Welcome to Tech Jroshan πŸš€
Want to become a Data Analyst, Data Scientist or AI Professional?

This channel takes you step-by-step from the fundamentals to real-world projects:

πŸ“Š DATA ANALYTICS
SQL β€’ Python β€’ Pandas β€’ Statistics β€’ Power BI β€’ Data Cleaning β€’ EDA

πŸ€– MACHINE LEARNING
ML Fundamentals β€’ Algorithms β€’ Feature Engineering β€’ Model Evaluation β€’ Real Business Problems

🧠 GENERATIVE AI
LLMs β€’ RAG β€’ Prompt Engineering β€’ AI Applications

⚑ AI AGENTS
AI Data Analysts β€’ Research Agents β€’ SQL Agents β€’ Multi-Agent Systems β€’ MCP β€’ A2A

πŸ’Ό CAREER & INTERVIEW PREPARATION
SQL β€’ Python β€’ Statistics β€’ Power BI β€’ Case Studies β€’ Interview Questions β€’ Projects β€’ Career Skills

The goal is simple:
LEARN β†’ SOLVE β†’ BUILD β†’ INTERVIEW β†’ GET JOB-READY

If you're a beginner, fresher or career switcher preparing for a career in Data & AI, you're in the right place.

Subscribe and build your skills one practical problem at a time.
#DataAnalytics #DataScience #Python #SQL #MachineLearning #GenAI #AIAgents


Tech - Jroshan

A table named employee has columns emp_id, name, department, and salary. Which query returns only the names of employees whose salary is greater than 60000?

A πŸ”ΈSELECT name FROM employees HAVING salary > 60000;

BπŸ”Έ SELECT employees FROM name WHERE salary > 60000;

CπŸ”Έ SELECT salary FROM employees WHERE name > 60000;

DπŸ”Έ SELECT name FROM employees WHERE salary > 60000;

Machine Learning Quiz: L1 vs L2 Regularization
youtube.com/shorts/O17IVtAkFV...

Python🐍 Lambda, Map, Filter & Reduce Explained
youtube.com/shorts/L1VgG3ovEM...

Python List & List Methods Explained in 20 Seconds 🐍
youtube.com/shorts/k15bRPybCQ...

How to Handle Missing Values in ML?
youtube.com/shorts/NIkkuZEvB_...

Min-Max Scaling vs Standardization
youtube.com/shorts/_lPSx0wEp6...
Feature Scaling: Z-Score vs Min-Max Explained! ⚑
youtube.com/shorts/XynFJNBcjS...
SQL Where vs Group By vs Having
https://youtu.be/t7v6E1GdvwI
Data Science Journey Day 16: Normal Distribution Masterclass
youtube.com/shorts/ZhIAS6oigt...
Variance & Standard Deviation: Data ka asli sach πŸ“Š
youtube.com/shorts/SXS52Zsi9a...
Probability Basics - Data Science Foundation
youtube.com/shorts/-YHgGWONdS...
Mean vs Median: Salary confuse karti hai? πŸ“Š
https://youtu.be/O73aHS2o5QU
Most people get this ML question wrong
https://youtu.be/MTyUw4SsEkU
πŸ”₯Can you solve this ML interview question?
https://youtu.be/GpqNHdZatSM
Which algorithm predicts continuous values?
https://youtu.be/hLpuPFHDOsM
Test your ML knowledge: Question 6 🎯
https://youtu.be/k-458-VBnC0

Data Analytics Projects Structured
youtube.com/shorts/_tloG2YuI0...
Data Cleaning Flow / Pipeline
youtube.com/shorts/Hj0OtrHZtJ...

Why Fresher Don't Crack Any Interview
youtube.com/shorts/zNRAzq8NZB...
Data Science Reality 🎯
youtube.com/shorts/BzUi3QjAAC...
Data Analytics & Data Science Projects Idea
lnkd.in/gR-E8Y6X

Biggest Challenge in Data Science
youtube.com/shorts/AY2Y_kFK2W...
πŸ”₯ Join Groups for the latest Update and Notes:-
whatsapp.com/channel/0029Va53iL3D8SE74GZFsz3i

🎯 Test Your SQL Skills – Free Quiz!
forms.gle/Afux5noATe5qRgB9A
🌈Join my YouTube channel for in-depth discussions
youtube.com/@tech_jroshan
πŸ”—let's build a strong professional community together. Connect now!
www.linkedin.com/in/roshan-jha-tech

Join Telegram for latest Notes and Update
t.me/techjroshan
Please ping your questions or query πŸ”₯

#DataAnalytics #InterviewQuestions #ProblemSolving #InterviewTips #DataScience #CareerGrowth #InterviewChallenge

2 hours ago | [YT] | 1

Tech - Jroshan

❀️ UPDATE – Growing Together

UPDATE relationship
SET trust = trust + 10;

// With Where Condition
UPDATE relationship
SET trust = trust + 10
Where gender in('female', 'male') ;

πŸ’˜ Great relationships improve over time.

// Update Employees Salary by 15β„…
UPDATE employees
SET salary = Salary + Salary * 15β„…;

// Update Employees Salary by 25β„… for Employee ID 2
UPDATE employees
SET salary = Salary + Salary * 25β„…
Where emp_id = 2;

πŸ“Š Data Lesson: Data changes, and updates keep information relevant.

Min-Max Scaling vs Standardization
youtube.com/shorts/_lPSx0wEp6...

Feature Scaling: Z-Score vs Min-Max Explained! ⚑
youtube.com/shorts/XynFJNBcjS...

Data Science Journey Day 16: Normal Distribution Masterclass
youtube.com/shorts/ZhIAS6oigt...

Variance & Standard Deviation: Data ka asli sach πŸ“Š
youtube.com/shorts/SXS52Zsi9a...

Probability Basics - Data Science Foundation
youtube.com/shorts/-YHgGWONdS...

Mean vs Median: Salary confuse karti hai? πŸ“Š
https://youtu.be/O73aHS2o5QU

πŸ”₯ DAY 1 β€” MACHINE LEARNING INTERVIEW QUESTION
https://youtu.be/4dbJOeL3oqw

Most people get this ML question wrong
https://youtu.be/MTyUw4SsEkU

πŸ”₯Can you solve this ML interview question?
https://youtu.be/GpqNHdZatSM

Which algorithm predicts continuous values?
https://youtu.be/hLpuPFHDOsM

Do you know the answer to this ML question?
https://youtu.be/iLpEwtpyD08

Test your ML knowledge: Question 6 🎯
https://youtu.be/k-458-VBnC0

MACHINE LEARNING - day 7
https://youtu.be/-Ff_vZ0EpGU


Data Analytics Projects Structured
youtube.com/shorts/_tloG2YuI0...

Data Cleaning Flow / Pipeline
youtube.com/shorts/Hj0OtrHZtJ...

Machine Learning Full Course Introduction
youtube.com/shorts/oasej-WSt2...

Why Fresher Don't Crack Any Interview
youtube.com/shorts/zNRAzq8NZB...

Data Science Reality 🎯
youtube.com/shorts/BzUi3QjAAC...

Data Analytics & Data Science Projects Idea
lnkd.in/gR-E8Y6X

Top AI Models
youtube.com/shorts/qU-UZXcsMp...

AI Hallucinations youtube.com/shorts/df6mmxOduR...

Biggest Challenge in Data Science
youtube.com/shorts/AY2Y_kFK2W...

Save this for your next SQL interview.
Python Completed Roadmap 2026
lnkd.in/p/gF5dQsBr

Machine Learning Roadmap 2026
youtube.com/shorts/7Nz_TZv-EJ...

Find the second Highest Salary
youtube.com/shorts/MtVmHVw9Lx...

Email Spam Prediction
youtube.com/shorts/ua1GArmH5Z...

NLP Projects
youtube.com/shorts/dmbal5j5aP...

Customer Churn Prediction
youtube.com/shorts/3CxknSP7PG...

Machine Learning Projects
youtube.com/shorts/mKb0gdPHUJ...

Data Scientist vs Data Analytics
youtube.com/shorts/Zweu4nQxXz...

Structured vs Un Structured
youtube.com/shorts/e3qMUk6F8U...

3 Types of data you must know
youtube.com/shorts/Mh4kHyA6rD...

πŸ”₯ Join Groups for the latest Update and Notes:-
whatsapp.com/channel/0029Va53iL3D8SE74GZFsz3i

🎯 Test Your SQL Skills – Free Quiz!
forms.gle/Afux5noATe5qRgB9A

🌈Join my YouTube channel for in-depth discussions
youtube.com/@tech_jroshan

πŸ”—let's build a strong professional community together. Connect now!
www.linkedin.com/in/roshan-jha-tech

Please ping your questions or query πŸ”₯


#Python #SQL #DataAnalysis #DataScience #LeetCode #ProblemSolving #Statistics #InterviewQuestions #MachineLearningEngineering #InterviewTips #ProblemSolving #QuestionsAnswering #DataAnalytics

23 hours ago | [YT] | 2

Tech - Jroshan

Which query correctly selects all customers from either 'USA', 'Canada', or 'Mexico'?

SELECT * FROM customers WHERE country = ('USA', 'Canada', 'Mexico');

SELECT * FROM customers WHERE country IN ('USA', 'Canada', 'Mexico');

SELECT * FROM customers WHERE country LIKE ('USA', 'Canada', 'Mexico');

SELECT * FROM customers WHERE country IN 'USA', 'Canada', 'Mexico';

Python Day - 3 Python Operators
https://youtu.be/0EWKG4Yg84w
Python Day 2 - Python Variables & Data Types
https://youtu.be/aeG6QZV5uvI
Python Day 1 - Python Fundamentals
https://youtu.be/nlp5OdBlKZY
Min-Max Scaling vs Standardization
youtube.com/shorts/_lPSx0wEp6...
Feature Scaling: Z-Score vs Min-Max Explained! ⚑
youtube.com/shorts/XynFJNBcjS...
SQL Where vs Group By vs Having
https://youtu.be/t7v6E1GdvwI
Data Science Journey Day 16: Normal Distribution Masterclass
youtube.com/shorts/ZhIAS6oigt...
Variance & Standard Deviation: Data ka asli sach πŸ“Š
youtube.com/shorts/SXS52Zsi9a...
Probability Basics - Data Science Foundation
youtube.com/shorts/-YHgGWONdS...
Mean vs Median: Salary confuse karti hai? πŸ“Š
https://youtu.be/O73aHS2o5QU
πŸ”₯ DAY 1 β€” MACHINE LEARNING INTERVIEW QUESTION
https://youtu.be/4dbJOeL3oqw
Most people get this ML question wrong
https://youtu.be/MTyUw4SsEkU
πŸ”₯Can you solve this ML interview question?
https://youtu.be/GpqNHdZatSM
Which algorithm predicts continuous values?
https://youtu.be/hLpuPFHDOsM
Do you know the answer to this ML question?
https://youtu.be/iLpEwtpyD08
Test your ML knowledge: Question 6 🎯
https://youtu.be/k-458-VBnC0
MACHINE LEARNING - day 7
https://youtu.be/-Ff_vZ0EpGU
Data Analytics Projects Structured
youtube.com/shorts/_tloG2YuI0...
Data Cleaning Flow / Pipeline
youtube.com/shorts/Hj0OtrHZtJ...
Machine Learning Full Course Introduction
youtube.com/shorts/oasej-WSt2...
Why Fresher Don't Crack Any Interview
youtube.com/shorts/zNRAzq8NZB...
Data Science Reality 🎯
youtube.com/shorts/BzUi3QjAAC...
Data Analytics & Data Science Projects Idea
lnkd.in/gR-E8Y6X
Top AI Models
youtube.com/shorts/qU-UZXcsMp...
AI Hallucinations youtube.com/shorts/df6mmxOduR...
Biggest Challenge in Data Science
youtube.com/shorts/AY2Y_kFK2W...
πŸ”₯ Join Groups for the latest Update and Notes:-
whatsapp.com/channel/0029Va53iL3D8SE74GZFsz3i

🎯 Test Your SQL Skills – Free Quiz!
forms.gle/Afux5noATe5qRgB9A
🌈Join my YouTube channel for in-depth discussions
youtube.com/@tech_jroshan
πŸ”—let's build a strong professional community together. Connect now!
www.linkedin.com/in/roshan-jha-tech

Join Telegram for latest Notes and Update
t.me/techjroshan
Please ping your questions or query πŸ”₯

#Python #Sql #InterviewTips #QuestionsAnswering #ProblemSolving #MachineLearning #DataAnalysis #DataAnalytics #DataScience #Mysql #SqlInterviewQuestions

1 day ago | [YT] | 3

Tech - Jroshan

❀️ ALTER TABLE – Personal Growth
ALTER TABLE relationship
ADD maturity_level INT;

πŸ’˜ People evolve with time.

πŸ“Š Data Lesson: Databases evolve as business needs change.

Min-Max Scaling vs Standardization
youtube.com/shorts/_lPSx0wEp6...

Feature Scaling: Z-Score vs Min-Max Explained! ⚑
youtube.com/shorts/XynFJNBcjS...

Data Science Journey Day 16: Normal Distribution Masterclass
youtube.com/shorts/ZhIAS6oigt...

Variance & Standard Deviation: Data ka asli sach πŸ“Š
youtube.com/shorts/SXS52Zsi9a...

Probability Basics - Data Science Foundation
youtube.com/shorts/-YHgGWONdS...

Mean vs Median: Salary confuse karti hai? πŸ“Š
https://youtu.be/O73aHS2o5QU

πŸ”₯ DAY 1 β€” MACHINE LEARNING INTERVIEW QUESTION
https://youtu.be/4dbJOeL3oqw

Most people get this ML question wrong
https://youtu.be/MTyUw4SsEkU

πŸ”₯Can you solve this ML interview question?
https://youtu.be/GpqNHdZatSM

Which algorithm predicts continuous values?
https://youtu.be/hLpuPFHDOsM

Do you know the answer to this ML question?
https://youtu.be/iLpEwtpyD08

Test your ML knowledge: Question 6 🎯
https://youtu.be/k-458-VBnC0

MACHINE LEARNING - day 7
https://youtu.be/-Ff_vZ0EpGU


Data Analytics Projects Structured
youtube.com/shorts/_tloG2YuI0...

Data Cleaning Flow / Pipeline
youtube.com/shorts/Hj0OtrHZtJ...

Machine Learning Full Course Introduction
youtube.com/shorts/oasej-WSt2...

Why Fresher Don't Crack Any Interview
youtube.com/shorts/zNRAzq8NZB...

Data Science Reality 🎯
youtube.com/shorts/BzUi3QjAAC...

Data Analytics & Data Science Projects Idea
lnkd.in/gR-E8Y6X

Top AI Models
youtube.com/shorts/qU-UZXcsMp...

AI Hallucinations youtube.com/shorts/df6mmxOduR...

Biggest Challenge in Data Science
youtube.com/shorts/AY2Y_kFK2W...

Save this for your next SQL interview.
Python Completed Roadmap 2026
lnkd.in/p/gF5dQsBr

Machine Learning Roadmap 2026
youtube.com/shorts/7Nz_TZv-EJ...

Find the second Highest Salary
youtube.com/shorts/MtVmHVw9Lx...

Email Spam Prediction
youtube.com/shorts/ua1GArmH5Z...

NLP Projects
youtube.com/shorts/dmbal5j5aP...

Customer Churn Prediction
youtube.com/shorts/3CxknSP7PG...

Machine Learning Projects
youtube.com/shorts/mKb0gdPHUJ...

Data Scientist vs Data Analytics
youtube.com/shorts/Zweu4nQxXz...

Structured vs Un Structured
youtube.com/shorts/e3qMUk6F8U...

3 Types of data you must know
youtube.com/shorts/Mh4kHyA6rD...

πŸ”₯ Join Groups for the latest Update and Notes:-
whatsapp.com/channel/0029Va53iL3D8SE74GZFsz3i

🎯 Test Your SQL Skills – Free Quiz!
forms.gle/Afux5noATe5qRgB9A

🌈Join my YouTube channel for in-depth discussions
youtube.com/@tech_jroshan

πŸ”—let's build a strong professional community together. Connect now!
www.linkedin.com/in/roshan-jha-tech

Please ping your questions or query πŸ”₯


#Python #SQL #DataAnalysis #DataScience #LeetCode #ProblemSolving #Statistics #InterviewQuestions #MachineLearningEngineering #InterviewTips #ProblemSolving #QuestionsAnswering #DataAnalytics

2 days ago | [YT] | 4

Tech - Jroshan

Which Excel function calculates the arithmetic mean of a range?

A.πŸ”ΈMAX

B. πŸ”ΈAVERAGE

C. πŸ”ΈSUM

D. πŸ”ΈCOUNT

Python Day - 3 Python Operators
https://youtu.be/0EWKG4Yg84w

Python Day 2 - Python Variables & Data Types
https://youtu.be/aeG6QZV5uvI

Python Day 1 - Python Fundamentals
https://youtu.be/nlp5OdBlKZY

Min-Max Scaling vs Standardization
youtube.com/shorts/_lPSx0wEp6...

Feature Scaling: Z-Score vs Min-Max Explained! ⚑
youtube.com/shorts/XynFJNBcjS...

SQL Where vs Group By vs Having
https://youtu.be/t7v6E1GdvwI

Data Science Journey Day 16: Normal Distribution Masterclass
youtube.com/shorts/ZhIAS6oigt...

Variance & Standard Deviation: Data ka asli sach πŸ“Š
youtube.com/shorts/SXS52Zsi9a...

Probability Basics - Data Science Foundation
youtube.com/shorts/-YHgGWONdS...

Mean vs Median: Salary confuse karti hai? πŸ“Š
https://youtu.be/O73aHS2o5QU

πŸ”₯ DAY 1 β€” MACHINE LEARNING INTERVIEW QUESTION
https://youtu.be/4dbJOeL3oqw

Most people get this ML question wrong
https://youtu.be/MTyUw4SsEkU

πŸ”₯Can you solve this ML interview question?
https://youtu.be/GpqNHdZatSM

Which algorithm predicts continuous values?
https://youtu.be/hLpuPFHDOsM

Do you know the answer to this ML question?
https://youtu.be/iLpEwtpyD08

Test your ML knowledge: Question 6 🎯
https://youtu.be/k-458-VBnC0

MACHINE LEARNING - day 7
https://youtu.be/-Ff_vZ0EpGU

Data Analytics Projects Structured
youtube.com/shorts/_tloG2YuI0...

Data Cleaning Flow / Pipeline
youtube.com/shorts/Hj0OtrHZtJ...

Machine Learning Full Course Introduction
youtube.com/shorts/oasej-WSt2...

Why Fresher Don't Crack Any Interview
youtube.com/shorts/zNRAzq8NZB...

Data Science Reality 🎯
youtube.com/shorts/BzUi3QjAAC...

Data Analytics & Data Science Projects Idea
lnkd.in/gR-E8Y6X

Top AI Models
youtube.com/shorts/qU-UZXcsMp...

AI Hallucinations youtube.com/shorts/df6mmxOduR...

Biggest Challenge in Data Science
youtube.com/shorts/AY2Y_kFK2W...

πŸ”₯ Join Groups for the latest Update and Notes:-
whatsapp.com/channel/0029Va53iL3D8SE74GZFsz3i

🎯 Test Your SQL Skills – Free Quiz!
forms.gle/Afux5noATe5qRgB9A

🌈Join my YouTube channel for in-depth discussions
youtube.com/@tech_jroshan

πŸ”—let's build a strong professional community together. Connect now!
www.linkedin.com/in/roshan-jha-tech

Join Telegram for latest Notes and Update
t.me/techjroshan
Please ping your questions or query πŸ”₯

3 days ago | [YT] | 4

Tech - Jroshan

DAY 3 β€” DATA ANALYSIS QUIZ πŸ“Š
Which Excel Function Is This? - Quiz 3
Data Analysis Daily Quiz
Question:
Which Excel function is commonly used to count cells that meet a specific condition?

A.πŸ”ΈSUM
B.πŸ”ΈCOUNTIF
C.πŸ”Έ AVERAGE
D.πŸ”Έ MAX

πŸ‘‰ Comment your answer: A, B, C, or D
πŸ’‘ Can you get 3/3 so far?
Tomorrow: Answer + simple explanation πŸš€

Follow for daily Data Analysis, SQL, Excel, Python & BI quizzes.
Test your Excel skills with this quick data analysis quiz. Can you identify the right function to count cells with specific conditions?
This challenge focuses on essential Excel functions used for data analysis. Whether you are prepping for an interview or sharpening your spreadsheet knowledge, these questions will help you practice.
Subscribe to @tech_jroshan for more Excel tutorials and weekly practice quizzes.

Python Day - 3 Python Operators
https://youtu.be/0EWKG4Yg84w
Python Day 2 - Python Variables & Data Types
https://youtu.be/aeG6QZV5uvI
Python Day 1 - Python Fundamentals
https://youtu.be/nlp5OdBlKZY
Min-Max Scaling vs Standardization
youtube.com/shorts/_lPSx0wEp6...
Feature Scaling: Z-Score vs Min-Max Explained! ⚑
youtube.com/shorts/XynFJNBcjS...
SQL Where vs Group By vs Having
https://youtu.be/t7v6E1GdvwI
Data Science Journey Day 16: Normal Distribution Masterclass
youtube.com/shorts/ZhIAS6oigt...
Variance & Standard Deviation: Data ka asli sach πŸ“Š
youtube.com/shorts/SXS52Zsi9a...
Probability Basics - Data Science Foundation
youtube.com/shorts/-YHgGWONdS...
Mean vs Median: Salary confuse karti hai? πŸ“Š
https://youtu.be/O73aHS2o5QU
πŸ”₯ DAY 1 β€” MACHINE LEARNING INTERVIEW QUESTION
https://youtu.be/4dbJOeL3oqw
Most people get this ML question wrong
https://youtu.be/MTyUw4SsEkU
πŸ”₯Can you solve this ML interview question?
https://youtu.be/GpqNHdZatSM
Which algorithm predicts continuous values?
https://youtu.be/hLpuPFHDOsM
Do you know the answer to this ML question?
https://youtu.be/iLpEwtpyD08
Test your ML knowledge: Question 6 🎯
https://youtu.be/k-458-VBnC0
MACHINE LEARNING - day 7
https://youtu.be/-Ff_vZ0EpGU
Data Analytics Projects Structured
youtube.com/shorts/_tloG2YuI0...
Data Cleaning Flow / Pipeline
youtube.com/shorts/Hj0OtrHZtJ...
Machine Learning Full Course Introduction
youtube.com/shorts/oasej-WSt2...
Why Fresher Don't Crack Any Interview
youtube.com/shorts/zNRAzq8NZB...
Data Science Reality 🎯
youtube.com/shorts/BzUi3QjAAC...
Data Analytics & Data Science Projects Idea
lnkd.in/gR-E8Y6X
Top AI Models
youtube.com/shorts/qU-UZXcsMp...
AI Hallucinations youtube.com/shorts/df6mmxOduR...
Biggest Challenge in Data Science
youtube.com/shorts/AY2Y_kFK2W...
πŸ”₯ Join Groups for the latest Update and Notes:-
whatsapp.com/channel/0029Va53iL3D8SE74GZFsz3i

🎯 Test Your SQL Skills – Free Quiz!
forms.gle/Afux5noATe5qRgB9A
🌈Join my YouTube channel for in-depth discussions
youtube.com/@tech_jroshan
πŸ”—let's build a strong professional community together. Connect now!
www.linkedin.com/in/roshan-jha-tech

Join Telegram for latest Notes and Update
t.me/techjroshan
Please ping your questions or query πŸ”₯

#DataAnalysis #DataAnalytics #DataAnalyst #Excel #ExcelTips #ExcelQuiz #DataAnalysisQuiz #DataScience #SQL #Python #PowerBI #Analytics #LearnExcel #DataSkills #TechQuiz

3 days ago | [YT] | 3

Tech - Jroshan

πŸ“Š Are you a Data Analyst? Prove it!
Only 50% get this Data Quiz right
Question:
Which of the following is a categorical variable?
A. πŸ”ΈAge
B.πŸ”Έ Salary
C.πŸ”ΈDepartment
D.πŸ”ΈHeight

πŸ‘‰ Comment your answer: A, B, C, or D
πŸ’‘ Think carefully before answering!
Tomorrow: Answer + simple explanation πŸš€
Follow for daily Data Analysis, SQL, Python & BI quizzes.

#DataAnalysis #DataAnalytics #DataAnalyst #DataScience #DataAnalysisQuiz #Analytics #SQL #Python #PowerBI #DataSkills #LearnDataAnalysis #TechQuiz #DataCareer #BusinessAnalytics #Quiz

4 days ago | [YT] | 3

Tech - Jroshan

❀️ IN – My Favorite People
SELECT *
FROM people
WHERE name IN ('You');

πŸ’˜ Some people matter more.

πŸ“Š Data Lesson: Filter multiple values easily.

πŸ”₯ DAY 1 β€” MACHINE LEARNING INTERVIEW QUESTION
https://youtu.be/4dbJOeL3oqw

Most people get this ML question wrong
https://youtu.be/MTyUw4SsEkU

πŸ”₯Can you solve this ML interview question?
https://youtu.be/GpqNHdZatSM

Which algorithm predicts continuous values?
https://youtu.be/hLpuPFHDOsM

Do you know the answer to this ML question?
https://youtu.be/iLpEwtpyD08

Test your ML knowledge: Question 6 🎯
https://youtu.be/k-458-VBnC0

MACHINE LEARNING - day 7
https://youtu.be/-Ff_vZ0EpGU

Min-Max Scaling vs Standardization
youtube.com/shorts/_lPSx0wEp6...
Feature Scaling: Z-Score vs Min-Max Explained! ⚑
youtube.com/shorts/XynFJNBcjS...

Data Science Journey Day 16: Normal Distribution Masterclass
youtube.com/shorts/ZhIAS6oigt...

Variance & Standard Deviation: Data ka asli sach πŸ“Š
youtube.com/shorts/SXS52Zsi9a...

Probability Basics - Data Science Foundation
youtube.com/shorts/-YHgGWONdS...

Mean vs Median: Salary confuse karti hai? πŸ“Š
https://youtu.be/O73aHS2o5QU


Data Analytics Projects Structured
youtube.com/shorts/_tloG2YuI0...

Data Cleaning Flow / Pipeline
youtube.com/shorts/Hj0OtrHZtJ...

Machine Learning Full Course Introduction
youtube.com/shorts/oasej-WSt2...

Why Fresher Don't Crack Any Interview
youtube.com/shorts/zNRAzq8NZB...

Data Science Reality 🎯
youtube.com/shorts/BzUi3QjAAC...

Data Analytics & Data Science Projects Idea
lnkd.in/gR-E8Y6X

Top AI Models
youtube.com/shorts/qU-UZXcsMp...

AI Hallucinations youtube.com/shorts/df6mmxOduR...

Biggest Challenge in Data Science
youtube.com/shorts/AY2Y_kFK2W...

Save this for your next SQL interview.
Python Completed Roadmap 2026
lnkd.in/p/gF5dQsBr

Machine Learning Roadmap 2026
youtube.com/shorts/7Nz_TZv-EJ...

Find the second Highest Salary
youtube.com/shorts/MtVmHVw9Lx...

Email Spam Prediction
youtube.com/shorts/ua1GArmH5Z...

NLP Projects
youtube.com/shorts/dmbal5j5aP...

Customer Churn Prediction
youtube.com/shorts/3CxknSP7PG...

Machine Learning Projects
youtube.com/shorts/mKb0gdPHUJ...

Data Scientist vs Data Analytics
youtube.com/shorts/Zweu4nQxXz...

Structured vs Un Structured
youtube.com/shorts/e3qMUk6F8U...

3 Types of data you must know
youtube.com/shorts/Mh4kHyA6rD...

πŸ”₯ Join Groups for the latest Update and Notes:-
whatsapp.com/channel/0029Va53iL3D8SE74GZFsz3i

🎯 Test Your SQL Skills – Free Quiz!
forms.gle/Afux5noATe5qRgB9A

🌈Join my YouTube channel for in-depth discussions
youtube.com/@tech_jroshan

πŸ”—let's build a strong professional community together. Connect now!
www.linkedin.com/in/roshan-jha-tech

Please ping your questions or query πŸ”₯


#Python #SQL #DataAnalysis #DataScience #LeetCode #ProblemSolving #Statistics #InterviewQuestions #MachineLearningEngineering #InterviewTips #ProblemSolving #QuestionsAnswering #DataAnalytics

πŸ”₯ DAY 1 β€” MACHINE LEARNING INTERVIEW QUESTION
https://youtu.be/4dbJOeL3oqw

Most people get this ML question wrong
https://youtu.be/MTyUw4SsEkU

πŸ”₯Can you solve this ML interview question?
https://youtu.be/GpqNHdZatSM

Which algorithm predicts continuous values?
https://youtu.be/hLpuPFHDOsM

Do you know the answer to this ML question?
https://youtu.be/iLpEwtpyD08

Test your ML knowledge: Question 6 🎯
https://youtu.be/k-458-VBnC0

MACHINE LEARNING - day 7
https://youtu.be/-Ff_vZ0EpGU


Data Analytics Projects Structured
youtube.com/shorts/_tloG2YuI0...

Data Cleaning Flow / Pipeline
youtube.com/shorts/Hj0OtrHZtJ...

Machine Learning Full Course Introduction
youtube.com/shorts/oasej-WSt2...

Why Fresher Don't Crack Any Interview
youtube.com/shorts/zNRAzq8NZB...

Data Science Reality 🎯
youtube.com/shorts/BzUi3QjAAC...

Data Analytics & Data Science Projects Idea
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Top AI Models
youtube.com/shorts/qU-UZXcsMp...

AI Hallucinations youtube.com/shorts/df6mmxOduR...

Biggest Challenge in Data Science
youtube.com/shorts/AY2Y_kFK2W...

Save this for your next SQL interview.
Python Completed Roadmap 2026
lnkd.in/p/gF5dQsBr

Machine Learning Roadmap 2026
youtube.com/shorts/7Nz_TZv-EJ...

Find the second Highest Salary
youtube.com/shorts/MtVmHVw9Lx...

Email Spam Prediction
youtube.com/shorts/ua1GArmH5Z...

NLP Projects
youtube.com/shorts/dmbal5j5aP...

Customer Churn Prediction
youtube.com/shorts/3CxknSP7PG...

Machine Learning Projects
youtube.com/shorts/mKb0gdPHUJ...

Data Scientist vs Data Analytics
youtube.com/shorts/Zweu4nQxXz...

Structured vs Un Structured
youtube.com/shorts/e3qMUk6F8U...

3 Types of data you must know
youtube.com/shorts/Mh4kHyA6rD...

πŸ”₯ Join Groups for the latest Update and Notes:-
whatsapp.com/channel/0029Va53iL3D8SE74GZFsz3i

🎯 Test Your SQL Skills – Free Quiz!
forms.gle/Afux5noATe5qRgB9A

🌈Join my YouTube channel for in-depth discussions
youtube.com/@tech_jroshan

πŸ”—let's build a strong professional community together. Connect now!
www.linkedin.com/in/roshan-jha-tech

Please ping your questions or query πŸ”₯


#Python #SQL #DataAnalysis #DataScience #LeetCode #ProblemSolving #Statistics #InterviewQuestions #MachineLearningEngineering #InterviewTips #ProblemSolving #QuestionsAnswering #DataAnalytics

5 days ago | [YT] | 2

Tech - Jroshan

DAY 1 β€” DATA ANALYSIS QUIZ πŸ“Š

Question:
What is the primary goal of data analysis?

A.πŸ”Έ Store as much data as possible
B.πŸ”Έ Turn data into meaningful insights
C.πŸ”Έ Create more databases
D.πŸ”ΈRemove all numerical data

πŸ‘‰ Comment your answer: A, B, C, or D

Don’t check the answer yet! πŸ‘€
Let’s see how many Data Analysts get this right. πŸ“ˆ

Follow for daily Data Analysis & SQL quizzes.

#DataAnalysis #DataAnalytics #DataAnalyst #DataScience #SQL #Python #PowerBI #DataVisualization #Analytics #LearnDataAnalysis #DataAnalysisQuiz #TechQuiz #DataCareer #DataSkills #InstagramLearning

6 days ago | [YT] | 3

Tech - Jroshan

πŸ“Š DATA ANALYSIS QUIZ

πŸ”₯ CAN YOU GET THIS DATA QUESTION RIGHT?

Which measure is commonly used to describe the spread or variability of data?

πŸ…°οΈ Mean
πŸ…±οΈ Median
πŸ…² Standard Deviation
πŸ…³ Mode

πŸ€” What’s your answer?
πŸ‘‡ Comment A, B, C, or D

🚫 Don’t Google it. Don’t use AI.
Test your Data Analysis knowledge honestly!

πŸ’‘ Quick Tip:
Think about the measure that tells you how much values typically vary from the mean.

πŸ”₯ 17 DAYS OF DATA ANALYSIS!
How many have you got right so far? 🎯

πŸ“Œ Save this quiz for your interview preparation.
πŸ‘₯ Tag a friend and challenge them!
πŸš€ Follow @tech_jroshan for daily Data Analysis, SQL, Excel, Python & BI quizzes.

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1 week ago (edited) | [YT] | 3