Python: Python Programming for Artificial Intelligence (1)

THIS COURSE IS THE FIRST PART OF 7-STEP ARTIFICIAL INTELLIGENCE JOURNEY.

1. Python   

2. Data Science

3. Visualization Tools

4. Machine Learning

5. Deep Learning

6. Statistical Learning

7. Reinforcement Learning

We will learn the Python language infrastructure required to learn our ultimate goal, Artificial Intelligence algorithms.

PYTHON COURSE DESCRIPTION

• Python Introduction

  • Python Installation

  • Udemy Description

  • Datai Team Github and Resource

• Python Basics

  • Variables  

  • Strings 

  • Numbers 

  • Built-in Function

  • User Defined Function

  • Lambda Function   

  • List   

  • Tuple   

  • Dictionary   

  • If-else statements   

  • For and While Loops

• Object Oriented Programming (OOP)   

  • Class and Constructor    

  • Class Variables

• Dealing with Programming Errors   

  • Syntax Errors

  • Exceptions   

• Numpy Library

  • Numpy Basics

  • Numpy Operations

  • Indexing and Slicing   

  • Shape Manipulation   

  • Stacking Arrays   

  • Convert and Copy Array   

• Pandas Library

  • Pandas Introduction 

  • Pandas Basic Methods 

  • Indexing and Slicing    

  • Filtering   

  • List Comprehension   

  • Concatenating   

  • Transform Data   

• Matplotlib Library

  • Pandas Review 

  • Line Plot   

  • Scatter Plot   

  • Histogram   

  • Bar Plot   

  • Subplots   

• Optional: Object Oriented Programming (OOP)

  • Classes

  • Attributes

  • Methods

  • Methods vs Functions

  • Constructor/Initializer

  • Encapsulation

  • Inheritance

  • Abstract Classes

  • Overriding

  • Polymorphism

  • Rent a Vehicle Project

• 2 Practice Exam: Midterm + Final Exams

• 26 Quizzes

WHY PYTHON?

• According to 2020 IEEE research, Python is one of the most used and preferred programming languages worldwide.

• Python is the first choice of newcomers to coding thanks to its easy learning.

• Python is open source, supported by the world's largest companies such as Facebook or Google.

• When it comes to data science, machine learning or artificial intelligence, Python language comes to mind first. This causes Python to have a large worldwide audience.

• In terms of professional career, Python is one of the languages with the most opportunities.

THE OPPORTUNITIES YOU WILL HAVE WITH THIS COURSE

• Coding ability from scratch: We will code together.

• Codes and Templates: You can download every Python template and code we have created in the course. Thanks to this code and template, you create the infrastructure for the applications and projects that you will make later.

• Theory and Logic: We not only tell you how to write code, but also the logic and theory behind the code we write, and why we write such a code.

• In-class support: We don't just give you video lessons. We have created a professional Python Programmer team and community to support you. This means that you will get answers to your questions within 24 hours.

WHO WE ARE: DATAI TEAM ACADEMY

DATAI TEAM is a team of Python Programmers and Data Scientists.

Let's register for the course and start the Object-Oriented Programming adventure with Python.