Artificial Intelligence with Python - Udemy

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Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.5 GB | Duration: 6h 16m
This course is a comprehensive understanding of AI concepts and its application using Python and iPython

What you'll learn
Students will learn about Artificial Intelligence AI search algorithms, Heuristic Genetic algorithms, Scikit-learn module
Learn Predictive Analysis, Random Forest, Class Imbalance, Grid Search
Adaboost Regressor, Affinity Propagation Model, Clustering Quality and Gaussian Mixture Model
Applications of AI, Problem solving, AI search algorithms, Informed (Heuristic) Search, Strategies Local Search Algorithms, Learning System, Common Sense Genetic

Description
Artificial intelligence is the simulation of human intelligence through machines and mostly through computer systems. Artificial intelligence is a sub field of computer. It enables computers to do things which are normally done by human beings. This course is a comprehensive understanding of AI concepts and its application using Python and iPython.

The first idea of artificial intelligence was given by scientist Mr. Alan Turing around the time of the second world war. He suggested building a machine that can mimic the understanding of human intelligence and act like a human. Artificial Intelligence today is used in all fields of work specifically banking, insurance, manufacturing, retail, logistics and so on. Its application in medical diagnosis, robots, remote sensing, etc. is a high state of the art. AI as a subject includes the use of computer science, mathematics, statistics and domain expertise. AI has great advantages and some of them are mentioned below:

It provides greater precision and accuracy on detection and prediction

Robots trained on AI can be used to do the works which are difficult for us

AI has created newer technological breakthroughs in our life

Fraudulent activities such as credit card transactions have become easier with AI technologies

AI can be used in time-consuming tasks and it can save a lot of time by becoming more efficient.

The training will include the following;

What is Artificial Intelligence?

Intelligence

Applications of AI

Problem solving

AI search algorithms

Informed (Heuristic) Search Strategies

Local Search Algorithms

Learning System

Common Sense

Genetic algorithms

Expert Systems

Scikit-learn module

Who this course is for:
Students who want to make a career in AI and ML: If you want to work on the cutting-edge technologies and develop game-changing software, you need to know AI.
Professionals who want to switch to this field: Bored in basic software jobs or are not seeing any growth, switch to AI and you can thank me later for the advice.
Project owners and managers who want to set up a machine learning team: Growing your team and need to know what these AI and ML things are, learn through this online artificial intelligence course.
Startup founders and incubator: You want to build the next big thing in AI, lets first get the basics right. You can learn several fundamental ideas through this artificial intelligence training.

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