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EAMCET Counseling code: KGRH

Machine Learning with Python Programming

Machine Learning with Python Programming

DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING

Name of Certification:  MACHINE LEARNING WITH PYTHON PROGRAMMING

Expected Outcomes: 

  • Gain knowledge about basic concepts of Machine Learning.
  • Identify machine learning techniques suitable for a given problem.
  • Solve the problems using various machine learning techniques.
  • Design application using machine learning techniques.

Collaborators:  ROBOSOL-For a Cause.

Duration of Program: 30 hours

Schedule:

  • The theory and practical classes will be taken online on daily bases for duration of 30 hours.
  • 15 hours will be for theory and 15 hours is for practical session.
  • Practical session will be done by implementing Real-time Projects.
  • Certification will be given for eligible students based on the course completion and Real-Time Projects.
  • One day “Project Expo” will be held for the students after completion of the course.

 

Recourse person Days Session Timings
Vivek Yadav 15 Days Theory 1:30PM to 2:30PM
15 days Practical 1:30PM to 2:30PM

Day-Wise Syllabus

 

Day Name of the Topic Timings
Day-1

To

Day-15

  1. Introduction/Installation/User vs Programmers
  2. Variables, Expressions & Statements, Comparison Operators
  3. Conditional Execution/Nested decision
  4. Loop/For-While loop
  5. String Data Types/Slicing/Comparison Library functions
  6. Python functions /Arguments and Parameters
  7. List Constants/List Method/Built in Method List
  8. Dictionaries/Built in method Dictionaries
  9. Basic Numpy /Pandas
  10. Data visualization using Plotly
  11. Data Pre-processing
  12. Introduction to ML
  13. Types of ML & Various Algorithm
  14. ML Algorithms
  15. ML Algorithms
1:30 PM to 2:30 PM

(Theory)

Day-16 

to

Day-30

Hands-on on implementing Real time projects 1:30 PM to 2:30 PM

(Practical)

Coordinator:  Ms. R. Hima Sagarika

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