Workshops

About the Workshop

The aim of the workshop to ensure that the candidates are made aware of what the industry actually needs in the niche field of Artificial Intelligence especially in the field of Machine Learning. 

Outcomes of the Workshop

Hurray! you will be able to understand the concepts of Machine Learning and where to use them and how to use them. You will also be given a project to work on and also help you understand how to use the Kaggle for implementing the same which showcases your interest in this field backing you stand out of the crowd.
Benefits
  • Certification
  • Python for Machine Learning
  • Exploratory data analysis
  • Machine Learning techniques
  • Practical examples
  • Project implementation

Curriculam

Workshop Day 1

  • Basics of Python
  • Numpy
  • Pandas
  • Exploratory Data Analysis
  • Introduction to Machine Learning
  • Use of Machine Learning in Industry
  • Algorithms for Regression and Classification
  • Scikit learn  and Matplotlib  libraries
  • Evaluation Metrics

Workshop Day 2

  • Problem statement 1- Classification
  • EDA on classification data
  • Implementing the classification algorithms
  • Evaluating the performance of the Algorithms
  • Problem statement 2 - Regression
  • EDA on regression data
  • Implementing the regression algorithms
  • Evaluating the performance of the Algorithms
  • Introduction to Kaggle




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