Understanding the Fundamentals of AI Technology

Introduction to Artificial Intelligence

All about Artificial Intelligence.

Created by : Rated :4 726 views

Last Updated: 2024-12-26 08:12:16 English Course Type: Self Learning

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

About the Course:

The “Artificial Intelligence” course is an intermediate-level course, curated exclusively for both beginners 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 perform 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
Transforming 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!

No prerequisites are required, as the course covers the concepts from the scratch. However, basic knowledge of Python would help.

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

Section 1 : Introduction to Artificial Intelligence 2 Lectures 00:10:54
Lecture 1 :
Introduction Preview
Lecture 2 :
Demo: Introduction to Artificial Intelligence
Section 2 : Demo: Model Evaluation 1 Lectures 00:00:01
Lecture 1 :
Demo: Model Evaluation
Section 3 : Demo: Perceptron 1 Lectures 00:00:01
Lecture 1 :
Demo: Perceptron

How do i access the course after purchase?
It's simple. When you sign up, you'll immediately have unlimited viewing of thousands of expert courses, paths to guide your learning, tools to measure your skills and hands-on resources like exercise files. There’s no limit on what you can learn and you can cancel at any time.
Are these video based online self-learning courses?
Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic.
Can i play & pause the course as per my convenience?
Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on.
How do i contact the instructor for any doubts or questions?
Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want.
Do i need a pc to access the course or can i do it on mobile & tablet as well?
Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly.
Do i get any certificate for the courses?
Yes. Once you complete any course on our platform along with provided assessments by the instructor, you will be eligble to get certificate of course completion.
For how long can i access my course on the platform?
You require an active subscription to access courses on our platform. If your subscription is active, you can access any course on our platform with no restrictions.
Is there any free trial?
Currently, we do not offer any free trial.
Can i cancel anytime?
Yes, you can cancel your subscription at any time. Your subscription will auto-renew until you cancel, but why would you want to?

Skillcart E-Learning,

4235 Course Views

5 Courses

Skillcart is an e-learning company that helps learners upskill in different technology domains with its customized courses that can be used by both beginners and professionals. Skillcart provides self-paced e-learning videos for all types of technical courses. Skillcart has courses available for Artificial Intelligence, Data Science with Python, Machine Learning, Deep Learning, and many more.