Day05 - Session 3 - Data Science Applications and Resources.pptx

ppt

1. By Dr. Prashant Singh Rana Computer Science & Engineering Department, Thapar Institute of Engineering and Technology, Patiala, Punjab. www.psrana.com | [email protected] Data Science Applications and Resources

2. Day 2

3. Lets Start

4. How to get the ideas for Project (A Million Dollar Question)

5. For Project Idea: Explore It is not a job of one day. Explore Hackathons, Funding agency site, Project calls, etc Study Case study, Funding stories (YourStory.com) Discuss With Friend, Faculty, Teacher, Mentor, Students Build Team and Implement Present

6. For Project Idea: Note it down For any new idea just prepare 1-2 page writeup Title Methodology Expected Outcome Requirement (equipment)

7. For Project Idea 1. Leading India AI www.LeadingIndia.ai (AI/ML based problems) Lead by Prof. Deepak Garg Ready made AI/ML based problem statement. Explore: Projects , Resources , Research Projects

8. Project Idea: LeadingIndia.ai Go to  leadingindia.ai  P rojects

9. Project Idea: LeadingIndia.ai Go to  leadingindia.ai  Research P rojects

10. Project Idea: LeadingIndia.ai Go to  leadingindia.ai  Resources

11. For Project Idea: SIH 2. Smart India Hackathon (SIH) www.sih.gov.in (Best resource for project idea) Explore problem statements of current and previous years. 353 problems in 2020 from different agencies and ministries.

12. For Project Idea 3. Hackathon by State Government

13. For Project Idea 4. Innocentive www.innocentive.com (Real life problems) Go to Challenge Center  Challenges Ready made Problem statement, Literature, Expected outcome and price money .

14. For Project Idea 5. Kaggle www.kaggle.com (Data Science problems)  Compete Ready made Problem statement, Literature, Expected outcome and price money .

15. Quiz1

16. Free Books Library Genesis  gen.lib.rus.ec Other Resource Zlibrary  b-ok.asia

17. YouTube Channels Explore and subscribe to Youtube Channels for Data Science Krish Naik | Click Here Corey Schafer | Click Here Sentdex | Click Here

18. YouTube Channels Explore : Data Science Projects playlist | Click Here

19. Research Papers - I Paper With Code | Click Here

20. Research Papers - II Two Minutes Papers | Click Here

21. Join Telegram Group Discussion on ML and DL By Krish | Click Here

22. Explore Github - I 1. For Data Science by Krish Naik | Click Here

23. Explore Github - II 2. Learn Neural Network and Deep Learning with code and Videos (By Prof Jeff Heaton) | Video   Code

24. Resources - All www.psrana.com  Resource www.psrana.com  UCS538

25. Learning by Doing Thanks Contact www.psrana.com | [email protected] Q & A