5 days FDP program “Applications of machine Learning and data Science in Engineering Technology”

5 days FDP program “Applications of machine Learning and data Science in Engineering Technology”

Dear All,

Greetings from RCERT Jaipur!!

Regional College for Education Research & Technology, Jaipurand Rajasthan Technical University, Kota is going to organize a Five Days Faculty Development Program on "Applications of Machine Learning & Data Science in Engineering Technology" from 15/12/2020 to 19/12/2020. 

AIM
The objective of this program is to provide participants with sufficient training and skill up gradation in the field of Machine Learning & Data Science. Data science is the processing and analysis of data that you generate for various insights that will serve a myriad of business purposes. The most popular data science methodologies come from machine learning. The course is designed to meet the curriculum of affiliated engineering colleges of RTU.
The mentioned FDP is targeted for the faculty members of the affiliated institutes as per the TEQIP-III norms.

 

Course Content:

• Basics of Python 
• Data Structure in Python
• Basics of Data Analytics
• Data Manipulation using Pandas
• Data visualization using matplotlib
• NumPy in Python
• Machine learning with Python using scikit-learn
• Predictive Analysis
• K-Means for cluster Analysis
• Linear Regression using Python
• Logistic Regression using Python
• Fuzzy c-means Clustering
• Application and Resources for Data Science

 

TENTATIVE SCHEDULE FOR THE PROGRAM IS AS FOLLOWED:

• 15th DECEMBER 2020
 

Session 1 (10:00 A.M – 11:00 A.M)

TOPIC -Basics of Python 

(Syntax, if-else, Loops)

PRESENTER- Dr Prashant S Rana

Thapar University

 

Session 2 (12:00 P.M – 1:00 P.M)


TOPIC - Basics of Python (Functions, 

String, Exception Handling, 

File Handling)

PRESENTER- Divya Khanna

ML Tools Pvt. Ltd

 

Session 3 (2:00 P.M – 3:00 A.M)


TOPIC - Data Structure in Python

(List and Dictionary)

 

PRESENTER- Arun Kumar, 

MITS, Gwalior

 

• 16th DECEMBER 2020

 

Session 1 (10:00 A.M – 11:00 A.M)


TOPIC - Data Structure in Python

(Tuple and Set)

 

PRESENTER- Arun Kumar, 

MITS, Gwalior

 

Session 2 (12:00 P.M – 1:00 P.M)


TOPIC - Basics of Data Analytics

 

PRESENTER- Divya Khanna

ML Tools Pvt. Ltd

 

Session 3 (2:00 P.M – 3:00 A.M)


TOPIC - Data Manipulation using

Pandas

PRESENTER- Dr Prashant S Rana

Thapar University

 

• 17th DECEMBER 2020

 

Session 1 (10:00 A.M – 11:00 A.M)


TOPIC - Data visualization using

matplotlib

 

PRESENTER- Arun Kumar, 

MITS, Gwalior

 

Session 2 (12:00 P.M – 1:00 P.M)
TOPIC - NumPy in Python

 

PRESENTER- Divya Khanna

ML Tools Pvt. Ltd

 

Session 3 (2:00 P.M – 3:00 A.M)
TOPIC - Machine learning with 

Python using scikit learn

 

PRESENTER- Arun Kumar, 

MITS, Gwalior

 

• 18th DECEMBER 2020

 

Session 1 (10:00 A.M – 11:00 A.M)
TOPIC - Predictive Analysis

 

PRESENTER- Mir Shahnawaz Ahmad

MITS, Gwalior

 

Session 2 (12:00 P.M – 1:00 P.M)
TOPIC - K-Means for cluster Analysis

 

PRESENTER- Mir Shahnawaz Ahmad

MITS, Gwalior

 

Session 3 (2:00 P.M – 3:00 A.M)

TOPIC - Linear Regression using

Python

 

PRESENTER- Dr. Ajay Kumar
INurture Education Solutions Pvt Ltd

 

• 19th DECEMBER 2020

 

Session 1 (10:00 A.M – 11:00 A.M)
TOPIC - Logistic Regression 

Using Python

 

 

PRESENTER- Dr. Ajay Kumar
INurture Education Solutions Pvt Ltd

 

Session 2 (12:00 P.M – 1:00 P.M)
TOPIC - Fuzzy c-means clustering

 

 

PRESENTER- Mir Shahnawaz Ahmad

MITS, Gwalior

 

Session 3 (2:00 P.M – 3:00 A.M)

TOPIC - Application and Resources

For Data Science

 

 

 

PRESENTER- Dr Prashant S Rana

Thapar University

 

REGISTER TODAY FOR SEEKING BEST KNOWLEDGE!
(NO REGISTRATION FEES!) 
Last date of Registration: 14th Dec 2020.

E-Certificate: All registered participants will be eligible to get e-certificate whose attendance is above 80% in all sessions.

The number of participants is limited and the selection is based on a first come first serve basis.

 


Registration Link:

https://forms.gle/BjSHRZefkrtpwoJt8

WhatsApp group link for participants :-

https://chat.whatsapp.com/JL67DLVM3GK7V7ZECngLrC

Host Institute Coordinator:

ErMadhumay Sen

HOD  CSE

 

For more information connect:

Er. Jay Saini

Email: fdprcert@deepshikha.org

Mobile: 8562019294

 

VENUE:
Regional College for Education Research & Technology, 

ISI-17, RIICO Institutional Area,

SitapuraJaipur, Rajasthan-302022

www.regional.ac.in

Thanks & Regards !
Team Regional College

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