𝗙𝗥𝗘𝗘 𝗔𝗪𝗦 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗳𝗿𝗼𝗺 𝗔𝗺𝗮𝘇𝗼𝗻🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_programming-computerscience-datascience-activity-7135454833058168833-8z2x

𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 𝘄𝗶𝘁𝗵 𝗳𝗿𝗲𝗲 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_data-science-interview-questions-activity-7135575686240493568-CnId

𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 𝘄𝗶𝘁𝗵 𝗳𝗿𝗲𝗲 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀🔥🔥🔥

Data Science Interview Questions for Entry-Level Data Scientists with free resources

Preparing for a data science role? Enhance your knowledge with these fundamental interview questions:

1. What is Data Science, and how does it contribute to decision-making in business?

2. Differentiate between supervised and unsupervised learning.

3. Explain the Bias-Variance tradeoff in machine learning.

4. What is the purpose of feature engineering in data science?

5. Describe the process of cross-validation and why it's essential.

6. How does a decision tree work, and what are its advantages and disadvantages?

7. What is the difference between Type I and Type II errors in hypothesis testing?

8. Explain the concept of regularization in machine learning.

9. How does gradient descent work in the context of machine learning optimization?

10. What is the curse of dimensionality in machine learning?

11. Describe the steps involved in a typical data science project lifecycle.

12. How do you handle missing data in a dataset?

13. Explain the concept of overfitting in machine learning models.

14. What is the difference between bagging and boosting in ensemble learning?

15. How does clustering differ from classification in machine learning?

🌟 𝗙𝗿𝗲𝗲 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀:

W3School: https://www.w3schools.com/datascience/

https://www.geeksforgeeks.org/data-science-tutorial/

https://www.simplilearn.com/tutorials/data-science-tutorial

https://www.kaggle.com/code/kanncaa1/data-sciencetutorial-for-beginners

https://data-flair.training/blogs/data-science-tutorials-home/

https://www.edureka.co/blog/data-science-tutorial/

📘 GitHub: https://github.com/academic/awesome-datascience

𝗙𝗿𝗲𝘀𝗵𝗲𝗿𝘀 𝗵𝗶𝗿𝗶𝗻𝗴 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁, 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_dataanalystjobs-fresherjobs-careeropportunities-activity-7135625695069622274-C9H9

Data Science Opportunities

1. Hindustan Unilever Limited (HUL) is hiring for the role of Machine Learning Ops Manager
Location: Bengaluru
Experience: Fresher

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

2. HUL is hiring for the position of Assistant Manager – Data Analyst, Procurement
Location: Bengaluru
Experience: Fresher

https://unstop.com/jobs/assistant-manager-data-analyst-procurement-hindustan-unilever-limited-hul-828894

3. Citi is hiring for the role of Officer Business Analytics Analyst
Location: Bengaluru
Experience: Fresher

https://unstop.com/jobs/officer-business-analytics-analyst-citi-bank-831767

4. Nagarro Hiring for Senior Engineer

https://www.linkedin.com/posts/harshita-shukla-36b43239_hiringalert-activity-7135542115488477184-a0Vu

Hiring for Senior Engineer. (Tableau)
https://www.linkedin.com/posts/harshita-shukla-36b43239_hiringalert-activity-7135577814312828928-YKF7

5. General Mills India hiring Data Science team

Sr. Machine Learning Engineer
Skills Required: MLOPS, Kubeflow, expertise in Python &SQL & exposure to Cloud
https://lnkd.in/dPbpRYrG

Sr. Data Scientist
Skills Required: Data Science, Operations Research, expertise in Python &SQL & exposure to Cloud & AI ML

https://lnkd.in/dP9vdNWZ

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

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

7. Wells Fargo is hiring for the position of Senior Data Product Management Consultant
Location: Bengaluru
Experience: 4+ Year

https://unstop.com/jobs/senior-data-product-management-consultant-wells-fargo-830227

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

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

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

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

Internships

Data Science Internship
GreenStitch | Bangalore, India
In-Office
Stipend per month: ₹ 15K - 25K
Duration: 3-6 Months
Start Date: Immediate
Job Offer: ₹ 6 LPA - 11 LPA
Office Location: Bangalore, India
Link:https://lnkd.in/gEKnufTB

Data Analyst Internship (Company: LimeRoad)
Stipend per month:₹ 20K - 25K
Duration:6 Months
Mode:7-8 hours/day
Start Date: Immediate
Office Location: Gurugram, India
Apply Link: https://lnkd.in/gFiSMHaK

Data Analyst Internship (Company: Mentored Minds)
Stipend per month:₹ 5K-5K
Duration: 2 Months
Mode: 3-4 hours/day
Start Date: Immediate
https://lnkd.in/gbE-ygdE

Sensor Equation Data Science Internship
Work From Home
Stipend per month: ₹5K-10K
Duration: 3-6 Months
Mode: 3-4 hours/day
https://lnkd.in/gksx9kze

SYSMA TECH hiring Data Analysis & Research

Link:https://lnkd.in/ghC77Kf4

Artificial Intelligence Intern
Mogi I/O : OTT/Podcast/Short Video Apps for you
Link: https://lnkd.in/gaHzK7TZ

Zimro Private Limited hiring Machine Learning Engineering

Link: https://lnkd.in/gT2SWA6A

SR Edu Technologies Pvt Ltd hiring SQL Developer

Link: https://lnkd.in/g_DP7rme


Forma.ai India is looking to hire Business Analyst interns from reputed colleges across India

https://www.linkedin.com/posts/bhandariparesh_pune-internship2023-intern-activity-7135165666176753664-T731


SBC Data Analyst Opening:

https://mycareer.hsbc.com/en_GB/external/PipelineDetail/Data-Analyst-Engineer/206088?src=JB-257546


Paytm Hiring:

https://jobs.lever.co/paytm


McKinsey Analyst Opening:

https://www.mckinsey.com/careers/search-jobs/jobs/juniorcapabilitiesandinsightsanalyst-insurance-81567?appsource=LinkedIn

Software Opportunities

Frontend Developer Job
Instadukan | Bangalore, India
Job Offer :₹ 3 LPA - 5 LPA 
Link: https://cuvette.tech/app/public/job/6565c93ba12ac7c6cc0e5f11


Mobile App Developer Job
BlackLight Studio | Noida, India
Job Offer : ₹ 6 LPA - 12 LPA
Link: https://cuvette.tech/app/public/job/65659c5ea12ac7c6cc0189e1

Game Developer Job
BlackLight Studio | Noida, India
Job Offer : ₹ 4 LPA - 8.6 LPA
Link: https://cuvette.tech/app/public/job/65659ab542498cef6190cef5

Fullstack Developer Job
Labellerr by Tensor Matics Pvt Ltd | Chandigarh, India
Job Offer : ₹ 9 LPA - 12 LPA
Link: https://cuvette.tech/app/public/job/656448baa90667de869261c3


Product Management Job
SOLRUF | Mumbai, India
Job Offer: ₹ 3.2 LPA - 6 LPA
Link: https://cuvette.tech/app/public/job/6561d105491c8b44d997aae9


Fullstack Developer Job
BlackLight Studio | Noida, India
Job Offer : ₹ 6 LPA - 12 LPA
Link: https://cuvette.tech/app/public/job/65605758c756a7f66e2f5dd0


Mobile App Developer Job
Makerble | United Kingdom (UK)
Job Offer : ₹ 3 LPA - 4 LPA
Link: https://cuvette.tech/app/public/job/655df2cdb61628e487f0a94a


Frontend Developer Job
Unbundl | Delhi, India
Job Offer : ₹ 3 LPA - 5 LPA
Link: https://cuvette.tech/app/public/job/655db3c5fbb6bf2fc725b6d1


Frontend Developer Job
Unbundl | Delhi, India
Job Offer : ₹ 3 LPA - 5 LPA
Link: https://cuvette.tech/app/public/job/655db31cfbb6bf2fc7258fae


Fullstack Developer Job
Valgenesis | Chennai, India
Job Offer : ₹ 8 LPA - 12 LPA
Link: https://cuvette.tech/app/public/job/655bc18569d94ea504ec5a82


Backend Developer Job
Tactic | Hyderabad, India
Job Offer : ₹ 6 LPA - 8 LPA
Link: https://cuvette.tech/app/public/job/65590181c78d2de5e456d113


Backend Developer Job
InfoSkills Technology | Noida, India
Job Offer : ₹ 8 LPA - 15 LPA
Link: https://cuvette.tech/app/public/job/65584be2ec7114d429b11ae1

Fullstack Developer Job
uExcelerate | Hyderabad, India
Job Offer : ₹ 3.6 LPA - 6 LPA
Link: https://cuvette.tech/app/public/job/65547b68489e0e3aa07e2230

Nissan is Hiring !!

Role: Software Engineer I
Qualification: Bachelor's
Freshers can apply
Batch: 2024

Apply:
https://alliance.wd3.myworkdayjobs.com/en-US/nissanjobs/job/software-engineer-i_r00151957-1

Innovaccer is Hiring !!

Role: Apprentice - Data Engineer
Batch: 2019,2020,2021, 2022 and 2023
Full-time Expected CTC: 12-20 LPA
Location: Noida
Apply here- https://boards.greenhouse.io/innovaccer/jobs/7032005002

Company name: Cadence
Batch : 2024 passouts
Role : Software engineering Intern

Apply Link : https://cadence.wd1.myworkdayjobs.com/en-US/External_Careers/job/NOIDA/Intern-Software-engineering_R44773

Company Name: Walmart
Role: Software Engineer Intern
Batch eligible: 2024 passouts

Apply: https://bit.ly/3R3D5mO

HireQuotient is looking for Frontend Interns

Duration: 3-6 months
Interested Candidates can feel this form: https://docs.google.com/forms/d/e/1FAIpQLSezUh37kB8_c7t0v4KOQFG49a6Lzxo-hfZTxaVoMHRLz3nADQ/viewform

Adobe is Hiring !!

Role: Product Intern
Expected Stipend: 50K - 80K per month
Location: Noida/Bangalore
Apply here: https://careers.adobe.com/us/en/job/ADOBUSR139937EXTERNALENUS/2024-Intern-Product-Intern

HashiCorp is Hiring !!

Role: Software Engineering Intern
Batch: 2024, 2025, 2026
Location: Bengaluru
Apply here- https://www.hashicorp.com/career/5523956

Teradata is Hiring !!

Role: Cloud Security Engineer
Batch: 2022, 2023
Expected CTC: 10-20 LPA
Location: Telangana
Apply here: https://careers.teradata.com/jobs/217319/cloud-security-engineer

Company : Samsung
Batch : 2020/2019 and previous batches.
*No Freshers Allowed

Skills required: c++ (main core) , Python, Linux , Debugging Skills using GDB.

Team : GPU Team in Samsung.

Share your resume with me at arshgoyal98@gmail.com

Internship Opportunities


Frontend Developer Internship
Singularity | Bangalore, India
Stipend per month : ₹ 15K - 18K
Link: https://cuvette.tech/app/public/internship/6565c736a12ac7c6cc0db5e6


Digital Marketing Internship
Insightful Technologies | Noida, India
Stipend per month : ₹ 5K - 10K
Link: https://cuvette.tech/app/public/internship/6565bbeea12ac7c6cc0a7162


Wordpress Developer Internship
Singularity | Bangalore, India
Stipend per month : ₹ 15K - 19K
Link: https://cuvette.tech/app/public/internship/6565a7dfa12ac7c6cc05b127


Frontend Developer Internship
Sharpe AI | Delhi, India
Stipend per month :₹ 15K - 25K
Link: https://cuvette.tech/app/public/internship/656590db42498cef618dc1cb


Mobile App Developer Internship
ResTech | India
Stipend per month : ₹ 20K - 250K
Link: https://cuvette.tech/app/public/internship/6565524b42498cef6183ce6b


Backend Developer Internship
Trisetra, inc | United States Of America (USA)
Stipend per month : ₹ 30K - 35K
Link: https://cuvette.tech/app/public/internship/6564e79ae852067451c9850f


UI/UX Designer Internship
Vyunex Private Limited | Hyderabad, India
Stipend per month : ₹ 5K - 5K
Link: https://cuvette.tech/app/public/internship/6564ad5ee852067451bded7f


Fullstack Developer Internship
Reverr | Delhi, India
Stipend per month : ₹ 6K - 10K
Link: https://cuvette.tech/app/public/internship/6564631aa90667de8699edd3


UI/UX Designer Internship
Tutedude | India
Stipend per month : ₹ 5K - 9K
Link: https://cuvette.tech/app/public/internship/65644557a90667de86914d23

Technical Operations Internship
Newton School | Bangalore, India
Stipend per month: ₹ 15K - 20K

Apply Now: https://cuvette.tech/app/public/internship/656720a569c932b599963d41

Company Name : Coinbase
Batch : 2025 passouts

Role : SDE Internship

Link : https://www.coinbase.com/careers/positions/5466500

𝗪𝗵𝘆 𝗦𝗤𝗟 𝗜𝘀 𝗻𝗲𝗲𝗱𝗲𝗱 𝘁𝗼 𝗴𝗲𝘁 𝗶𝗻𝘁𝗼 𝗱𝗮𝘁𝗮 𝗿𝗼𝗹𝗲𝘀🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_advanced-sql-in-just-10-days-activity-7135817232244162560-n3Ei

For better roles in Data, you need to be better at SQL.

So, save this doc, it will help you master SQL at an advanced level with proper practice.

Credits to Bosscoder Academy. This tutorial is a part of their “Become a Data Analyst / Data Scientist” Program.

You can prepare with their project-based learning program here - https://bit.ly/40WU6nz

𝗚𝗼𝗼𝗴𝗹𝗲 𝗶𝘀 𝗼𝗳𝗳𝗲𝗿𝗶𝗻𝗴 𝗙𝗿𝗲𝗲 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗰𝗼𝘂𝗿𝘀𝗲𝘀🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_sql-basics-for-beginners-activity-7135938049749770240-Ez_5

Ranosys is hiring Java Developer!

Experience required: 3-6 years
Location: Jaipur (WFO)
Designation: Senior Software Engineer/Technical Lead

Send your resume to gargy.sharma@ranosys.com

https://www.linkedin.com/posts/gargy-sharma-80646898_javadeveloper-javadeveloper-career-activity-7135881890808381441-VYse

𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁, 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗵𝗶𝗿𝗶𝗻𝗴 𝗳𝘂𝗹𝗹 𝘁𝗶𝗺𝗲 𝗮𝗻𝗱 𝗶𝗻𝘁𝗲𝗿𝗻𝘀 🔥🔥🔥

https://www.linkedin.com/posts/mandarmpatil_onsite-hybrid-dataanalystjobs-activity-7135996391926939648-lNR3