Eurofins is hiring!
Position: Associate Software Engineer
Qualifications: Bachelor's/ Master’s Degree
Salary: 8.7 LPA (Expected)
Experience: Freshers (0 - 1 Years)
Location: Bangalore, India
📌Apply Now: https://jobs.smartrecruiters.com/Eurofins/744000018924766-associate-software-engineer-sharepoint
Best Placement Resources: https://topmate.io/sumit_kumar80/1148833
Position: Associate Software Engineer
Qualifications: Bachelor's/ Master’s Degree
Salary: 8.7 LPA (Expected)
Experience: Freshers (0 - 1 Years)
Location: Bangalore, India
📌Apply Now: https://jobs.smartrecruiters.com/Eurofins/744000018924766-associate-software-engineer-sharepoint
Best Placement Resources: https://topmate.io/sumit_kumar80/1148833
Eurofins
Eurofins is looking for a Associate Software Engineer - Sharepoint in Bengaluru, Karnataka, India
POSITION TITLE: Associate Software Engineer:REPORTING TO: “Collaborative Platforms and IT Tools” ManagerWORKING LOCATION: Bangalore, IndiaOBJECTIVE: Eurofins Collaborative Platforms and IT Tools T...
👍1
Complete 14-day roadmap to learn SQL learning:
Day 1: Introduction to Databases
- Understand the concept of databases and their importance.
- Learn about relational databases and SQL.
- Explore the basic structure of SQL queries.
Day 2: Basic SQL Syntax
- Learn SQL syntax: statements, clauses, and keywords.
- Understand the SELECT statement for retrieving data.
- Practice writing basic SELECT queries with conditions and filters.
Day 3: Retrieving Data from Multiple Tables
- Learn about joins: INNER JOIN, LEFT JOIN, RIGHT JOIN.
- Understand how to retrieve data from multiple tables using joins.
- Practice writing queries involving multiple tables.
Day 4: Aggregate Functions
- Learn about aggregate functions: COUNT, SUM, AVG, MIN, MAX.
- Understand how to use aggregate functions to perform calculations on data.
- Practice writing queries with aggregate functions.
Day 5: Subqueries
- Learn about subqueries and their role in SQL.
- Understand how to use subqueries in SELECT, WHERE, and FROM clauses.
- Practice writing queries with subqueries.
Day 6: Data Manipulation Language (DML)
- Learn about DML commands: INSERT, UPDATE, DELETE.
- Understand how to add, modify, and delete data in a database.
- Practice writing DML statements.
Day 7: Data Definition Language (DDL)
- Learn about DDL commands: CREATE TABLE, ALTER TABLE, DROP TABLE.
- Understand constraints: PRIMARY KEY, FOREIGN KEY, UNIQUE, NOT NULL.
- Practice designing database schemas and creating tables.
Day 8: Data Control Language (DCL)
- Learn about DCL commands: GRANT, REVOKE for managing user permissions.
- Understand how to control access to database objects.
- Practice granting and revoking permissions.
Day 9: Transactions
- Understand the concept of transactions in SQL.
- Learn about transaction control commands: COMMIT, ROLLBACK.
- Practice managing transactions.
Day 10: Views
- Learn about views and their benefits.
- Understand how to create, modify, and drop views.
- Practice creating views.
Day 11: Indexes
- Learn about indexes and their role in database optimization.
- Understand different types of indexes (e.g., B-tree, hash).
- Practice creating and managing indexes.
Day 12: Optimization Techniques
- Explore optimization techniques such as query tuning and normalization.
- Understand the importance of database design for optimization.
- Practice optimizing SQL queries.
Day 13: Review and Practice
- Review all concepts covered in the previous days.
- Work on sample projects or exercises to reinforce learning.
- Take practice quizzes or tests.
Day 14: Final Review and Projects
- Review all concepts learned throughout the 14 days.
- Work on a final project to apply SQL knowledge.
- Seek out additional resources or tutorials if needed.
Here are some practical SQL syntax examples for each day of your learning journey:
Day 1: Introduction to Databases
- Syntax to select all columns from a table:
Day 2: Basic SQL Syntax
- Syntax to select specific columns from a table:
Day 3: Retrieving Data from Multiple Tables
- Syntax for INNER JOIN to retrieve data from two tables:
Day 4: Aggregate Functions
- Syntax for COUNT to count the number of rows in a table:
Day 5: Subqueries
- Syntax for using a subquery in the WHERE clause:
Day 6: Data Manipulation Language (DML)
- Syntax for INSERT to add data into a table:
Here you can find essential SQL Interview Resources👇
https://topmate.io/sumit_kumar80/1151675
Like this post if you need more 👍❤️
Hope it helps :)
Day 1: Introduction to Databases
- Understand the concept of databases and their importance.
- Learn about relational databases and SQL.
- Explore the basic structure of SQL queries.
Day 2: Basic SQL Syntax
- Learn SQL syntax: statements, clauses, and keywords.
- Understand the SELECT statement for retrieving data.
- Practice writing basic SELECT queries with conditions and filters.
Day 3: Retrieving Data from Multiple Tables
- Learn about joins: INNER JOIN, LEFT JOIN, RIGHT JOIN.
- Understand how to retrieve data from multiple tables using joins.
- Practice writing queries involving multiple tables.
Day 4: Aggregate Functions
- Learn about aggregate functions: COUNT, SUM, AVG, MIN, MAX.
- Understand how to use aggregate functions to perform calculations on data.
- Practice writing queries with aggregate functions.
Day 5: Subqueries
- Learn about subqueries and their role in SQL.
- Understand how to use subqueries in SELECT, WHERE, and FROM clauses.
- Practice writing queries with subqueries.
Day 6: Data Manipulation Language (DML)
- Learn about DML commands: INSERT, UPDATE, DELETE.
- Understand how to add, modify, and delete data in a database.
- Practice writing DML statements.
Day 7: Data Definition Language (DDL)
- Learn about DDL commands: CREATE TABLE, ALTER TABLE, DROP TABLE.
- Understand constraints: PRIMARY KEY, FOREIGN KEY, UNIQUE, NOT NULL.
- Practice designing database schemas and creating tables.
Day 8: Data Control Language (DCL)
- Learn about DCL commands: GRANT, REVOKE for managing user permissions.
- Understand how to control access to database objects.
- Practice granting and revoking permissions.
Day 9: Transactions
- Understand the concept of transactions in SQL.
- Learn about transaction control commands: COMMIT, ROLLBACK.
- Practice managing transactions.
Day 10: Views
- Learn about views and their benefits.
- Understand how to create, modify, and drop views.
- Practice creating views.
Day 11: Indexes
- Learn about indexes and their role in database optimization.
- Understand different types of indexes (e.g., B-tree, hash).
- Practice creating and managing indexes.
Day 12: Optimization Techniques
- Explore optimization techniques such as query tuning and normalization.
- Understand the importance of database design for optimization.
- Practice optimizing SQL queries.
Day 13: Review and Practice
- Review all concepts covered in the previous days.
- Work on sample projects or exercises to reinforce learning.
- Take practice quizzes or tests.
Day 14: Final Review and Projects
- Review all concepts learned throughout the 14 days.
- Work on a final project to apply SQL knowledge.
- Seek out additional resources or tutorials if needed.
Here are some practical SQL syntax examples for each day of your learning journey:
Day 1: Introduction to Databases
- Syntax to select all columns from a table:
SELECT * FROM table_name;
Day 2: Basic SQL Syntax
- Syntax to select specific columns from a table:
SELECT column1, column2 FROM table_name;
Day 3: Retrieving Data from Multiple Tables
- Syntax for INNER JOIN to retrieve data from two tables:
SELECT orders.order_id, customers.customer_name
FROM orders
INNER JOIN customers ON orders.customer_id = customers.customer_id;
Day 4: Aggregate Functions
- Syntax for COUNT to count the number of rows in a table:
SELECT COUNT(*) FROM table_name;
Day 5: Subqueries
- Syntax for using a subquery in the WHERE clause:
SELECT column1, column2
FROM table_name
WHERE column1 IN (SELECT column1 FROM another_table WHERE condition);
Day 6: Data Manipulation Language (DML)
- Syntax for INSERT to add data into a table:
INSERT INTO table_name (column1, column2) VALUES (value1, value2);
Here you can find essential SQL Interview Resources👇
https://topmate.io/sumit_kumar80/1151675
Like this post if you need more 👍❤️
Hope it helps :)
topmate.io
Data science Job + Placement with Sumit Kumar
For College and Working Professional
🔹 Placement Ready in 3 Months! 🔹
1. Month 1: Aptitude
- Quantitative Aptitude, Logical Reasoning, Verbal Ability
- Daily practice and mock tests
2. Month 1 & 2: Course Fundamentals
- OOPS, DBMS, OS, CN, Java, C++
- Study plan and resources
3. Months 1, 2, & 3: Coding
- Data Structures and Algorithms (DSA)
- Practice on platforms like Hackerrank, Codechef, and Leetcode
4. Projects, Skills, and Internships
- Full-stack or ML projects
- Internship experiences and interview prep
5. Month 3: Mock Interviews
- Practice with Pramp and peers
Top Coding Interview Resources to prepare for Microsoft, Amazon, Meta, Apple, Adobe, VMware, Visa, Twitter, LinkedIn, JP Morgan, Goldman Sachs, Oracle and Walmart 👇👇
https://topmate.io/sumit_kumar80/1148833
All the best 👍👍
1. Month 1: Aptitude
- Quantitative Aptitude, Logical Reasoning, Verbal Ability
- Daily practice and mock tests
2. Month 1 & 2: Course Fundamentals
- OOPS, DBMS, OS, CN, Java, C++
- Study plan and resources
3. Months 1, 2, & 3: Coding
- Data Structures and Algorithms (DSA)
- Practice on platforms like Hackerrank, Codechef, and Leetcode
4. Projects, Skills, and Internships
- Full-stack or ML projects
- Internship experiences and interview prep
5. Month 3: Mock Interviews
- Practice with Pramp and peers
Top Coding Interview Resources to prepare for Microsoft, Amazon, Meta, Apple, Adobe, VMware, Visa, Twitter, LinkedIn, JP Morgan, Goldman Sachs, Oracle and Walmart 👇👇
https://topmate.io/sumit_kumar80/1148833
All the best 👍👍
topmate.io
Ultimate Placement Coding Resources with Sumit Kumar
Ultimate Placement materials (top 10 companies)
Ask Questions That Matter!
At the end of an interview, most candidates stick to the standard question, “What are the next steps?”
While this is perfectly fine, it’s a golden opportunity to stand out by asking more thoughtful questions.
📌Here are some alternative questions to consider:
1. Can you describe the team I would be working with?
2. What are the key challenges the team is currently facing?
3. How does this role contribute to the company's overall goals?
4. What opportunities for growth and development does the company offer?
By asking thoughtful questions, you not only gain valuable information but also leave a lasting impression on your interviewers.
So, take a moment to think beyond the basics—your curiosity could set you apart as the ideal candidate!
Best Placement resource for limited time: https://topmate.io/sumit_kumar80/1261910
Remember, interviews are a two-way street!
At the end of an interview, most candidates stick to the standard question, “What are the next steps?”
While this is perfectly fine, it’s a golden opportunity to stand out by asking more thoughtful questions.
📌Here are some alternative questions to consider:
1. Can you describe the team I would be working with?
2. What are the key challenges the team is currently facing?
3. How does this role contribute to the company's overall goals?
4. What opportunities for growth and development does the company offer?
By asking thoughtful questions, you not only gain valuable information but also leave a lasting impression on your interviewers.
So, take a moment to think beyond the basics—your curiosity could set you apart as the ideal candidate!
Best Placement resource for limited time: https://topmate.io/sumit_kumar80/1261910
Remember, interviews are a two-way street!
topmate.io
Ultimate Placement Resource with Sumit Kumar
Get instant placement resource with TCS resource as bonus
👍1
📌Synopsys is hiring for Software Engineer
Experience: 0 - 1 years
Expected Salary: 7-15 LPA
Apply here: https://careers.synopsys.com/job/-/-/44408/71068434688?codes=OT
📌MSCI is hiring for Data Engineer (Associate)
Experience: 0 - 1 year's
Expected Salary: 14-25 LPA
Apply here: https://careers.msci.com/job/data/pune/data-engineer-associate/2024-1929?mode=apply&iis=LinkedIn
📌Genrobotics is hiring for Software Engineer Trainee
Experience: 0 - 1 year's
Apply here: https://www.linkedin.com/jobs/view/4046131453/?alternateChannel=search
📌Qualitest is hiring for Grad Engineer
Experience: 0 - 1 year's
Expected Salary: 4-7 LPA
Apply here: https://careers.qualitestgroup.com/job/Bangalore-Grad-Engineer-560045/30301944/
Best Placement🎁 Resources:https://topmate.io/sumit_kumar80/1261910
Experience: 0 - 1 years
Expected Salary: 7-15 LPA
Apply here: https://careers.synopsys.com/job/-/-/44408/71068434688?codes=OT
📌MSCI is hiring for Data Engineer (Associate)
Experience: 0 - 1 year's
Expected Salary: 14-25 LPA
Apply here: https://careers.msci.com/job/data/pune/data-engineer-associate/2024-1929?mode=apply&iis=LinkedIn
📌Genrobotics is hiring for Software Engineer Trainee
Experience: 0 - 1 year's
Apply here: https://www.linkedin.com/jobs/view/4046131453/?alternateChannel=search
📌Qualitest is hiring for Grad Engineer
Experience: 0 - 1 year's
Expected Salary: 4-7 LPA
Apply here: https://careers.qualitestgroup.com/job/Bangalore-Grad-Engineer-560045/30301944/
Best Placement🎁 Resources:https://topmate.io/sumit_kumar80/1261910
Company
Working at Synopsys
Browse available job openings at Synopsys
Siemens DevOps Intern Dubai
Batch: 2026/2025
Apply- https://jobs.siemens.com/careers/job/563156121257488?hl=en&sourceType=PREMIUM_POST_SITE&domain=siemens.com
GrowthX Backend Developer Intern Remote
Batch: 2026/2025/2024
Apply- https://careers.growthx.club/jobs/j_tX343roQZv/backend-developer-intern-remote?ft_source=6000485257&ft_medium=6000436987
Prodigal Product Intern Mumbai
Batch: 2026/2025
Apply- https://boards.greenhouse.io/prodigal/jobs/4534117007?gh_src=9c0ad5d37us
Qualcomm Intern AI and DSP Software Engineering Canada
Batch: 2026/2025
Apply- https://careers.qualcomm.com/careers/job/446702039825?hl=en-US&domain=qualcomm.com&source=APPLICANT_SOURCE-6-2
Vance Frontend Engineering Intern Bangalore
Batch: Not mentioned
Apply- https://jobs.ashbyhq.com/Vance/37db8cde-d51f-4bba-b312-7b729d09bc2d/application?utm_source=r9bA27AdXn
Athena Health Product Engineering Intern Bangalore
Batch: Not mentioned
Apply- https://careers.athenahealth.com/us/en/job/ATHAHHUSR11291EXTERNALENUS/Product-Engineering-Intern?utm_source=linkedin&utm_medium=phenom-feeds
Tower Research ML Intern Gurgaon
Batch: 2026/2025/2024
Apply- https://boards.greenhouse.io/embed/job_app?token=6114125&gh_src=be8ebc4b1&source=LinkedIn
AMD Intern Bangalore
Batch: Not mentioned
Apply- https://careers.amd.com/careers-home/jobs/53068?lang=en-us&iis=Job%20Board&iisn=Linkedin
Festival Offer Limited time🎁
Best Placement Resources:👇 https://topmate.io/sumit_kumar80/1261910
Batch: 2026/2025
Apply- https://jobs.siemens.com/careers/job/563156121257488?hl=en&sourceType=PREMIUM_POST_SITE&domain=siemens.com
GrowthX Backend Developer Intern Remote
Batch: 2026/2025/2024
Apply- https://careers.growthx.club/jobs/j_tX343roQZv/backend-developer-intern-remote?ft_source=6000485257&ft_medium=6000436987
Prodigal Product Intern Mumbai
Batch: 2026/2025
Apply- https://boards.greenhouse.io/prodigal/jobs/4534117007?gh_src=9c0ad5d37us
Qualcomm Intern AI and DSP Software Engineering Canada
Batch: 2026/2025
Apply- https://careers.qualcomm.com/careers/job/446702039825?hl=en-US&domain=qualcomm.com&source=APPLICANT_SOURCE-6-2
Vance Frontend Engineering Intern Bangalore
Batch: Not mentioned
Apply- https://jobs.ashbyhq.com/Vance/37db8cde-d51f-4bba-b312-7b729d09bc2d/application?utm_source=r9bA27AdXn
Athena Health Product Engineering Intern Bangalore
Batch: Not mentioned
Apply- https://careers.athenahealth.com/us/en/job/ATHAHHUSR11291EXTERNALENUS/Product-Engineering-Intern?utm_source=linkedin&utm_medium=phenom-feeds
Tower Research ML Intern Gurgaon
Batch: 2026/2025/2024
Apply- https://boards.greenhouse.io/embed/job_app?token=6114125&gh_src=be8ebc4b1&source=LinkedIn
AMD Intern Bangalore
Batch: Not mentioned
Apply- https://careers.amd.com/careers-home/jobs/53068?lang=en-us&iis=Job%20Board&iisn=Linkedin
Festival Offer Limited time🎁
Best Placement Resources:👇 https://topmate.io/sumit_kumar80/1261910
👍1
𝐀𝐢𝐫𝐛𝐧𝐛 - 𝐖𝐨𝐫𝐤 𝐅𝐫𝐨𝐦 𝐇𝐨𝐦𝐞!
Position: Associate
Qualification: Bachelor's/ Master’s Degree
Salary: 4.2 - 7.7 LPA (Expected)
Experience: Freshers/ Experienced
Location: Home (Remote)
📌Apply Now: https://careers.airbnb.com/positions/6311254/
Placement resource:
https://topmate.io/sumit_kumar80/1261910
Position: Associate
Qualification: Bachelor's/ Master’s Degree
Salary: 4.2 - 7.7 LPA (Expected)
Experience: Freshers/ Experienced
Location: Home (Remote)
📌Apply Now: https://careers.airbnb.com/positions/6311254/
Placement resource:
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🌟 Exciting Career Opportunities in Tech!
🎁✅Best Placement Resources:
https://topmate.io/sumit_kumar80/1261910
1. Lowe’s
- Role: Associate Software Engineer
- Batch: 2023/2024 passouts
- 👉 Apply Here • https://talent.lowes.com/in/en/job/JR-01854460/Associate-Software-Engineer
---
2. Tata 1mg
- Role: SDE 1
- Batch: 2021/2022/2023 passouts
- 👉 Apply Here • https://1mg.darwinbox.in/ms/candidate/careers/a66fa3db752e44
---
3. Baker Hughes
- Role: Early Career Trainee - Software Engineering
- Batch: 2024 graduates only
- 👉 Apply Here • https://careers.bakerhughes.com/global/en/job/BAHUGLOBALR132004/Early-Career-Trainee-Software-Engineering
---
4. Dream11
- Role: Software Engineer - I
- Batch: 2022/2023/2024 passouts
- 👉 Apply Here • https://jobs.lever.co/dreamsports/93fe293c-f410-481e-93f4-005795c29788
---
5. Justmove.fun
- Role: ML Engineer Intern
- Duration: 2 months
- Batch: 2025/2026 passouts eligible
- Stipend: ₹20,000 - ₹40,000 per month
- 👉 Apply Here • https://cuvette.tech/app/public/internship/67091d0985ad6334f5d68609?referralCode=8T994D
---
6. Nestlé
- Program: Nesternship 2024
- Eligibility: All college-going students (core branches)
- 👉 Apply Here • https://www.nestle.in/jobs/students-graduates/nesternship-internship-program
---
7. Razorpay
- Role: Software Development Engineer (SDE)
- Batch: 2021/2022/2023 passouts eligible
- CTC: ₹10 - ₹14 LPA
- 👉 Apply Here • https://cuvette.tech/app/other-jobs/670e8bf911c05ed6de2b88d9?referralCode=8T994D
---
Don't miss out on these tremendous opportunities to kickstart your career in tech! 🚀 Apply now and take the next step towards your professional journey. Good luck! 🍀
🎁✅Best Placement Resources:
https://topmate.io/sumit_kumar80/1261910
1. Lowe’s
- Role: Associate Software Engineer
- Batch: 2023/2024 passouts
- 👉 Apply Here • https://talent.lowes.com/in/en/job/JR-01854460/Associate-Software-Engineer
---
2. Tata 1mg
- Role: SDE 1
- Batch: 2021/2022/2023 passouts
- 👉 Apply Here • https://1mg.darwinbox.in/ms/candidate/careers/a66fa3db752e44
---
3. Baker Hughes
- Role: Early Career Trainee - Software Engineering
- Batch: 2024 graduates only
- 👉 Apply Here • https://careers.bakerhughes.com/global/en/job/BAHUGLOBALR132004/Early-Career-Trainee-Software-Engineering
---
4. Dream11
- Role: Software Engineer - I
- Batch: 2022/2023/2024 passouts
- 👉 Apply Here • https://jobs.lever.co/dreamsports/93fe293c-f410-481e-93f4-005795c29788
---
5. Justmove.fun
- Role: ML Engineer Intern
- Duration: 2 months
- Batch: 2025/2026 passouts eligible
- Stipend: ₹20,000 - ₹40,000 per month
- 👉 Apply Here • https://cuvette.tech/app/public/internship/67091d0985ad6334f5d68609?referralCode=8T994D
---
6. Nestlé
- Program: Nesternship 2024
- Eligibility: All college-going students (core branches)
- 👉 Apply Here • https://www.nestle.in/jobs/students-graduates/nesternship-internship-program
---
7. Razorpay
- Role: Software Development Engineer (SDE)
- Batch: 2021/2022/2023 passouts eligible
- CTC: ₹10 - ₹14 LPA
- 👉 Apply Here • https://cuvette.tech/app/other-jobs/670e8bf911c05ed6de2b88d9?referralCode=8T994D
---
Don't miss out on these tremendous opportunities to kickstart your career in tech! 🚀 Apply now and take the next step towards your professional journey. Good luck! 🍀
topmate.io
Ultimate Placement Resource with Sumit Kumar
Get instant placement resource with TCS resource as bonus
Job Opportunities
1. Dream 11 - SDE 1: Apply for a Software Development Engineer 1 role at Dream 11, suitable for candidates with 0-2 years of experience. Apply here • https://jobs.lever.co/dreamsports/93fe293c-f410-481e-93f4-005795c29788.
2. Synopsys - Software Engineer: This role is for a Software Engineer at Synopsys, specifically for 2024 graduates (2025 graduates can apply, but the chances are very low). Apply here • https://careers.synopsys.com/job/-/-/44408/71068434688?codes=OT.
3. Lowe's - Associate Software Engineer: You can apply for an Associate Software Engineer position at Lowe's. Apply here • https://talent.lowes.com/in/en/job/JR-01854460/Associate-Software-Engineer.
🎁✅Resources:https://topmate.io/sumit_kumar80/1261910
1. Dream 11 - SDE 1: Apply for a Software Development Engineer 1 role at Dream 11, suitable for candidates with 0-2 years of experience. Apply here • https://jobs.lever.co/dreamsports/93fe293c-f410-481e-93f4-005795c29788.
2. Synopsys - Software Engineer: This role is for a Software Engineer at Synopsys, specifically for 2024 graduates (2025 graduates can apply, but the chances are very low). Apply here • https://careers.synopsys.com/job/-/-/44408/71068434688?codes=OT.
3. Lowe's - Associate Software Engineer: You can apply for an Associate Software Engineer position at Lowe's. Apply here • https://talent.lowes.com/in/en/job/JR-01854460/Associate-Software-Engineer.
🎁✅Resources:https://topmate.io/sumit_kumar80/1261910
Must Study: These are the important Questions for Data Analyst ✅
SQL
1. How do you handle NULL values in SQL queries, and why is it important?
2. What is the difference between INNER JOIN and OUTER JOIN, and when would you use each?
3. How do you implement transaction control in SQL Server?
Excel
1. How do you use pivot tables to analyze large datasets in Excel?
2. What are Excel's built-in functions for statistical analysis, and how do you use them?
3. How do you create interactive dashboards in Excel?
Power BI
1. How do you optimize Power BI reports for performance?
2. What is the role of DAX (Data Analysis Expressions) in Power BI, and how do you use it?
3. How do you handle real-time data streaming in Power BI?
Python
1. How do you use Pandas for data manipulation, and what are some advanced features?
2. How do you implement machine learning models in Python, from data preparation to deployment?
3. What are the best practices for handling large datasets in Python?
Data Visualization
1. How do you choose the right visualization technique for different types of data?
2. What is the importance of color theory in data visualization?
3. How do you use tools like Tableau or Power BI for advanced data storytelling?
I have curated best 80+ top-notch Data Analytics Resources 👇👇
https://topmate.io/sumit_kumar80/1151675
Hope this helps you 😊
SQL
1. How do you handle NULL values in SQL queries, and why is it important?
2. What is the difference between INNER JOIN and OUTER JOIN, and when would you use each?
3. How do you implement transaction control in SQL Server?
Excel
1. How do you use pivot tables to analyze large datasets in Excel?
2. What are Excel's built-in functions for statistical analysis, and how do you use them?
3. How do you create interactive dashboards in Excel?
Power BI
1. How do you optimize Power BI reports for performance?
2. What is the role of DAX (Data Analysis Expressions) in Power BI, and how do you use it?
3. How do you handle real-time data streaming in Power BI?
Python
1. How do you use Pandas for data manipulation, and what are some advanced features?
2. How do you implement machine learning models in Python, from data preparation to deployment?
3. What are the best practices for handling large datasets in Python?
Data Visualization
1. How do you choose the right visualization technique for different types of data?
2. What is the importance of color theory in data visualization?
3. How do you use tools like Tableau or Power BI for advanced data storytelling?
I have curated best 80+ top-notch Data Analytics Resources 👇👇
https://topmate.io/sumit_kumar80/1151675
Hope this helps you 😊
topmate.io
Data science Job + Placement with Sumit Kumar
For College and Working Professional
Here are some interview preparation tips 👇👇
Technical Interview
1. Review Core Concepts:
- Data Structures: Be comfortable with LinkedLists, Trees, Graphs, and their representations.
- Algorithms: Brush up on searching and sorting algorithms, time complexities, and common algorithms (like Dijkstra’s or A*).
- Programming Languages: Ensure you understand the language you are most comfortable with (e.g., C++, Java, Python) and know its standard library functions.
2. Practice Coding Problems:
- Utilize platforms like LeetCode, HackerRank, or CodeSignal to practice medium-level coding questions. Focus on common patterns and problem-solving strategies.
3. Mock Interviews: Conduct mock technical interviews with peers or mentors to build confidence and receive feedback.
Personal Interview
1. Prepare Your Story:
- Outline your educational journey, achievements, and any relevant projects. Emphasize experiences that demonstrate leadership, teamwork, and problem-solving skills.
- Be ready to discuss your challenges and how you overcame them.
2. Articulate Your Goals:
- Be clear about why you want to join the program and how it aligns with your career aspirations. Reflect on what you hope to gain from the experience.
- Focus on Fundamentals:
Be thorough with basic subjects like Operating Systems, Networking, OOP, and Databases. Clear concepts are key for technical interviews.
2. Common Interview Questions:
DSA:
- Implement various data structures like Linked Lists, Trees, Graphs, Stacks, and Queues.
- Understand searching and sorting algorithms: Binary Search, Merge Sort, Quick Sort, etc.
- Solve problems involving HashMaps, Sets, and other collections.
Sample DSA Questions
- Reverse a linked list.
- Find the first non-repeating character in a string.
- Detect a cycle in a graph.
- Implement a queue using two stacks.
- Find the lowest common ancestor in a binary tree.
3. Key Topics to Focus On
DSA:
- Arrays, Strings, Linked Lists, Trees, Graphs
- Recursion, Backtracking, Dynamic Programming
- Sorting and Searching Algorithms
- Time and Space Complexity
Core Subjects
- Operating Systems: Concepts like processes, threads, deadlocks, concurrency, and memory management.
- Database Management Systems (DBMS): Understanding SQL, Normalization, and database design.
- Object-Oriented Programming (OOP): Know about inheritance, polymorphism, encapsulation, and design patterns.
5. Tips
- Optimize Your Code: Write clean, optimized code. Discuss time and space complexities during interviews.
- Review Your Projects: Be ready to explain your past projects, the challenges you faced, and the technologies you used.....
Technical Interview
1. Review Core Concepts:
- Data Structures: Be comfortable with LinkedLists, Trees, Graphs, and their representations.
- Algorithms: Brush up on searching and sorting algorithms, time complexities, and common algorithms (like Dijkstra’s or A*).
- Programming Languages: Ensure you understand the language you are most comfortable with (e.g., C++, Java, Python) and know its standard library functions.
2. Practice Coding Problems:
- Utilize platforms like LeetCode, HackerRank, or CodeSignal to practice medium-level coding questions. Focus on common patterns and problem-solving strategies.
3. Mock Interviews: Conduct mock technical interviews with peers or mentors to build confidence and receive feedback.
Personal Interview
1. Prepare Your Story:
- Outline your educational journey, achievements, and any relevant projects. Emphasize experiences that demonstrate leadership, teamwork, and problem-solving skills.
- Be ready to discuss your challenges and how you overcame them.
2. Articulate Your Goals:
- Be clear about why you want to join the program and how it aligns with your career aspirations. Reflect on what you hope to gain from the experience.
- Focus on Fundamentals:
Be thorough with basic subjects like Operating Systems, Networking, OOP, and Databases. Clear concepts are key for technical interviews.
2. Common Interview Questions:
DSA:
- Implement various data structures like Linked Lists, Trees, Graphs, Stacks, and Queues.
- Understand searching and sorting algorithms: Binary Search, Merge Sort, Quick Sort, etc.
- Solve problems involving HashMaps, Sets, and other collections.
Sample DSA Questions
- Reverse a linked list.
- Find the first non-repeating character in a string.
- Detect a cycle in a graph.
- Implement a queue using two stacks.
- Find the lowest common ancestor in a binary tree.
3. Key Topics to Focus On
DSA:
- Arrays, Strings, Linked Lists, Trees, Graphs
- Recursion, Backtracking, Dynamic Programming
- Sorting and Searching Algorithms
- Time and Space Complexity
Core Subjects
- Operating Systems: Concepts like processes, threads, deadlocks, concurrency, and memory management.
- Database Management Systems (DBMS): Understanding SQL, Normalization, and database design.
- Object-Oriented Programming (OOP): Know about inheritance, polymorphism, encapsulation, and design patterns.
5. Tips
- Optimize Your Code: Write clean, optimized code. Discuss time and space complexities during interviews.
- Review Your Projects: Be ready to explain your past projects, the challenges you faced, and the technologies you used.....
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The main advantage of the neural network is the ability to use it for FREE. The features are limited in the free version, but it works much faster than Kling, which last time I used completely froze, apparently due to the high load from a large number of requests.
@Skynet_Dreams #aitools
Ask Questions That Matter!
At the end of an interview, most candidates stick to the standard question, “What are the next steps?”
While this is perfectly fine, it’s a golden opportunity to stand out by asking more thoughtful questions.
📌Here are some alternative questions to consider:
1. Can you describe the team I would be working with?
2. What are the key challenges the team is currently facing?
3. How does this role contribute to the company's overall goals?
4. What opportunities for growth and development does the company offer?
By asking thoughtful questions, you not only gain valuable information but also leave a lasting impression on your interviewers.
So, take a moment to think beyond the basics—your curiosity could set you apart as the ideal candidate!
Best Placement resource for limited time: https://topmate.io/sumit_kumar80/1261910
Remember, interviews are a two-way street!
At the end of an interview, most candidates stick to the standard question, “What are the next steps?”
While this is perfectly fine, it’s a golden opportunity to stand out by asking more thoughtful questions.
📌Here are some alternative questions to consider:
1. Can you describe the team I would be working with?
2. What are the key challenges the team is currently facing?
3. How does this role contribute to the company's overall goals?
4. What opportunities for growth and development does the company offer?
By asking thoughtful questions, you not only gain valuable information but also leave a lasting impression on your interviewers.
So, take a moment to think beyond the basics—your curiosity could set you apart as the ideal candidate!
Best Placement resource for limited time: https://topmate.io/sumit_kumar80/1261910
Remember, interviews are a two-way street!
topmate.io
Ultimate Placement Resource with Sumit Kumar
Get instant placement resource with TCS resource as bonus
3. Multithreading and Concurrency
a. What is the difference between synchronized method and synchronized block?
b. How does the volatile keyword work in Java?
c. What is the difference between wait() and sleep() methods?
d. What is a CountDownLatch in Java? How is it different from a CyclicBarrier?
e. What is the Java Memory Model (JMM)?
f. Explain ThreadLocal class and its use cases.
g. How do you prevent deadlocks in Java multithreading?
Ultimate Programming Resources:
https://topmate.io/sumit_kumar80/1148833
a. What is the difference between synchronized method and synchronized block?
b. How does the volatile keyword work in Java?
c. What is the difference between wait() and sleep() methods?
d. What is a CountDownLatch in Java? How is it different from a CyclicBarrier?
e. What is the Java Memory Model (JMM)?
f. Explain ThreadLocal class and its use cases.
g. How do you prevent deadlocks in Java multithreading?
Ultimate Programming Resources:
https://topmate.io/sumit_kumar80/1148833
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Ultimate Placement Coding Resources with Sumit Kumar
Ultimate Placement materials (top 10 companies)