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Ever wondered what the heavy words Artifical Intelligence, Machine Learning and Deep Learning meant ?

 

Ever wanted to learn those concepts and cannot afford to spend weeks of time to understand the fundamentals of machine Learning

 

Do not Fret !

 

Vidhya Sangha Technologies Private limited is organising a 6 days session on these concepts for an affordable price of Rs 500/- only
 

Also she will be explaining the concepts in an application-oriented fashion in the domain of healthcare which is much more evolving in itself. Come join us in this exciting journey of understanding fundamentals of  Machine Learning in the field of health care by registering at www.vidhyasanghatech.org

 

Schedule:

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Day1:

• Introduction to ML,DL,AI

• Various Application of ML in healthcare sector

• One of the ML algorithm:knn, Application of KNN in medical system

 

Day2:

• Concept of data pre-processing

• What is linear regression?

• Underlying mathematical foundation of linear regression

• Introduction to overfitting and under-fitting situation

• Root mean square error and accuracy calculation 

• Implementation of linear regression problem Usecase 1

 

Day3:

• Introduction to logistic regression

• Significance of sigmoid function in logistic regression

• Implementation of logistic regression: Use case 2

 

Day 4:

• Introduction to Decision tree in Machine learning

• Implementation of Use Case 3

• Bagging and Boosting

 

Day 5:

• Introduction to Random forest algorithm

• Implementation of Random forest Use case 4

• Accuracy measure

Day 6:

• Project assignment with real life data from medical sector

 

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