Movie Recommendation using Machine Learning Workshop at Karyashala ’20 - VVP Engineering College, Rajkot

What is this workshop about?

Machine learning gives the computer an ability to learn from past data and make predictions about the future. It is the most hot area right now with great career prospects.
In this course, you will learn about various machine learning algorithms and develop a machine learning model to recommend movie titles using Python language.

By developing this project you will learn about:

1. Mean Squared Error Function
2. Linear Regression & its types
3. Update Function
4. Clustering in Machine Learning
5. KNearest neighbors

Course Outcomes

• Learn the basics of Machine Learning
• Learn about Machine Learning Terminology & Pipeline
• Learn about Tools for Machine Learning
• Get hands-on experience on Python programming language
• Develop your own ML model to recommend movie titles based on user's history

Course Structure

• Lecture Session - 2 hours
• Installation Session - 2 hours
• Programming Session - 10.5 hours
• Testing Session - 1.5 hours
• Certificate Distribution - 0.5 hours

Topics Covered

• Machine Learning - Concepts, Basic Operations
• Machine Learning Terminology & Pipeline
• Tools for Machine Learning
• Build your first maching learning model
• Data Visualization of BH Data
• Correlation between Target & Attributes/li>
• Mean Squared Error
• Data Splitting & Accuracy of Model
• Linear Regression & its Types
• SelectKBest Features
• Discard Bad Features
• Data Visualization - Programming Logic
• Data Processing - Programming Logic
• K Nearest Neighbours

Online Portal

Participants have access to an exclusive online portal to:

• View status of registered and attended workshops
• View study material for workshops

Certification

• All Skyfi Labs certificates have a unique ID which can be verified online for authentication
• Certificate of Completion
• Certificate of Completion with Distinction (for top performers)

Eligibility

Anybody who has prior knowledge on Python and want to develop machine learning skills and understand Python programming can attend this workshop.

Why Skyfi Labs?

• Skyfi Labs - an award winning company working towards transforming textbook geniuses into productive engineers.
• Awards won by us:
• 2nd Best Business Venture Award, Ideas, IIT Kanpur
• 30 Most Promising Startups, Next Big Idea, IIM Bangalore
• Runner-up, UnLtd India Growth Challenge
• Limca book of records
• Associated with industry and partnership with organizations transforming engineering education
• Altair Engineering
• Boeing
• IUCEE (Indo-US Collaboration for Engineering Education)
• Startup Village
• Our courses are officially a part of IIT Delhi Syllabus and IIT Kanpur orientation programs
• Experience of training students across 27 states in India and Dubai (Presence)
• Improved performance of students in Campus Placements
• A venture by IIT Kanpur alumni and funded by The Chennai Angels and Spark Capital

You can also request us to organize this workshop in your college

Any Questions?