Uploaded September 2023 | Updated September 2026, 18 hours ago
Discover the top 3 data science projects that will guarantee you a job! Learn which essential skills hiring managers are looking for, including Python, statistical analysis, machine learning, and data visualization. Dive into real-world projects like analyzing Uber's supply and demand, predicting customer churn for Sony, and using data to tackle predictive policing.
Find the featured projects in the video via the links below:
1️⃣ Project: platform.stratascratch.com/data-projects/insights-city-supply-and-demand-data?utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects
2️⃣ Project: platform.stratascratch.com/data-projects/customer-churn-prediction?utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects
3️⃣ Project: towardsdatascience.com/the-perils-of-predictive-policing-11928a9f1d60
______________________________________________________________________
👉 Subscribe to the channel: bit.ly/2GsFxmA
👉 Playlist for more data science interview questions and answers: bit.ly/3jifw81
👉 Playlist for data science interview tips: bit.ly/2G5hNoJ
👉 Playlist for data science projects: bit.ly/StrataScratchProjectsYouTube
👉 Practice more real data science interview questions: platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects
______________________________________________________________________
Timeline:
Intro: (0:00)
Fundamental Data Science Skills: (0:23)
Uber Data Science Project: (1:34)
Sony Data Science Project: (2:48)
Predictive Policing Data Project: (4:35)
Conclusion: (5:53)
______________________________________________________________________
About The Platform:
StrataScratch (platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects) is a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and Python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects. All questions are free and you can even execute SQL and Python code in the IDE. Still, if you want to check out the solutions from other users or from the StrataScratch team, you can use ss15 for a 15% discount on the premium plans.
______________________________________________________________________
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email us at team@stratascratch.com
______________________________________________________________________
#datascience #datascienceprojects #datasciencecareer #datascienceskills #dataanalytics #dataanalyst #pythonprojects
Discover the top 3 data science projects that will guarantee you a job! Learn which essential skills hiring managers are looking for, including Python, statistical analysis, machine learning, and data visualization. Dive into real-world projects like analyzing Uber's supply and demand, predicting customer churn for Sony, and using data to tackle predictive policing.
Find the featured projects in the video via the links below:
1️⃣ Project: platform.stratascratch.com/data-projects/insights-city-supply-and-demand-data?utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects
2️⃣ Project: platform.stratascratch.com/data-projects/customer-churn-prediction?utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects
3️⃣ Project: towardsdatascience.com/the-perils-of-predictive-policing-11928a9f1d60
______________________________________________________________________
👉 Subscribe to the channel: bit.ly/2GsFxmA
👉 Playlist for more data science interview questions and answers: bit.ly/3jifw81
👉 Playlist for data science interview tips: bit.ly/2G5hNoJ
👉 Playlist for data science projects: bit.ly/StrataScratchProjectsYouTube
👉 Practice more real data science interview questions: platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects
______________________________________________________________________
Timeline:
Intro: (0:00)
Fundamental Data Science Skills: (0:23)
Uber Data Science Project: (1:34)
Sony Data Science Project: (2:48)
Predictive Policing Data Project: (4:35)
Conclusion: (5:53)
______________________________________________________________________
About The Platform:
StrataScratch (platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects) is a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and Python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+3+ds+projects. All questions are free and you can even execute SQL and Python code in the IDE. Still, if you want to check out the solutions from other users or from the StrataScratch team, you can use ss15 for a 15% discount on the premium plans.
______________________________________________________________________
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email us at team@stratascratch.com
______________________________________________________________________
#datascience #datascienceprojects #datasciencecareer #datascienceskills #dataanalytics #dataanalyst #pythonprojects




![Classical Machine Learning [DoorDash Data Science Project]
In this video, well be diving deep into machine learning for data science. Well explore some of the most important concepts in machine learning and choose the best-performed model. Well demonstrate how to apply these concepts in practice on the DoorDash data science project Delivery Duration Prediction. Well apply 6 different algorithms, 4 different feature set sizes, and 3 different scalers.
Watch our previous video:
📌 Part 1: Data Preparation for Modeling: https://youtu.be/Sf6jn8QZHhc
📌 Part 2: Collinearity and Removing Redundancies: https://youtu.be/m3zEV10qvE8
📌 Part 3: Multicollinearity and Feature Selection: https://youtu.be/gh5JzALBQvU
🧑💻 Go to the project through the link below and follow along with me: https://platform.stratascratch.com/data-projects/delivery-duration-prediction?utm_source=youtube&utm_medium=click&utm_campaign=YT+classical+ML+doordash+project
👉 Subscribe to my channel: https://bit.ly/2GsFxmA
👉 Playlist for more data science interview questions and answers: https://bit.ly/3jifw81
👉 Playlist for data science interview tips: https://bit.ly/2G5hNoJ
👉 Practice more real data science interview questions: https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+classical+ML+doordash+project
Timeline:
Intro: (0:00)
Take-home assignment from DoorDash: (0:23 )
In previous videos: (0:40)
Applying the data to the machine learning model: (1:14)
Applying regression tasks: (2:03)
Changing the problem: (5:17)
Extracting the Prep_duration predictions (7:20)
Deep Learning Method: (10:31)
Conclusion: (12:44)
About The Platform:
Im using StrataScratch (https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+classical+ML+doordash+project), a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+classical+ML+doordash+project. All questions are free and you can even execute SQL and python code in the IDE, but if you want to check out the solutions from me or from other users, you can use ss15 for a 15% discount on the premium plans.
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email me at nathan@stratascratch.com
#StrataScratch #DoordashDataProject #MachineLearning Classical Machine Learning [DoorDash Data Science Project]](https://i.ytimg.com/vi/pqQG_tNXncc/mqdefault.jpg)
![Exploring and Cleaning Data: The First Step in Every Data Project
In this video, were going to start by exploring and cleaning up the data - the first step in every data project. Well maintain how to use some Python libraries like Pandas for data manipulation, NumPy for numerical computation, and Matplotlib for data visualization. Well also include solving a scenario-based question by using the head() function.
Watch the full tutorial:
📌 Exploratory Data Analysis For An Uber Python Data Science Project [Part 1]: https://youtu.be/ZOthTms86Bw
🧑💻 Go to the question through the link below:
https://platform.stratascratch.com/data-projects/partner-business-modeling/?utm_source=youtube&utm_medium=click&utm_campaign=YT+shorts+data+preparation+uber+project
👉 Subscribe to my channel: https://bit.ly/2GsFxmA
👉 Playlist for more data science interview questions and answers: https://bit.ly/3jifw81
👉 Playlist for data science interview tips: https://bit.ly/2G5hNoJ
👉 Practice more real data science interview questions: https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+shorts+data+preparation+uber+project
About The Platform:
Im using StrataScratch (https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+shorts+data+preparation+uber+project), a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+shorts+data+preparation+uber+project. All questions are free and you can even execute SQL and python code in the IDE, but if you want to check out the solutions from me or from other users, you can use ss15 for a 15% discount on the premium plans.
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email me at nathan@stratascratch.com
#PythonDataProject #UberDataScienceProject #PythonInterviewQuestion Exploring and Cleaning Data: The First Step in Every Data Project](https://i.ytimg.com/vi/pqeUTfNFBCU/mqdefault.jpg)




![[Part 1] How to Solve an Amazon Python Interview Question - The 3-Step Framework
In this video, well walk through Amazons advanced data science interview question and determine a 3-step framework to solve it in Python.
Part 2: https://www.youtube.com/shorts/vQmk0bH25d0
Link to the question: https://platform.stratascratch.com/coding/2111-sales-growth-per-territory?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+description+link
👉 Watch the full video: https://youtu.be/yQSZT65WET4
👉 Subscribe to my channel: https://bit.ly/2GsFxmA
👉 Playlist for more data science interview questions and answers: https://bit.ly/3jifw81
👉 Playlist for data science interview tips: https://bit.ly/2G5hNoJ
👉 Practice more real data science interview questions: https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+description+link
About The Platform:
Im using StrataScratch (https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+description+link), a platform that allows you to practice real data science interview questions. There are over 1000+ interview questions that cover coding (SQL and python), statistics, probability, product sense, and business cases.
So, if you want more interview practice with real data science interview questions, visit https://platform.stratascratch.com/coding?utm_source=youtube&utm_medium=click&utm_campaign=YT+description+link. All questions are free and you can even execute SQL and python code in the IDE, but if you want to check out the solutions from me or from other users, you can use ss15 for a 15% discount on the premium plans.
Contact:
If you have any questions, comments, or feedback, please leave them here!
Feel free to also email me at nathan@stratascratch.com
#PythonInterviewQuestions #AmazonPythonInterviewQuestion [Part 1] How to Solve an Amazon Python Interview Question - The 3-Step Framework](https://i.ytimg.com/vi/rEaSskQhId4/mqdefault.jpg)