Applied Ml and AI Using Python

This course deals with preparing data for analysis and processing, performing advanced data analysis, and presenting the results to reveal patterns and enable stakeholders to draw informed conclusions

Beginner 0(0 Ratings) 1 Students enrolled English
Created by Handson Hybrid
Last updated Mon, 02-Jan-2023
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Course overview

This is the best Hands-On Python course. Learn from scratch. No need of any programming knowledge. The course includes thorough coverage of Installation, Python syntax, built in data types and control constructs. The course takes a practical approach to creating and organizing Python programs using functions, packages, modules and classes as part of Python's object-oriented paradigm. This program used case studies and Hands-On Project work with all code files and other resources. This course also covers Python GUI Programming with Tkinter.

What will i learn?

  • Python Language
  • Machine Learning
  • Artificial Intelligence
Requirements
  • No prerequisites required
  • This course is for anyone who can operate computer with internet
  • Beginners who are aspiring to become a Python Programmer
Curriculum for this course
52 Lessons 07:56:53 Hours
Introduction of python
4 Lessons 00:29:10 Hours
  • Introduction of python and History of Python
    Preview 00:07:48
  • Why python is so famous ? Internal & External IDLE
    Preview 00:02:42
  • Python Installation
    00:02:18
  • Compiler & Interpreter , Variable, Keywords, Comments & Indentation
    00:16:22
Basics of Python
7 Lessons 00:55:28 Hours
  • Write your first program. Input and Output function.
    Preview 00:11:53
  • Data types
    00:04:47
  • Arithmetic operator, Assignment Operator
    00:07:19
  • Relational Operator
    00:09:40
  • Logical operator
    00:07:39
  • Bitwise operator
    00:11:18
  • Identity Operator, Membership Operator
    00:02:52
Conditional statement & Loop
7 Lessons 01:05:11 Hours
  • Conditional statement- if-elif-else
    00:11:02
  • Nested Conditional Statement
    00:11:54
  • What is Loop?
    00:02:37
  • Loop- While Loop, For Loop
    00:09:45
  • Nested while loop
    00:09:24
  • Nested for loop
    00:09:48
  • Username and Pass Word Log in example of Nested Loop
    00:10:41
Functions
4 Lessons 00:36:35 Hours
  • Basics Defining function
    Preview 00:12:41
  • Function call Return statement
    00:05:18
  • Scope of Variable in a Function
    00:07:05
  • Types of Function- User define functions ,Recursion, Anonymous (lambda) function
    00:11:31
Numeric Data Type & String
4 Lessons 00:40:06 Hours
  • Numeric Data type basics
    00:04:25
  • String Data Type
    00:16:25
  • String Data Type - String Formatting, Escape sequence and Raw String
    00:08:44
  • Random number generation (Using Random Modules)
    00:10:32
List & Tuple
5 Lessons 00:44:15 Hours
  • Defining & Creating list, Accessing list elements of list
    00:17:50
  • List methods, Functions used with list
    00:06:08
  • List comprehension
    00:03:37
  • Matrix & Cube implementation
    00:09:49
  • Defining & Creating a Tuple, Operation, Methods, Functions used with Tuple
    00:06:51
Dictionary & Set
5 Lessons 00:24:07 Hours
  • Dictionary Data Type
    00:02:40
  • Method and Function
    00:05:07
  • Dictionary Comprehension
    00:03:56
  • Set Data Type
    00:08:12
  • Compares with all python data type
    00:04:12
Module and Packages
4 Lessons 00:39:15 Hours
  • Defining and creating package
    00:06:37
  • Practical Implementation
    00:06:55
  • Dir Function Sys module
    00:17:23
  • Python pip Installation
    00:08:20
Object Oriented Programming
6 Lessons 01:05:51 Hours
  • Installation of PyCharm
    00:09:52
  • Object Oriented Concept
    00:13:16
  • Method and Function
    00:14:33
  • Instance method, class method & Static method
    00:09:26
  • Inheritance
    00:11:18
  • Method Overloading and Method Overriding
    00:07:26
Exception Handling
2 Lessons 00:18:42 Hours
  • Defining an exception &Default exception handler
    00:11:17
  • Exception Calling
    00:07:25
GUI Programming with Tkinter
4 Lessons 00:58:13 Hours
  • Graphical User Interface Tkinter
    00:09:49
  • EntryBox, TextBox, Button Entry
    00:17:25
  • Label, EntryBox, TextBox, Button Entry
    00:18:09
  • Check Boxes and Background Image
    00:12:50
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Handson Hybrid

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