Course curriculum

  • 1

    Student Guide Book

    • Introduction Video

    • Student Guidebook

    • Schedule/curriculum Time Table

    • Python Demo and Installation

    • Python Intro and Installation

    • Basic python and datatype

    • Basic,Number,string

  • 2

    Zoom Live Session links

    • ML -1st Live Session- Dec 6, 2021 07:00 PM

    • ML- 2nd Live Session - Dec 8, 2021 07:00 PM

    • ML- 3rd Live Session - Dec 15, 2021 07:00 PM

    • ML-4th Live Session- Dec 17, 2021 07:00 PM

    • ML-5th Live Session- Dec 20, 2021 07:00 PM

    • ML-6th Live Session- Dec 22, 2021 07:00 PM

    • ML-7th Live Session- Dec 24, 2021 07:00 PM

    • ML-8th Live Session- Dec 27, 2021 07:00 PM

    • Machine learning Session 9- 29-12-2021

    • Machine Learning Session 10- Dec 31, 2021 07:00 PM

    • Machine Learning Session 11- Jan 5, 2022 07:00 PM Cancelled

    • Machine Learning Session 11- Jan 7, 2022 08:00 PM

    • Machine Learning Session 12 - Jan 10, 2022 07:00 PM

    • Machine Learning Session 13- Jan 12, 2022 07:00 PM

    • Machine Learning Session 14- Jan 14, 2022 07:00 PM

    • Machine Learning Session 15- Jan 17, 2022 07:00 PM Cancelled

    • Machine Learning Session 15- Jan 19, 2022 07:00 PM

    • Machine Learning Session 16- Jan 21, 2022 05:00 PM

    • Machine Learning Session 17- Jan 23, 2022 03:00 PM

    • Machine Learning Session 18- Jan 24, 2022 07:00 PM

    • Machine Learning Session-19-25-01-2022- cancelled

    • Machine Learning Session- Jan 28, 2022 06:00 PM
  • 3

    Industrial Live Sessions Recordings

    • Machine Learning- Session 1- 06-12-2021

    • Machine Learning- Session 2 -08-12-2021

    • Machine Learning Session 3- 15-12-2021

    • Machine Learning Session 4- 17-12-2021

    • Machine Learning Session 5- 20-12-2021

    • Machine Learning Session 6-22-12-2021

    • Machine Learning Session 7-24-12-2021

    • Machine Learning Session 8- 27-12-2021

    • Machine Learning Session 9 29-12-2021

    • Machine Learning Session 10- 30-12-2021

    • Machine learning Session 11-07-01-2022

    • Machine learning Session 12-10-01-2022

    • Machine Learning Session 13-12-01-2022

    • Machine Learning Session 14-14-01-2022

    • Machine Learning Session- 15-19-01-2022

    • Machine Learning Session 16-21-01-2022

    • Machine Learning Session 17-23-01-2022

    • Machine Learning Session- 18- 24-01-2022

    • Machine Learning Session-19-29-01-2022
  • 4

    Major Project

    • Major Project
  • 5

    MTA- E Learning Content

    • MTA Program Objectives
  • 6

    Module 1: Installing and Starting Python

    • 1.1: Overview

    • 1.2: Installing Python

    • 1.3: Interactive Python

    • 1.4: Significant Whitespace

    • 1.5: Python Culture

    • 1.6: The Python Standard Library

    • 1.7: Summary

    • Installing and Starting Python Slides
  • 7

    Module 2: Scalar Types, Operators and Control Flows

    • 2.1: Overview

    • 2.2: Relational Operators

    • 2.3: Control Flow

    • 2.4: While Loops

    • 2.5: Summary

    • Scalar Type Operators and Control Flow Slides
  • 8

    Module 3: Introducing Strings, Collections and Iterations

    • 3.1: Overview

    • 3.2: String

    • 3.3: String Literals

    • 3.4: Bytes

    • 3.5: List

    • 3.6: Dictionary

    • 3.7: For Loop

    • 3.8: Putting It All Together

    • 3.9: Summary

    • Introducing Strings, Collections and Iterations Slide
  • 9

    Module 4: Modularity

    • 4.1: Overview

    • 4.2: Modules

    • 4.3: Functions

    • 4.4: Name

    • 4.5: The Execution Model

    • 4.6: Command Line Arguments

    • 4.7: Docstrings

    • 4.8: Comments

    • 4.9: Shebang

    • 4.10: Summary

    • Modularity Slides
  • 10

    Module 5: Objects and Types

    • 5.1: Overview

    • 5.2: Passing Arguments and Returning Values

    • 5.3: Function Arguments

    • 5.4: Python's Type System

    • 5.5: Scopes

    • 5.6: Everything is an Object

    • 5.7: Summary

    • Objects and Types
  • 11

    Module 6: Built-in Collections

    • 6.1: Overview

    • 6.2: Tuples

    • 6.3: Strings

    • 6.4: Ranges

    • 6.5: Lists

    • 6.6: Dictionaries

    • 6.7: Sets

    • 6.8: Protocols

    • 6.9: Summary

    • Built-in Collections Slides

    • Codes for Built-in Collections

  • 12

    Module 7: Exceptions

    • 7.1: Overview

    • 7.2: Exceptions and Control Flow

    • 7.3: Handling Exceptions

    • 7.4: Exceptions and Programmer Errors

    • 7.5: Re-raising Exceptions

    • 7.6: Exceptions and Part of the API

    • 7.7: Exceptions and Protocols

    • 7.8: Avoid Explicit Type Checks

    • 7.9: It's Easier to Ask Forgiveness Than Permission

    • 7.10: Cleanup Actions

    • 7.11: Platform Specific Code

    • 7.12: Summary

    • Exceptions Slide
  • 13

    Module 8: Iterations and Iterables

    • 8.1 Overview

    • 8.2: List and Set Comprehensions

    • 8.3: Dictionary Comprehensions

    • 8.4: Filtering Comprehensions

    • 8.5: Iteration Protocols

    • 8.6: Generator Functions

    • 8.7: Maintaining State in Generators

    • 8.8: Laziness and the Infinite

    • 8.9: Generator Expressions

    • 8.10: Iteration Tools

    • 8.11: Summary

    • Iteration and Iterables Slides
  • 14

    Module 9: Classes

    • 9.1: Overview

    • 9.2: Classes

    • 9.3: Defining Classes

    • 9.4: Instance Methods

    • 9.5: Instance Initializers

    • 9.6: A Second Class

    • 9.7: Collaborating Classes

    • 9.8: Booking Seats

    • 9.9: Methods for Implementation Details

    • 9.10: Object Oriented Design with Function Objects

    • 9.11: Polymorphism and Duck Typing

    • 9.12: Inheritance and Implementation Sharing

    • 9.13: Summary

    • Classes Slides
  • 15

    Module 10: File IO and Resource Managements

    • 10.1: Overview

    • 10.2: Opening Files

    • 10.3: Writing Text

    • 10.4: Reading Text

    • 10.5: Appending Text

    • 10.6: Iterating Over Files

    • 10.7: Closing Files with Finally

    • 10.8: With Blocks

    • 10.9: Binary Files

    • 10.10: Bitwise Operators

    • 10.11: Pixel Data

    • 10.12: Reading Binary Data

    • 10.13: File-like Objects

    • 10.14: Context Manager

    • 10.15: Summary

    • File IO and Resource Managements Slide
  • 16

    2nd Orientation Meeting

    • 2nd Orientation Meeting-21-04-2022