya your courses are too expensive I also want to learn can you take down the price of the combo package course......pls....!!!!
can you provide me your s3 bucket url of ipl analysis so i can use in my project, because i donot have aws account
Hi Darshil, thanks for the insightful videos, is it okay to use Macbook Air for data engineering?
Yes
Bro in Olympic data analysis config code in data bricks gave me error saying null value exception
Issue might be with keys, lot of people copy secretID but you need to copy SecretValue
Thanks for sharing such a lovely course on EDA using Apache Spark.
Please could you correct the code at 56:13 where the "batting_hand" contains "left" rather it should be "Left" as the batting_hand column contains like "Left-xxxxx".
@DarshilPamar Thanks again for sharing the project along with the solution. I was able to convert the same project to Microsoft Fabric. Lots of learning ...
Hii.. Is there any way to contact you?
❤
can i make this project using jupyter notebook as well or there any particular reason for using Databricks (just asking) ?
You can, you need to configure spark with jupyter notebook
I loved your content thanks for sharing and I confused to choose which database is good MySQL or PostgreSQL to learn. Can Anyone suggest me
I will recommend PostgreSQL, MySQL is also cool. Little difference in syntax between the two
Hey @DarshilParmar,
I didnt get why you consider only 'run_scored'
column while calculate
#Aggregation :Calculate the total and avg runs
scored in each match and inning.
In our dataframe, 'ball_by_ball_df', we record details like this:
1. When a bowler bowls a no-ball and the batsman scores 4 runs on that ball, it results in a 'run_scored' entry of (4) and an 'extra_runs' entry of (1) in the respective columns.
2. If a bowler bows wide, it's marked as (0) in the 'run_scored' column and (1) in the 'extra_runs' column.
Now, when calculating the total runs for a match and innings, we need to add up both the 'run_scored' and 'extra_runs' columns to get the accurate total."
I kept saying in the video, goal of the video is not to get business logic right but to teach how to use tech
@@DarshilParmar Ya I forget..thanks to rply❤❤
how to copy address of the ball_by_ball table from dataset ?
Just use s3 path
@ Darshil Parmar Thank you. As a fresher, Can I try the jobs in the data engineering field in USA?
It is possible
Once you’ve built a portfolio project, how do you store and present it?
Github
What do you use to build the Architecture Diagrams?
Google Slides
@@DarshilParmar Thank you
Great
Thank you
You are welcome
👍
Spark isnt distributed rather than parallel?
It is both
Can we replicate this project in GCP entirely? Please advice Darshil.
Yes use GCS, DataProc, BigQuery
Do we have its source code available?
Check description
Hey Im getting error while reading form s3
What's the error?
@@DarshilParmar hey , I solved it ! It was access denied error...made my bucket public and it works now🤗
this looksk like a basic projects i dont think this is enought ot put it in resume!
You can never put TH-cam projects on resume, 100k+ people do these project do you think you can stand out by doing these project?
These projects are for learning and upskilling, only project you put in your resume is something that you create by yourself
Why Having Count is > 120
Math bhi kuch Ani chiye ka ? 🤔
Basic college level
bring Airflow course
Next on the pipeline
Can you please share your notes?
Notes are part of my courses, internal document, used in video to explain basic stuff
@@DarshilParmar Oh ok, If possible can you sell notes alone please
@@DarshilParmar Hey, interested in the standalone Python course Darshil. Discounts coming any time soon.
Mr also bro, are u purchased?@@phaddu7737
First comment 🎉❤
Let's go!
DARSHIL = 7 letters #Thalaforareason
haha