Uploaded October 2023 | Updated September 2026, 7 hours ago
In today's data-driven era, the role of a data scientist has evolved into one of the most coveted positions in the job market. Discover the five essential skills every data science candidate should possess. Plus, get project ideas to boost your proficiency in these areas. Let's get started on your journey to becoming a competitive data scientist! ππ‘
Project ideas that will help you improve on data science skills:
1. kaggle.com/datasets/vjchoudhary7/customer-segmentation-tutorial-in-python
2. github.com/karpathy/char-rnn
3. tensorflow.org/tutorials/images/cnn
4. tableau.com/covid-19-coronavirus-data-resources
5. github.com/susanli2016/Machine-Learning-with-Python/blob/master/Consumer_complaints.ipynb
______________________________________________________________________
π Subscribe to the channel: bit.ly/2GsFxmA
π Playlist for more data science interview questions and answers: bit.ly/3jifw81
π Playlist for data science interview tips: bit.ly/2G5hNoJ
π Playlist for data science projects: bit.ly/StrataScratchProjectsYouTube
π Practice more real data science interview questions: platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+5+skills+companies+look+for
______________________________________________________________________
Timeline:
Intro: (0:00)
Strong Analytical Skills: (0:27)
Proficiency in Coding: (1:49)
Machine Learning Expertise: (2:58)
Data Viz & Communication Skills: (4:01)
Domain Expertise: (5:08)
Conclusion: (6:30)
______________________________________________________________________
About The Platform:
StrataScratch (platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+5+skills+companies+look+for) 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+5+skills+companies+look+for. 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
______________________________________________________________________
#datascienceskills #datascienceprojects #datasciencecareer #dataanalytics #dataanalysis #machinelearning #dataproject #python #sql #rprogramming #datascientist #dataanalyst
In today's data-driven era, the role of a data scientist has evolved into one of the most coveted positions in the job market. Discover the five essential skills every data science candidate should possess. Plus, get project ideas to boost your proficiency in these areas. Let's get started on your journey to becoming a competitive data scientist! ππ‘
Project ideas that will help you improve on data science skills:
1. kaggle.com/datasets/vjchoudhary7/customer-segmentation-tutorial-in-python
2. github.com/karpathy/char-rnn
3. tensorflow.org/tutorials/images/cnn
4. tableau.com/covid-19-coronavirus-data-resources
5. github.com/susanli2016/Machine-Learning-with-Python/blob/master/Consumer_complaints.ipynb
______________________________________________________________________
π Subscribe to the channel: bit.ly/2GsFxmA
π Playlist for more data science interview questions and answers: bit.ly/3jifw81
π Playlist for data science interview tips: bit.ly/2G5hNoJ
π Playlist for data science projects: bit.ly/StrataScratchProjectsYouTube
π Practice more real data science interview questions: platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+5+skills+companies+look+for
______________________________________________________________________
Timeline:
Intro: (0:00)
Strong Analytical Skills: (0:27)
Proficiency in Coding: (1:49)
Machine Learning Expertise: (2:58)
Data Viz & Communication Skills: (4:01)
Domain Expertise: (5:08)
Conclusion: (6:30)
______________________________________________________________________
About The Platform:
StrataScratch (platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+5+skills+companies+look+for) 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+5+skills+companies+look+for. 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
______________________________________________________________________
#datascienceskills #datascienceprojects #datasciencecareer #dataanalytics #dataanalysis #machinelearning #dataproject #python #sql #rprogramming #datascientist #dataanalyst


![[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
π Watch the full video: https://youtu.be/yQSZT65WET4
π Subscribe to my channel: https://bit.ly/2GsFxmA
π Playlist for more data science interview questions and answers: https://bit.ly/3jifw81
π Playlist for data science interview tips: https://bit.ly/2G5hNoJ
π 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)

![Top Data Analyst Tools: From Beginner to Pro [Ultimate Guide]
Struggling to keep up with the ever-growing data analyst toolkit? This video dives into essential tools for data analysts, from project management to data cleaning, coding, visualization & more. Learn everything you need to excel in your data analytics career, whether youre a beginner or looking to upskill.
Well cover everything from:
β Project Management: Jira, Trello, Confluence
β Brainstorming & Mind Mapping: Miro, MindMeister
β Databases & SQL: SQL, MongoDB, Cassandra
β Data Gathering: APIs, BeautifulSoup, Scrapy, Octoparse
β Data Integration: Talend, Apache Nifi, Microsoft Power Automate
β Data Cleaning: OpenRefine
β Data Analysis & Visualization: Excel, Google Sheets, Python, R, Pandas, NumPy, ggplot2, Jupyter Notebooks
β Web Analytics: Google Analytics
β Statistical Analysis: SAS, SPSS
β ETL Tools: Apache Spark, Informatica, Alteryx
β Data Visualization: Tableau, Power BI, Looker Studio, ClickView
β Presentation Tools: PowerPoint, Google Slides, Canva
β Data Documentation: Jupyter Notebooks, R Markdown, Google Docs, Github
Master these tools and unlock a world of data-driven opportunities! Like this video? Thumbs up, share, and comment below! Subscribe for more data analytics content!
π Subscribe to my channel: https://bit.ly/2GsFxmA
π Playlist for more data science interview questions and answers: https://bit.ly/3jifw81
π Playlist for data science interview tips: https://bit.ly/2G5hNoJ
π Playlist for data science projects: https://bit.ly/StrataScratchProjectsYouTube
π Practice more real data science interview questions: https://platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+top+da+tools
Timeline:
Intro: (0:00βββ)
What Do Data Analysts Do: (0:19)
Requirement-gathering Tools: (0:46)
Brainstorming Tools: (1:10)
Data Collection & Management: (1:30)
Data Cleaning & Analysis : (2:56)
Data Visualization Tools: (4:40)
Presentation Tools: (5:14)
Documentation Tools: (5:30)
Conclusion: (6:02ββ)
About The StrataScratch Platform:
StrataScratch (https://platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+top+da+tools) 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 https://platform.stratascratch.com/coding?code_type=1&utm_source=youtube&utm_medium=click&utm_campaign=YT+top+da+tools. 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
#dataanalysistools #datascience #machinelearning #bigdata #datavisualization #datascienceskills #datascientist #dataanalysis #dataanalytics #datatools Top Data Analyst Tools: From Beginner to Pro [Ultimate Guide]](https://i.ytimg.com/vi/sBD3HAbUDQU/mqdefault.jpg)





