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

By
Dr. Prashant Singh Rana
Computer Science & Engineering Department,
Thapar Institute of Engineering and Technology,
Patiala, Punjab.
www.psrana.com | psrana@gmail.com
Data Science Applications
and Resources

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

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

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

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

Project Idea: LeadingIndia.ai
Go to  leadingindia.ai  Projects

Go to  leadingindia.ai  Research Projects

Go to  leadingindia.ai  Resources

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.

For Project Idea
3. Hackathon by State Government

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.

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

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

YouTube Channels
Explore and subscribe toYoutube Channels for Data Science
• Krish Naik | Click Here
• Corey Schafer | Click Here
• Sentdex | Click Here

YouTube Channels
Explore :
 Data Science Projects playlist | Click Here

Research Papers - I
PaperWith Code | Click Here

Research Papers - II
Two Minutes Papers | Click Here

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

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

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

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

Learning by Doing
Thanks
Contact
www.psrana.com | psrana@gmail.com
Q & A

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

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