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Index

Index of all the resources to prepare for data science roles at CampusSeCorporate

Data Science interview preparation
Interview Preparation – Index

» Interview Questions

  1. Royal Bank of Scotland (Natwest) – Summer Intern
  2. Gartner – Summer Intern – Research, Data and Analytics
  3. ZS Associates – Data Science Associate
  4. MasterCard – Associate Analyst/ Associate Consultant
  5. Fractal Analytics – Data Scientist
  6. IDFC Bank – Analyst BI
  7. JP Morgan Chase & Co. – MRGR Analyst
  8. SBI Funds Management – Risk Analyst 
  9. Axtria – Analyst
  10. American Express – Summer Intern
  11. Kotak Mahindra Bank – Data Science Intern
  12. Play Games 24×7 – Data Scientist
  13. TCS R&I Labs – Systems Engineer (Data Science)
  14. Infosys – Data Science
  15. Wells Fargo – Corporate Model Risk Analyst
  16. ICICI Bank – Management Trainee
  17. United Bank of Switzerland (UBS) – Model Validation Specialist
  18. Novartis – Analytical Role
  19. Legato – Associate software engineer (Artificial Intelligence)
  20. United Bank of Switzerland (UBS) (Part 2) – Model Validation Specialist
  21. Dream11 – Data Scientist
  22. Optum Global Solutions – Associate Data Analyst
  23. JP Morgan Chase & Co. – Intern- Model Validation Specialist
  24. Eli Lilly – Applied Statistics Scientist
  25. HSBC – Analytical Role
  26. EXL – Data Analyst
  27. JP Morgan Chase & Co. (Part 2)- Intern- Model Validation Specialist
  28. Dr. Reddy’s – Data Scientist
  29. Morgan Stanley – Intern – Fixed Income Division Intern
  30. Genpact – Business Analyst
  31. ZS Associates – Data Science Associate
  32. Deloitte – Analyst
  33. Genpact – BHU – Business Analyst
  34. Altimetrik – Machine Learning Engineer
  35. Accenture – NLP Engineer
  36. Blume Global – Associate Data Scientist
  37. Eli Lilly – BHU – Statistical Analyst
  38. HDFC Bank – Data Scientist

» Undergraduate Interview Questions

  1. Accenture Capability Network –  Analyst
  2. ZS Associates – Strategy and Insights Planning 
  3. Bain – Analyst
  4. TresVista – Analyst in Research and Investment Services

» Free E-books

  1. Data Analysis Guide 2.0 in R
  2. Data Analysis Guide 2.0 in Python

» Concepts for Interviews

a) Statistical Concept
  1. Linear Regression, R-squared and Adjusted R-squared
  2. Econometrics Basics for Interviews
  3. Summary of Discrete Statistical Distributions
  4. Evaluation Metrics – Linear Regression
b) Simplified Stats with Chintu and Chutki
  1. P-value and Level of Significance
  2. Supervised Learning
  3. Scales of Measurements
  4. Unsupervised and Reinforcement Learning
  5. Performance Metrics of CLassification Models

» Interview Preparation

  1. Pareto’s Magic – Astonishing Interview Results
  2. Tips for Placement Preparation
  3. Approach to Attempt Aptitude Tests (by Piyush Negi)
  4. Interview Tips (by someone working in Analytics Consulting)

» Academic Projects

  1. Part 1 – How to do a project? (by Vaishnavi Gupta)
  2. Part 2 – How to do a project? (by Mayank Kaushal)
  3. Part 3 – How to do a project? (by Varsha Gupta)

» Decoding Companies

a) Company Research
  1. Episode 1 – How to do company research?
  2. Episode 2 – Novartis Company Research
b) Corporate Experience
  1. Video Series – Sourav Nandi
  2. HDFC Risk Analyst – Rashi Jain
  3. PwC Consultant – Zeba Khan
  4. EY Consultant – Damini Dasgupta
  5. Novartis Associate Statistical Programmer – Mouktik Paul
  6. Data Analyst – Chetan Singhal
  7. HDFC Risk Analyst – Data Science – Madhurima Saha
  8. American Express Analyst – Harshita Gupta
  9. Cognitio Analytics Analyst – Mohd Owaish
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