Please feel free to drop your comments to make it super duper informational.

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😍😍 Waiting to see you all in the webinar.😍😍

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Hi, All

Complete data manipulation video....! 📸

https://www.instagram.com/reel/C60PRyPLMmO/?igsh=MXQ3dmdjZ3pteThsdw==




English:-

https://youtu.be/Fxok0Xaqm0s?si=HpkmdNLis2qe3Sbm

Hindi:-

https://youtu.be/9rLDQx23nQA?si=Tj1PaHFvlsGOMncv


Don't forget to comment and share with your fellow learners.


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Responsibilities –
Responsibilities of the data scientist include data processing, performing descriptive analyses and performing predictive modeling. These performed analyses will be used for data exploration as well as for independent analyses. This position has a deep understanding of processes and systems to extract knowledge or insights from data in various forms, either structured or unstructured. assigned.
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Opening for business analyst


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Test your knowledge

Hi,
Here's the task for you all..!


Basic Concepts for Data Analyst (SQL)

𝐒𝐜𝐞𝐧𝐞𝐫𝐢𝐨 𝐰𝐢𝐭𝐡 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐉𝐨𝐢𝐧𝐬

1.𝐒𝐜𝐞𝐧𝐞𝐫𝐢𝐨:
Let's say we have two tables, "employees" and "departments". The "employees" table contains information about employees such as their ID, name, department ID, and salary. The "departments" table contains information about departments including their ID and name.

We want to retrieve a list of all employees along with the department they belong to, including those employees who are not currently assigned to any department.

2.𝐒𝐜𝐞𝐧𝐞𝐫𝐢𝐨:
Consider two tables, "orders" and "customers". The "orders" table contains information about orders placed by customers, including order ID, customer ID, and order date. The "customers" table contains information about customers, including customer ID, name, and email.

We want to retrieve a list of all orders along with the details of the customers who placed those orders, including orders without corresponding customer records.

𝕋𝕣𝕪 𝕥𝕠 𝕥𝕙𝕚𝕟𝕜 𝕠𝕗 𝕒 𝕤𝕠𝕝𝕦𝕥𝕚𝕠𝕟
And drop it in comments ...!



Like this if you want me to post a solution by evening or tomorrow

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Another pandas video is out!!

English:-
https://youtu.be/9BurT1sSFqw?si=XTtb_4LShVyuIzbU

HINDI:-https://youtu.be/EStq_qB4ywI?si=VwvrU-L3jIH8WdyP


Go check it out...!

Comment down your views.!

Today, let's learn about Advanced Data Analysis:

1. Regression Analysis: Regression analysis is a statistical method used to explore the relationship between one dependent variable and one or more independent variables. Excel provides built-in tools for performing linear regression analysis, which can help you understand the strength and nature of the relationship between variables, make predictions, and identify outliers.

2. Data Forecasting with Excel: Excel offers several methods for data forecasting, including exponential smoothing, moving averages, and trend analysis. These methods allow you to analyze historical data trends and make predictions about future values based on those trends. Excel's forecasting tools provide visualizations and statistical measures to help you assess the accuracy and reliability of your forecasts.

For example:
- You can use regression analysis in Excel to analyze the relationship between advertising expenditure and sales revenue. By performing a regression analysis, you can determine the extent to which advertising spending influences sales and make predictions about future sales based on different advertising budgets.
- Excel's forecasting tools can be used to predict future sales volumes based on historical sales data. You can apply different forecasting methods, such as exponential smoothing or moving averages, to identify patterns and trends in the data and make predictions about future sales performance.

Advanced data analysis techniques such as regression analysis and data forecasting enable you to gain deeper insights into your data and make more informed decisions.


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𝑰𝒏𝒕𝒆𝒓𝒗𝒊𝒆𝒘 𝒒𝒖𝒆𝒔𝒕𝒊𝒐𝒏𝒔 𝒇𝒐𝒓 𝒇𝒓𝒆𝒔𝒉𝒆𝒓 𝒂𝒏𝒅 𝒎𝒊𝒅-𝒍𝒆𝒗𝒆𝒍 𝑩𝒖𝒔𝒊𝒏𝒆𝒔𝒔 𝑨𝒏𝒂𝒍𝒚𝒔𝒕 𝒑𝒐𝒔𝒊𝒕𝒊𝒐𝒏𝒔 𝒂𝒕 𝑭𝒍𝒊𝒑𝒌𝒂𝒓𝒕.

1. Can you explain the role of a Business Analyst in an e-commerce company like Flipkart?

2. What motivated you to pursue a career in business analysis, particularly in the e-commerce domain?

3. Describe a recent project or assignment where you had to gather and analyze data to solve a business problem.

4. How do you ensure that the data you analyze is accurate and reliable?

5. What tools and techniques are you familiar with for data analysis and visualization?

6. Can you provide an example of a time when you effectively communicated technical information to a non-technical audience?

7. How do you prioritize tasks and manage your time effectively when working on multiple projects?

8. Have you worked with SQL for data querying and manipulation? If so, can you provide an example of a query you've written?

9. How do you approach identifying and documenting business requirements for a new project or feature?

10. Describe a situation where you had to work collaboratively with stakeholders from different departments or teams. How did you ensure alignment and achieve consensus?

11. What steps would you take to analyze the current situation and propose recommendations to improve the conversion rate on Flipkart's mobile app?

12. Have you worked with Agile methodologies in your previous projects? If so, how do you adapt them to suit the needs of your team and project?

13. Can you discuss any recent trends or challenges in the e-commerce industry, and how they might impact Flipkart's business?

14. How do you stay updated with industry news and emerging technologies relevant to business analysis?

15. Give an example of a time when you had to adapt to changes in project requirements or priorities. How did you handle it?

16. Describe a situation where you identified a problem or opportunity that others overlooked. How did you address it, and what was the outcome?

17. What strategies do you use to ensure effective communication and collaboration within a team?

18. How do you handle disagreements or conflicts within a team during the analysis process?

19. Can you discuss a challenging project you worked on and how you overcame obstacles to achieve success?

20. Why do you think you would be a good fit for the Business Analyst role at Flipkart, and what unique skills or experiences do you bring to the table?

Here is the solution of last post:

1.Scenerio solution - LEFT JOIN Used:

In this scenario, we will use a LEFT JOIN to retrieve all records from the "employees" table and only the matching records from the "departments" table.

SELECT employees.*, departments.name AS department_name
FROM employees
LEFT JOIN departments ON employees.department_id = departments.id;

2.Scenerio solution - LEFT JOIN Used:

In this scenario, we will use a LEFT JOIN to retrieve all records from the "orders" table and only the matching records from the "customers" table.

SELECT orders.*, customers.name, customers.email
FROM orders
LEFT JOIN customers ON orders.customer_id = customers.customer_id;



Hope it helps :)