Artificial Intelligence Programming with Python

In this course, students will have the opportunity to experience and learn how to use an Integrated Development Environment (IDE) such as Visual Studio Code, along with the Python programming language. They will also learn how to incorporate artificial intelligence elements into Python applications and gain hands-on experience with various practical projects, such as facial recognition, sound analysis, and automation systems.

Throughout this course, students will acquire advanced knowledge of the Python programming language. Additionally, participants will gain practical experience in building real-world applications.

To successfully pursue advanced branches of Python such as web development, game development, and AI applications, it is essential to have a strong foundation in Python and proficiently apply that knowledge. With the Artificial Intelligence Programming with Python course, students will be ensured a comprehensive understanding of both fundamental and advanced concepts, providing support for their application development journey in the future.

TRAINING CONTENTS

PART 1

Lesson 1: Software Installation and Project Management with GitHub

Lesson 2: Introduction to A.I and its Applications

Lesson 3: Handwritten Digit Recognition Application

Lesson 4-5: F.R.I.D.A.Y Virtual Assistant Application

Lesson 6-8: PDF-to-Speech Application

PART 2

Lesson 9-11: Smart Waste Classification Project

Lesson 12: Application Presentation (Short Presentation)

Lesson 13-15: Sign Language Recognition Application

Lesson 16: Application Presentation (Short Presentation)

Lesson 17-19: Automatic Fire Alarm Project

Lesson 20: Application Presentation (Short Presentation)

Lesson 21-23: Age Prediction Project

Lesson 24: Application Presentation (Short Presentation)

Lesson 25-27: ChatBot Service Advisory Project

Lesson 28: Application Presentation (Short Presentation) + Final Project Topic Selection

Lesson 29-31: In-class Project Implementation

Lesson 32: Final Project Presentation

THỜI GIAN & ĐỐI TƯỢNG HỌC

Độ tuổi: 12-17
Học phần: 32 buổi
Thời lượng: 4 tháng

BENEFITS OF THE COURSE

In-depth knowledge of the Python programming language.
Development of practical AI applications in real-world scenarios.

Age range 12-17
Course section32 sessions
Duration4 months

Other programs

MODULE 1: MODULES, PACKAGES, AND PIP
1	Module introduction
2	Python Module: Math, Random, Platform
3	Module and Package
4	Python Package Installer
5	Module 1 Quiz – Test
MODULE 2: STRINGS, STRING AND LIST METHODS, AND EXCEPTIONS
1	Character, Strings, Computer
2	The nature of strings in Python
3	String methods
4	Strings in action list methods
5	Error – The Programmer’s daily bread
6	The hierarchy of exceptions
7	Useful exception
8	Module 2 Quiz – Test
MODULE 3: OBJECT-ORIENTED PROGRAMMING
1	The foundaton of OOP (classes, objects, attributes)
2	Stack: The procedural vs OOP approach
3	Properties (instance variables, class variables, attributes)
4	Methods (Class and Object methods, constructors, parameters, Properties)
5	Inheritance (Function methods, class hierarchies, polymorphism, composition, single vs multiple inheritance)
6	The objective nature of Python exceptions
7	Module 3 Quiz – Test
MODULE 4: MISCELLANEOUS
1	Generators. iterators and closures
2	Files (File streams, file processing, diagnosing stream problems)
3	Processing text and binary files
4	The OS module – interacting with the operating system
5	The datetime and time modules – working with date – and time related functions
6	The Calendar Module – Working with calendar-related functions
7	Module 4 Quiz – Test

MODULE 1: INTRODUCTION TO PYTHON AND COMPUTER PROGRAMMING
1	Introduction to programming with Python
2	Downloading and Installing Python
3	Module 1 Quiz – Test
MODULE 2: DATA TYPES, VARIABLES, BASIC I/O OPERATIONS, AND BASIC OPERATORS
1	Hello World
2	Python Literals
3	Arithmetic operators & Hierarchy of prorities
4	Variables – Comments
5	The input() function and string operators
6	Module 2 Quiz – Test
MODULE 3: BOOLEAN VALUES, CONDITIONAL EXECUTION, LOOPS, LISTS AND LIST PROCESSING, LOGICAL AND BITWISE OPERATIONS
1	Comparison operators and conditional execution
2	Loops
3	Logic and bit operations in Python
4	Lists
5	Sorting simple lists
6	List processing
7	Multidimentional arrays
8	Module 3 Quiz – Test
MODULE 4: FUNCTIONS, TUPLES, DICTIONARIES, DATA PROCESSING, AND EXCEPTIONS
1	Functions
2	Function parameters and argument passing
3	Functions and Scopes
4	Creating simple functions
5	Tuples and Dictionaries
6	Exceptions
7	Module 4 Quiz – Test

Artificial Intelligence Programming with Python

THỜI GIAN & ĐỐI TƯỢNG HỌC

BENEFITS OF THE COURSE

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I CAN CODE SUMMER FOR TEENS

I CAN CODE SUMMER FOR KIDS

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REGISTER