Python: Python Programming for Artificial Intelligence (1)
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
- Preview02:06
- 02:28Python Installation
- 01:00Datai Team Github and Resources
- 01:12Optional: Google Colab
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.
Python
Data Science
Visualization Tools
Machine Learning
Deep Learning
Statistical Learning
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.
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
Instructors
![DATAI TEAM](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 4.5 Instructor Rating
- 16,162 Reviews
- 77,163 Students
- 17 Courses
Yapay Zekâ & Veri Bilimi
DATAI Team Bilkent ve ODTÜ gibi üniversitelerden mühendislik alanında lisans ve lisansüstü seviyelerde mezun Yapay Zekâ, Veri Bilimi ve Algoritma alanlarında uzman kişiler tarafından Türkçe kaynak eksikliğine çözüm olarak kurulmuş bir takımdır. Google'ın alt kuruluşu olan Kaggle platformunda kazandığımız başarılar sayesinde sizlere profesyonel ve dünya çapında kalitesi onaylı dersler anlatıyoruz.
Python, Veri Bilimi, Makine Öğrenmesi, Derin Öğrenme ve Yapay Zekâ konularına karşı olan ilgi ve uzmanlığımız sayesinde hazırladığımız derslerimizi gerçek hayattan verilen örnekler ile harmanlayıp sizlere sunuyoruz. Ayrıca sizlerin öğrendikleri bilgiyi genel kültür seviyesinin ötesine taşıyabilmesi için yapacağınız çalışmaları tüm dünya ile paylaşmanız konusunda yol gösteriyor ve teşvik ediyoruz.
Gerek ders ile ilgili gerekse güncel konular, iş ya da okul hayatınız ile ilgili sorularınızı sormaktan çekinmeyin. Sormanın en iyi öğrenme yöntemlerinden biri olduğunu unutmayın.
İhtiyacınız olan kursları hemen kütüphanenize ekleyin ve bir an önce derslere başlayalım!
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Artificial Intelligence & Data Science
DATAI Team is a team established by experts in the fields of Artificial Intelligence, Data Science and Algorithm. Thanks to our achievements on the Kaggle platform, a subsidiary of Google, we tell you professional, world-class quality lessons and blend them with real-life examples. In addition, we guide and encourage you to share your studies with the world so that you can carry the knowledge you learn beyond the level of the general culture.
- 3.7 Instructor Rating
- 88 Reviews
- 5,356 Students
- 6 Courses
Artificial Intelligence & Data Science
We combine the lessons that we have prepared with our interest and expertise on Python, Data Science, Machine Learning, Deep Learning and Artificial Intelligence with real life examples. In addition, we encourage you to share your work with the world to extend the knowledge you have learned beyond the basic level.
Thanks to our success on the Kaggle platform, a subsidiary of Google, we teach you professional and world class quality certified lessons.
Add the courses you need to your library now and let's get started!