Machine Learning using Python Workshop at Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bangalore

Date:
27 Mar - 28 Mar, 2020

Venue:
Dayananda Sagar College of Engineering, Kumaraswamy Layout, Bangalore
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Only for Internal Students
For more details call us as at 18001237177

More than just a Workshop

  • ✓ Study Material
  • ✓ Online Examination
  • ✓ Performance Analysis

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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 new house price prediction project using Python language. By developing this project you will learn about:

By developing this project you will learn about:

  1. Machine learning algorithms
  2. Importing & processing a dataset
  3. Evaluation and vizualization of the model
  4. Anaconda, Jupyter, pandas, sklearn and numpy

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 that predicts the price of a house

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 machine learning model
    • Data Visualization of BH Data
    • Correlation between Target & Attributes
  • Mean Squared Error
  • Data Splitting & Accuracy of Model
  • Linear Regression & its Types
  • Update Function
  • Descent Function
    • Model Training Visualization
    • Error Visualization
    • Prediction & Validation

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 interested in machine learning and 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
  • 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

Contact Details

Read FAQs here. These FAQs can answer your queries quickly.
If your query is not answered by our FAQs, please contact us:
Email: info@skyfilabs.com
Phone: 18001237177 (10AM - 8PM; Mon - Sat)


Only for Internal Students
For more details call us as at 18001237177

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Bangalore, now known officially as Bengaluru , is the capital of the Indian state of Karnataka.