𝗖𝗼𝗺𝗽𝗹𝗲𝘁𝗲 𝗣𝘆𝘁𝗵𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗚𝘂𝗶𝗱𝗲 𝘄𝗶𝘁𝗵 𝗙𝗿𝗲𝗲 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_complete-python-guide-activity-7137387570610552832-EO_F

𝗣𝘆𝘁𝗵𝗼𝗻 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 𝗳𝗼𝗿 𝗲𝗻𝘁𝗿𝘆 𝗹𝗲𝘃𝗲𝗹 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁 𝗿𝗼𝗹𝗲 (𝗕𝗮𝘀𝗶𝗰 𝘁𝗼 𝗠𝗲𝗱𝗶𝘂𝗺)

1. What is Python, and why is it commonly used in data analysis?

2. How do you read a CSV file in Python?

3. Explain the difference between a list and a tuple in Python.

4. What is the purpose of NumPy and how is it different from a standard Python list?

5. How would you handle missing data in a Pandas DataFrame?

6. Explain the concept of indexing in Pandas.

7. What is Matplotlib used for in Python?

8. How can you perform data aggregation in Pandas?

9. Explain the role of the 'if name == "main":' statement in a Python script.

10. What is a virtual environment in Python and why might you use one?

11. How do you install external libraries in Python?

12. Explain the concept of list comprehensions in Python.

13. What is the purpose of the 'lambda' function in Python?

14. How can you handle outliers in a dataset using Python?

15. What is the role of the 'groupby' function in Pandas?

16. Explain the key differences between Python 2 and Python 3.

17. How can you check for null or missing values in a Pandas DataFrame?

18. What is the purpose of the 'iloc' function in Pandas?

19. How would you create a histogram in Python using Matplotlib?

20 .What is the purpose of the 'try' and 'except' blocks in Python?

21. How can you perform a merge operation on two Pandas DataFrames?

22. Explain the concept of a Python generator.

23. What is the Global Interpreter Lock (GIL) in Python?

24. How can you export a Pandas DataFrame to a CSV file?

25. What is the purpose of the 'apply' function in Pandas?

💡 𝗔𝗱𝗱𝗶𝘁𝗶𝗼𝗻𝗮𝗹 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀:

📖Python Programming Handwritten Notes: https://lnkd.in/dnNnCV-w

🚀Python Programming Interview Questions: https://lnkd.in/dPtKhAEP

🗺Python Programming Roadmap with free resources: https://lnkd.in/dHqPDxAZ

📘 𝗙𝗿𝗲𝗲 𝗣𝘆𝘁𝗵𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗠𝗮𝘁𝗲𝗿𝗶𝗮𝗹𝘀:

https://www.w3schools.com/python/

https://www.python.org/about/gettingstarted/

https://www.geeksforgeeks.org/python-programming-language/

https://www.javatpoint.com/python-tutorial

https://www.programiz.com/python-programming



Till then keep learning and keep exploring! 🙌

𝗙𝗿𝗲𝘀𝗵𝗲𝗿𝘀 𝗵𝗶𝗿𝗶𝗻𝗴 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁, 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_dataanalystjobs-fresherjobs-careeropportunities-activity-7137442992335765504-4paC

Data Science Opportunities

𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 / 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜 𝐨𝐩𝐞𝐧𝐢𝐧𝐠𝐬 𝐟𝐨𝐫 𝐅𝐫𝐞𝐬𝐡𝐞𝐫𝐬 𝟎-𝟐 𝐲𝐞𝐚𝐫𝐬

Amazon Programmer Analyst
https://lnkd.in/gPx4WDXa

Autodesk Data Engineer

https://lnkd.in/gWwv-H3X

Porter
https://lnkd.in/gt3JaNim

Lowes Analyst
https://lnkd.in/gsNs_ZSf

Priceline is hiring for Data Analyst role

https://priceline.wd1.myworkdayjobs.com/en-US/Priceline/job/Data-Analyst_R4540-1

Peak Data Engineer
Experience- 1 year
https://www.linkedin.com/jobs/view/3748748106

AMS Data Engineer
Experience- 1 year
https://www.linkedin.com/jobs/view/3767413062

Argus Media Data Engineer
Experience- 2 years
https://www.linkedin.com/jobs/view/3712690751

ECI Data Engineer
Experience- 2 years
https://www.linkedin.com/jobs/view/3730219072

Genpact Data Analyst
Experience- 1 year
https://www.linkedin.com/jobs/view/3616233766

Deliveroo Data Scientist
Experience- 1 year
https://www.linkedin.com/jobs/view/3761927968

Pinnacle Data Analyst
Experience- 1+ years
https://www.linkedin.com/jobs/view/3713370151

𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 / 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜 𝐨𝐩𝐞𝐧𝐢𝐧𝐠𝐬 𝐟𝐨𝐫 𝐌𝐢𝐝 𝐥𝐞𝐯𝐞𝐥 𝟐-𝟒 𝐲𝐞𝐚𝐫𝐬

HP Data Scientist 3
https://lnkd.in/gQY64BbS

Amazon Data Scientist, Appstore
https://lnkd.in/gF3zP8dD

Nissan Data Scientist
https://lnkd.in/gdJcceRw

Adobe Data Scientist
https://lnkd.in/git-5T5z

Walmart Global Tech India Data Scientist
Experience- 3 years
ttps://www.linkedin.com/jobs/view/3761771913

Quantzig Data Engineer
Experience- 3 years
https://www.linkedin.com/jobs/view/3723300032

Kwalee Data Engineer
Experience- 3 years
https://www.linkedin.com/jobs/view/3708900143


𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 / 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜 𝐈𝐧𝐭𝐞𝐫𝐧𝐬𝐡𝐢𝐩𝐬

Volvo Data Analyst Intern
https://lnkd.in/gkUmzEqt

Amazon Data Scientist Intern
https://lnkd.in/gy-VzSau

MPL Data Analytics Intern
https://lnkd.in/gKpNyAxj

MSD Data & Analytics Intern
https://lnkd.in/gfsreHZD


NeenOpal Inc. is #hiring for Power BI Developers

Experience: 1-2 Year
Skills: SQL, Power BI, Power Platform
Location: WFH

Apply here: https://www.linkedin.com/jobs/view/3775580859

Data Analyst
Experience: 2+ Years

https://www.linkedin.com/posts/yasmine-hussein-02b56810a_analytics-dataanalysis-powerbi-activity-7137047759789903872-87lS

Company name: OpenMesh Junior data scientist

https://boards.greenhouse.io/openmesh/jobs/4145580007?t=f6e99bd87us

VISA Hiring Analyst
Experience - 3 to 5 years

Link 🔗
https://jobs.smartrecruiters.com/Visa/743999947761663-analyst

JPMorgan is hiring Business Associate/ Analyst
Qualifications: Bachelor’s Degree/ M.Com/ MBA
Salary: Upto 10 LPA (Expected)
Experience: Freshers & Experienced
Location: India

📌Apply Link: https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/job/210460409

https://jpmc.fa.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/job/210453539

S&P Global Hiring Data Analyst
Batch - 2024/2025

Link 🔗
https://careers.spglobal.com/jobs/295346?lang=en-us&utm_source=indeed

Software Opportunities


Forta is hiring SDE - 1
For 2022/2023 Grads

https://boards.greenhouse.io/fortra/jobs/4303268006?gh_src=61ca785e6us


Company name: OpenMesh
Role: ✨multiple ✨
1. Junior Frontend developer.
https://boards.greenhouse.io/openmesh/jobs/4145613007?t=f6e99bd87us

2. Junior software engineer intern

https://boards.greenhouse.io/openmesh/jobs/4145207007?t=f6e99bd87us


Flexera Hiring Associate Software Engineer
Batch - 2023/2024

Link!
https://flexerasoftware.wd1.myworkdayjobs.com/en-US/FlexeraSoftware/job/Bangalore/Associate-Software-Engineer_13544


Qualcomm Hiring 2024 Batch
Role - Associate Software Engineer

Link!
https://careers.qualcomm.com/careers/job/446693743380-2024-campus-hire-associate-engineer-hw-bangalore-karnataka-india?domain=qualcomm.com



Upstox is Hiring Software Engineer Intern!

Salary: Not Disclosed
Job Location: Mumbai

https://unstop.com/internships/software-development-engineering-internship-upstox-835666


Company name: Dicetek
Role: ✨Javascript Developer✨
Expected CTC: 10-15 LPA
Location: Hyderabad

Apply here- https://dicetek.talentrecruit.com/career-page/apply/U2FsdGVkX1%252BlcihdRTLJLVHpn%252B0ynpXDeNh2tdQYL%252Bo%253D


Company Name: Tata Communications
Post Name: Engineer
Salary: up to ₹9 LPA
Experience: Freshers/Experience
Batch: 2024 and before
Job Location: Pune

Apply here: https://jobs.tatacommunications.com/job/Pune-Engineer-Solution-Engineering-%28Solution-Engineering-%29-B2101_3/1068224400


Olik Backend Developer Job
Location: Delhi, India

Hybrid
Job Offer: ₹ 4LPA - 9LPA
Experience: 0-3 years
✅Apply here👉 https://cuvette.tech/app/public/job/6568696dbfad2c747f2f1a05


Eglogics Softech pvt ltd Software Developer
Location: Noida, India

In-Office
Job Offer: ₹ 4LPA - 6LPA
Probation Duration: 3 Months
Experience: 3+ years
✅Apply here👉 https://cuvette.tech/app/public/job/65683659289c711995d09538


Wilyer Fullstack Developer
Location: Gurugram, India

In-Office
Job Offer: ₹ 3LPA - 3.6LPA
Experience: 0-3 years
✅Apply here👉 https://cuvette.tech/app/public/job/6568336d289c711995cfa05f


Paytm Payments Bank Hiring Senior Java Developer
Experience - 3+ years required

Link 🔗
https://jobs.lever.co/paytmbank/a94e0e6b-565d-40c4-99a4-d4e0f4edec7e


ECI Hiring Associate Software Engineer

Link 🔗
https://recruiting.ultipro.com/EZE1000EZECI/JobBoard/97cf9268-5a5a-480b-b7b6-5ed694da88c5/OpportunityDetail?opportunityId=3037d21b-e538-4246-a7d8-7dcbc8a5c4a3


Fortra is Hiring !!

Role: Software Engineer I
Experience: 0-2 year's
Expected CTC: 20-34 LPA
Apply here: https://bit.ly/3uRZLPu


Upstox is Hiring !!

Role: Software Development Engineering Intern
Batch: 2024, 2025
Expected Stipend: 40k-50k Per month
Apply here- https://bit.ly/3t0AfY0


Nissan is Hiring !!

Role: Software Engineer I
Experience: 0-2 years
Expected CTC: 7-15 LPA
Apply here: https://alliance.wd3.myworkdayjobs.com/en-US/nissanjobs/job/software-engineer-i_r00151957-1



Comini Learning is Hiring !!

Role: Junior Software Engineer
CTC: 4.2-10 LPA
Location: Remote
Apply here: https://wellfound.com/jobs/2834199-junior-software-engineer


HackerRank is Hiring !!

Role: Frontend Engineer
Expected CTC: 12-20 LPA
Location: Remote
Apply here: https://boards.greenhouse.io/hackerrank/jobs/5246795?gh_jid=5246795&gh_src=1836e8621us


Juniper Networks is Hiring !!

Role: Software Engineering Intern
Batch: 2024, 2025
Expected Stipend: 40K-60K per month
Apply here: https://ejif.fa.us6.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/preview/1009412



Bank of America is Hiring !!

Role: Software Engineer
Batch: 2024
Expected CTC: 8-10 LPA
Location: Multiple Location
Apply here- https://careers.bankofamerica.com/en-us/job-detail/23016645/software-engineer-i-b-gbs-ind-multiple-locations


Company name: Juniper Networks
Role: Software Engineering Intern
Batch: 2024 passouts


Apply Link : https://ejif.fa.us6.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/preview/1009412

Internship Opportunities

UI/UX Designer Internship
DeepDefend | Oman

Work From Home
Stipend per month: ₹ 12K - 15K
Duration: 3 Months(7-8 Hrs/day)
Job Offer: 6LPA - 8LPA
✅Apply here👉 https://cuvette.tech/app/public/internship/656ac4517d29b3e9928c2177

𝗙𝗥𝗘𝗘 𝗚𝗼𝗼𝗴𝗹𝗲 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_projectmanagement-digitalmarketing-ai-activity-7137629155671617536-JgYY

𝗕𝗲𝗰𝗼𝗺𝗲 𝗮 𝗱𝗮𝘁𝗮 𝗮𝗻𝗮𝗹𝘆𝘀𝘁 𝗶𝗻 𝟵𝟬 𝗱𝗮𝘆𝘀 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝘀𝗽𝗲𝗻𝗱𝗶𝗻𝗴 𝗮 𝗰𝗲𝗻𝘁!🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_you-dont-have-to-pay-to-get-into-the-data-activity-7137749976503271425-s-nq

𝗙𝗿𝗲𝘀𝗵𝗲𝗿𝘀 𝗵𝗶𝗿𝗶𝗻𝗴 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁, 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_dataanalystjobs-fresherjobs-careeropportunities-activity-7137800096993206274-WDYT

Data Science Opportunities

1. S&P Global is hiring for the role of Data Analyst
Experience: Fresher
Location:Hyderabad

https://unstop.com/jobs/data-analyst-sp-global-inc-827959

2. Hindustan Unilever Limited (HUL) is hiring Machine Learning Ops Manager
Experience: Fresher
Location: Bengaluru

https://unstop.com/jobs/machine-learning-ops-manager-hindustan-unilever-limited-hul-831980

3. Deliveroo is hiring for the role of Data Scientist - Consumer
Experience: Fresher
Location: Hyderabad

https://unstop.com/jobs/data-scientist-consumer-deliveroo-830741

4. Invest India is hiring for the role of Data Analyst
Experience: 2+ Year
Location: Delhi

https://unstop.com/jobs/data-analyst-invest-india-827772

5. Myntra is hiring for the role of Associate - Data Analyst
Experience: 2+ years
Location: Bengaluru

https://unstop.com/jobs/associate-data-analyst-myntra-827965

6. Amazon is hiring for the role of Business Analyst
Experience: 2+ years
Location: Bangalore

https://unstop.com/jobs/business-analyst-fresh-amazon-830631

7. Citi is hiring for the role of Data Sciences Specialized Analytics Officer
Experience: 2+ years
Location: Bengaluru

https://unstop.com/jobs/data-sciences-specialized-analytics-officer-citi-bank-831753

8. S&P Global is hiring for the role of Lead Data Analyst
Experience: 3+ Year
Location:Ahmedabad

https://unstop.com/jobs/lead-data-analyst-sp-global-inc-827978

9. Honeywell is hiring for the role of Digital Marketing Data Analyst
Experience: 2+ years
Location: Gurgaon, Bangalore

https://unstop.com/jobs/digital-marketing-data-analyst-honeywell-automation-india-limited-832382

10. Data Engineer at Tower Research Capital
Experience: 2 years
Location: Singapore

https://www.tower-research.com/open-positions/?gh_jid=5275771

11. Amazon is hiring 3 Business Analysts and 1 Data Scientist for the forecasting science team
Basic Qualifications (BA role):

- 1+ years of tax, finance or a related analytical field experience
- 2+ years of complex Excel VBA macros writing experience
- Bachelor's degree or equivalent
- Experience defining requirements and using data and metrics to draw business insights
- Experience with SQL or ETL

Location:Hyderabad, Vancouver, Seattle

https://www.linkedin.com/posts/himadrishankarsen_amazonjobs-businessanalyst-hiringnow-activity-7137699269402083329-Vk_P


Volvo Trucks India is hiring Data Analyst Interns
Location: Bangalore
BE in Computer Science, Electrical Electronics or applicable engineering field.

Apply link- https://lnkd.in/g2xv2jUf

Software Opportunities

Zimyo is Hiring Software Engineer Intern!

Salary: Not Disclosed
Job Location: Gurgaon

Apply Link: https://rb.gy/wlgkub



Turf hiring SDE Intern in India

https://www.linkedin.com/jobs/view/3773517333


Company name: Wint Wealth
Role: SDE Backend Intern
Batch: 2024 passouts

Apply Link : https://www.linkedin.com/jobs/view/3773534091


Company Name: HashiCorp
Role: Software Engineering Intern
Batch eligible: 2024 passouts

Apply: https://www.hashicorp.com/career/5523956

Company Name: Nvidia
Role: Software Engineering Intern
Batch eligible: 2024 passouts

Apply: https://nvidia.wd5.myworkdayjobs.com/en-US/NVIDIAExternalCareerSite/job/India-Pune/Software-Engineering-Intern_JR1974418