Python: Python Programming for Artificial Intelligence (1)
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Brief Introduction
Learn Python like a Pro! Start with basics to learn Data Science, Machine Learning and Artificial Intelligence - (2020)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.
Requirements
- 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
DATAI TEAM
4 Raiting
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