By JAI MANGAL SINGH, CEO – Redtron Education Service LLP, CTO - Stockity Finance Solution

1. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Machine learning, Artificial intelligence (AI)
and its use in agricultural engineering
Agricultural Training Institute, Ahmednagar.

2. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
MATLAB is an integrated technical computing environment that combines
numeric computation, advanced graphics and visualization, and a high-level
programming language. …..The MathWorks, Inc.
What is MATLAB, Why MATLAB

3. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
• Fundamentals and Introduction to MATLAB Environment.
• Fundamental concept of Machine Learning elements .
• Understand key component of MATLAB for ML development .
• Understand all different types of Machine learning based algorithm.
Today’s Session Agenda

4. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

5. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

6. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Menu Bar and Tool Bar
Current Folder Directory
Function Description Window
Command Terminal
for code Execution
Workspace Area
Show variables in RAM

7. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

8. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Where we use Machine /Deep Learning

9. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
What is Machine Learning ?
Machine learning teaches computers to do what comes naturally to humans
and animals: learn from experience. Machine learning algorithms use
computational method to “ learn” information directly from data without
relying on a predetermined equation as a model.

10. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

11. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

12. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

13. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

14. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

15. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

16. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

17. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Procedure
1. Collect Data
2. Create the Network
3. Configure the Network
4. Initialize the weights and biases
5. Train the Network
6. Validate the Network
7. Use the Network

18. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

19. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

20. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

21. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

22. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

23. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

24. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Data Collection

25. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Data Pre-processing

26. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

27. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

28. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

29. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

30. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

31. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
CNN Algorithm / Architecture

32. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

33. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
ReLU Layer

34. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

35. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Pooling Layer

36. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Drop Out Layer

37. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Fully Connected Layer

38. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Softmax Layer

39. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

40. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Learning Rate effect

41. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy

42. By: Jai Mangal Singh
• By: Jai Mangal Singh , Founder & CEO at Redtron (Bangalore) , CTO at Stockity & CTO at Masss Energy
Thank you
www.redtron.org
https://www.facebook.com/MatlabSimulinkR20
https://www.linkedin.com/in/jai-mangal-singh-a0bb544a
Email: jaimangalsci@gmail.com