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Python: Python Programming for Artificial Intelligence (1)
Rating: 4.2 out of 5(100 ratings)
572 students

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)
Created byDATAI TEAM, Datai Team Academy
Last updated 7/2021
English

What you'll learn

  • 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.

Course content

10 sections • 73 lectures • 8h 33m total length

  • Python Introduction2:06
  • Python Installation2:28

    Learn how to download and install the Python development environment via Anaconda Navigator on Mac or Windows, launch Spyder, run simple code, view variables, and customize the theme and font.

  • Datai Team Github and Resources1:00

    Discover course resources and the code from the Python for AI course, including Udemy versions; download code as a zip and open it in Spyder or Google Colab.

  • Optional: Google Colab1:12

Requirements

  • No prior knowledge of Python programming is required
  • It is enough to have a computer with internet connection
  • Good dreams about goals and future

Description

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.

Who this course is for:

  • 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

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