Introduction to Artificial Intelligence (2022)

[LeeAndro]

Published 09/2022MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 ChGenre: eLearning | Language: English | Duration: 5 lectures (1h 32m) | Size: 566.3 MB

Understand Artificial Intelligence in detail
Describe the fundamentals of Machine Learning and Deep Learning
Explain the Machine Learning workflow
Describe the performance metrices

No prerequisites are required, as the course covers the concepts from the scratch.​

However, basic knowledge of Python would help.

About the Course

The "Artificial Intelligence" course is an intermediate level course, curated exclusively for both bners and professionals. The course covers the basics as well as the advanced level concepts. The course contains content based videos along with practical demonstrations, that performs and explains each step required to complete the task.

Learning Objectives

By the end of the course, you will be able to learn about

Artificial Intelligence in detail

Need of Artificial Intelligence

Stages of Artificial Intelligence

Applications of Artificial Intelligence

Image Recognition

Effects of Artificial Intelligence on Society

Solving Complex Social Problems

Benefits of Multiple Industries

Fundamentals of Machine Learning and Deep Learning

Relationship between Machine Learning and Statistical Analysis

Machine Learning Process

Types of Machine Learning

Introduction to Unsupervised Learning

Introduction to Semi-supervised Learning

Algorithms of Machine Learning

Regression

Naive Bayes

Naive Bayes Classification

Machine Learning Algorithms

Deep Learning

Artificial Neural Network Definition

Definition of Perceptron

Online and Batch Learning

Machine Learning Workflow

Getting more data

Asking a Sharp Question

Adding Data to the Table

Checking for Quality

Transfog Features

Performance Metrics

Need For Performance Metrics

Methods of Performance Metrics

Confusion Matrix Example

Terms of Confusion Matrix

Minimize False Cases

Minimize False Positive Example

Accuracy

Precision

Recall or Sensitivity

Specificity

F1 store

...and much more!

If you're new to this technology, don't worry - the course covers the topics from the basics. If you've done some programming before, you should pick it up quickly.

If you're a programmer looking to switch into an exciting new career track, this course will teach you the basic techniques used by real-world industry AI developers. These are topics any successful technologist absolutely needs to know about, so what are you waiting for Enroll now!

Candidates who are willing to learn AI from scratch
IT professional willing to upskill themselves in AI
Python developers willing to upskill themselves
Data Scientist or Machine Learning Developers willing to upskill themselves

HomePage:

https://anonymz.com/https://www.udemy.com/course/introduction-to-artificial-intelligence-v/

DOWNLOAD

https://1dl.net/9p2xsczuzer1/JNicJZpQ__Introducti.rar.html