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	Introduction/Installation/User vs Programmers Variables, Expressions & Statements, Comparison Operators Conditional Execution/Nested decision Loop/For-While loop String Data Types/Slicing/Comparison Library functions Python functions /Arguments and Parameters List Constants/List Method/Built in Method List Dictionaries/Built in method Dictionaries Basic Numpy /Pandas Data visualization using Plotly Data Pre-processing Introduction to ML Types of ML & Various Algorithm ML Algorithms 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