Python: Python Programming for Artificial Intelligence (1)

Learn Python like a Pro! Start with basics to learn Data Science, Machine Learning and Artificial Intelligence - (2021)

Ratings: 4.43 / 5.00

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

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.

Go from a total beginner to a confident Python programmer
You can write "Advanced in Python for Artificial Intelligence" with peace of mind in your CV
It will be easier for you to adapt to other languages after learning Python
This course is only 1 in 7 of what I want to teach you. This course will be the basis of our last course, artificial intelligence course. To give an example, if life is an artificial intelligence, this course is your first steps in this life
Acquire the pre-requisite Python skills to move into specific branches - Machine Learning, Data Science and Artificial Intelligence
You will learn the Numpy, Pandas and Matplotlib libraries which are the basic data science libraries.
Optional: Add the Python Object-Oriented Programming (OOP) skills to your
Learn Python from experienced professional software developers.

Those who want to specialize in Python language
Those who want to learn a programming language but cannot decide which one
Those who want to start and continue their education or career in data science, machine learning or artificial intelligence
Those who know Python basics and want to master Python for Artificial Intelligece