AI & ML USING PYTHON

The major industries using Artificial Intelligence (AI) and Machine Learning (ML) include Agriculture, Education and Infrastructure, Healthcare, Transport, Banking, Cyber Security, Manufacturing, Entertainment, Hospitality, and others. So today we can say that in each and every other sector we are using this Technology.

12th Pass, Under graduate students

Beginner
Last Updated Fri, 15-July-2022 English
What Will I Learn?
  • This training enables the participants to get familiar with fundamental understanding of Artificial Intelligence & Machine Learning and hands on training on Python language.
  • This training program will introduce the participants to data types, text manipulation, conditional statements, functions, Data handling, interacting with files, and working with third-party libraries (Installation to Implementation).

Course Coordinator Details

Dr. Dinesh Arora Dinesharora.ece@cgc.edu.in

9814060260



Curriculum For This Course
Module 1
  • Introduction to Python Programming for Machine Learning
    Introduction to Data Visualization and EDA
    Introduction to Data Manipulation and Cleaning
    Introduction to Web Scraping
  • Introduction to NLP
    Introduction to Machine Learning and Typ
    Introduction to Logistic Regression &KNN
    Introduction to Model Performance
    Introduction to Unsupervised Learning
    Introduction to Image Processing (Open CV)
  • Introduction to Neural Networks
    Introduction to Convolutional Neural Network (CNN)
    Introduction to Machine Learning Model Deployment on Heroku Cloud
    Introduction to Microsoft AZURE Machine Learning
    Introduction to Text Classification Using Microsoft AZURE Machine Learning
    Problems & short Project Class
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