Summer School '21

Data Science
and
Machine Learning


4th - 6th & 12th - 13th June, 2021

(5 day workshop)





About IEEE

IEEE Student Branch DAIICT aims to provide an interactive and informative platform for students to develop professional and technical abilities. IEEE SB DAIICT hosts Summer School every year to provide students an opportunity to develop their technical skills and make their summer break a productive one.

This time we bring to you a 5 day-long, Summer School 2021. This summer school aims at providing a hands-on experience in one of the emerging technical domains followed by a competition and exciting prizes to grab.

The domain for Summer School 2021 is Data Science and Machine Learning.

The event will take place on:

4th, 5th and 6th June 2021 - Data Science and Machine Learning Hands-on

12th and 13th June 2021- Advanced Machine Learning Algorithms and Industrial Project



About Data Science & Machine Learning


Workshop Details And Benefits






Speakers




Schedule


Day 1: Statistics - Basics and Advanced
  • What is Statistics?

  • Computing basic statistics

  • Hypothesis Testing

  • Statistical tests - Correlation, Chi Square, ANOVA

  • Summarizing Data

Day 2: PYTHON for data science
  • Data Analysis Pipeline

  • Processing the Data

  • Types of Data

  • Feature engineering

  • Data Wrangling

  • Exploratory Data Analysis

  • Visualization of Data

Day 3: Case study and Introduction to ML
  • Life cycle of Data Science

  • What is Machine Learning?

  • Machine Learning Use-Cases

  • Machine Learning Process Flow

  • Machine Learning Categories

  • Supervised Learning: Linear Regression, Logistic Regression

Day 4: Machine learning
  • What is Classification and its use cases?

  • What is a Decision Tree?

  • Algorithm for Decision Tree

  • Confusion Matrix

  • Random Forest algorithm in detail

  • Support Vector Machine: Classification

Day 5: Project
  • Implementing all the algorithms in Python in the form of an industry level project.




Register Now

IEEE/DA-IICT Member


₹ 200


General Participants


₹ 300



Our Sponsors



Contact


Contact Number

Prabhav Shah: +91 910 650 5620
Rinkal Naik: +91 706 967 0451


Mail Us At

summerschool2021.daiict@gmail.com