Artificial Intelligence
Artificial intelligence is intelligence demonstrated by machines, unlike the natural intelligence displayed by humans and animals, which involves consciousness and emotionality. The distinction between the former and the latter categories is often revealed by the acronym chosen.
Artificial intelligence (AI) is a wide-ranging branch of computer science concerned with building smart machines capable of performing tasks that typically require human intelligence.
Artificial intelligence refers to the simulation of human intelligence in machines.
AI is being used across different industries including finance and healthcare.
Algorithms often play a very important part in the structure of artificial intelligence, where simple algorithms are used in simple applications, while more complex ones help frame strong artificial intelligence.
About the Course
You will become familiar with machine learning, deep learning, and neural networks. Through a course project and real-life use cases, you’ll discover practically how AI works. And you will quickly gain the necessary skills to apply AI.
You will also discover how computer vision is shaping multiple industries. And you’ll gain skills in Python, Watson AI, and OpenCV to enable you to process images; interact with available image classification models; create, train, and test your own custom image classifiers; and design your own computer vision application and deploy it to the cloud.
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Syllabus
- Introduction To Python
- Installation and Working with Python
- Understanding Python variables
- Python basic Operators
- Understanding python blocks
- Python Data Types
- Declaring and using Numeric data types: int, float, complex
- Using string data type and string operations
- Defining list and list slicing
- Use of Tuple data type
- Python Program Flow Control
- Conditional blocks using if, else and elif
- Simple for loops in python
- For loop using ranges, string, list and dictionaries
- Use of while loops in python
- Loop manipulation using pass, continue, break and else
- Programming using Python conditional and loops block
- Python Functions, Modules and Packages
- Organizing python codes using functions
- Organizing python projects into modules
- Importing own module as well as external modules
- Understanding Packages
- Powerful Lamda function in python
- Programming using functions, modules and external packages
- Python String, List And Dictionary Manipulations
- Building blocks of python programs
- Understanding string in build methods
- List manipulation using in build methods
- Dictionary manipulation
- Programming using string, list and dictionary in build functions
- Python File Operation
- Reading config files in python
- Writing log files in python
- Understanding read functions, read(), readline() and readlines()
- Understanding write functions, write() and writelines()
- Manipulating file pointer using seek
- Programming using file operation
- Python Object Oriented Programming – Oops
- Concept of class, object and instances
- Constructor, class attributes and destructors
- Real time use of class in live projects
- Inheritance, overlapping and overloading operators
- Adding and retrieving dynamic attributes of classes
- Programming using Oops support
- Python Regular Expression
- Powerful pattern matching and searching
- Power of pattern searching using regex in python
- Real time parsing of networking or system data using regex
- Password, email, url validation using regular expression
- Pattern finding programs using regular expression
- Python Exception Handling
- Avoiding code break using exception handling
- Safe guarding file operation using exception handling
- Handling and helping developer with error code
- Programming using Exception handling
- Python Database Interaction
- SQL Database connection using python
- Creating and searching tables
- Reading and storing config information on database
- Programming using database connections
- Python Multi-threading
- Understanding threads
- Forking threads
- Synchronizing the threads
- Programming using multithreading
- Contacting User Through Emails Using Python
- Installing SMTP python module
- Sending email
- Reading from file and sending emails to all users addressing them
- Directly for marketing
- Python CGI Introduction
- Writing python program for CGI applications
- Creating menus and accessing files
- Server client program