Enterprise Data Science Use Cases
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CloneSkills is a global learning platform that teaches enterprise data science through real-life use cases and an integrated digital lab. It provides digital content on topics like data science and what data science is. The platform has over 200,000 learners and showcases proven data science use cases developed using open data and technologies like R, Python, Hadoop, SAP HANA and Oracle BDA.
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Enterprise Data Science Use Cases
- 1. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 2. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 Our community value CloneSkills powered by around 200000( two hundred thousand) learners
- 3. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 What is data science ?
- 4. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 What is data science ? Continued …
- 5. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 Our proven data science industry use cases
- 6. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 7. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 8. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 9. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 10. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 11. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 12. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 13. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 14. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 15. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 16. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 17. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 18. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 19. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 20. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 21. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 22. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 Our enterprise data science lab
- 23. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 24. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 25. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 Our source code
- 26. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 Disclaimer. This "PARTIAL" code block strictly shared for learning and researching. We have no liability on this particular code under any circumstances. Users should use this code on their own risk. All software, hardware and other products that are referenced in these materials belong to the respective vendor who developed or who owns this product. - This is not a production ready code.
- 27. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 28. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 29. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 30. Global Learning Platform With Digital Content and Digital Lab This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228
- 31. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 32. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 33. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 34. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 35. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 36. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 37. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 38. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 39. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 40. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228
- 41. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 We should be able to provide the remaining source code upon request
- 42. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 We Are Global Leader in Solving Data Science Skill Gaps. Our Community Service: Our Goal: Simplify enterprise data science learning through proven use cases and integrated data science lab infrastructure. Our effort is to address global skill gap issues on data science. This is a free community service to help individuals to learn enterprise data science using various analytics techniques on big data. This is not a sales material and/or marketing tool kits to market on what we do for the data science learning community. We are PRACTICAL: We bring only reality to public for on job learning experience We share our practical experience and lessons learned in our presentation We have on cloud integrated data science lab and our lab empowered by HADOOP, SAP HANA, Oracle BDA & Microsoft's Big Data We have digital learning content We have proven industry use cases We have hands-on expertise to solve data science & big data problems from strategy to execution WE ARE PRACTICAL and we bring only reality to our discussion. We share our practical experience and lessons learned in our presentation.
- 43. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 This is our proven use case, we developed this using Open Data: ______________________________ Technology in Scope ______________________________ ● R ● Python ● HADOOP ● SAP HANA ● Oracle BDA ______________________________ Jothi Periasamy Chief Data Scientist (916)-296-0228 Our Value To Data Science Community: ● As you may have realized, we are starting our posting with measurable business values by presenting real analytics. I am sure you may have seen 100’s of presentation on big data , analytics, data science and predictive analytics but have you seen one single presentation which explains practical process and steps that’s required to implement predictive analytics at an enterprise level?, and the answer is “NO”. ● With us, now you have an opportunity to understand the steps to implement big data and also a true learning platform to learn to implement Predictive analytics. Learn beyond concepts and presentation
- 44. Global Learning Platform With Digital Content and Digital Lab Learn the roots of enterprise data science with real-life use case and integrated digital lab CloneSkills, Inc. http://www.CloneSkills.com , [email protected], (916)-296-0228 Thank You !