Human Meets Machine: A Friendly Guide to AI

About Course

Machine learning is a very broad area of research and applied development in the field of Artificial Intelligence.

Today, machine learning is represented not only by statistical and deductive methods, but also by a host of new inductive approaches, one of the main ones being artificial neural networks.

From our course you will learn what methods of machine learning are available, how and for what tasks they can be applied and what is needed for this. After you complete the course, you will be able to absolutely consciously approach the choice of solutions, talk to developers at an expert level, and in general, your level of confidence will increase by an order of magnitude.

Course Content

Introductory video about what awaits you in my Automation course!

Be sure to read it!
Introduction.

Basic Python 3 Programming Course

Installing Python 3 and the PyCharm IDE
Basic Data Types and Introduction to Variables
Data Type Definition
Numeric data types
String data types
Let’s continue working with the string data type
F-string construction
Data input and output
What are functions and working with them
Variable Scope
Conditional statements: if, else, elif
Lists
For loop
While loop
Working with dictionaries and sets
Range function
Working with files
Working with modules. 1 part
Working with modules. part 2
Working with exceptions. Try&Except construct
Practical assignment based on the material covered
Creating classes
Creating Class Instances
Class inheritance
Importing classes
Final Python Programming Assignment

Working with the Pytest framework

API Testing with Postman

What is an API and how to test it. Installing Postman.
Introducing the Postman Interface
IMPORTANT ANNOUNCEMENT!
API testing. Testing Google Maps API. POST + GET method
API testing. Testing Google Maps API. PUT method
API testing. Testing Google Maps API. DELETE method
Positive and Negative API Testing
API testing with Postman. Example No. 2.
Testing API categories from example #2

API Automation Basics

Building an Automation project

Construction of the project structure. Creating custom methods for queries.
Creating a test. Post method.
Get method
IMPORTANT DETAIL!
Put method
Delete method
Method for checking code status
Method to check for required fields
Method for checking field contents
Connection Logging
Allure Report Connections

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