Udemy – Machine Learning for Kids and Beginners

Udemy – Machine Learning for Kids and Beginners
English | Size: 1.19 GB
Category: Tutorial


Who this course is for?
Anyone curious about understanding how Machine Learning process works
For kids (learn on your own), for teachers, or for parents working with children ages 8 – 16
Perfect for homeschooling parents or K-12 parents and teachers who would like to give their students the most fun experience by introducing Artificial Intelligence and Machine Learning
No prior programming knowledge is required

Description
Interested in the field of Machine Learning? Then this course is for you!

Machine Learning and Artificial Intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, Facebook and even Udemy use Machine Learning models, this course will give you the fundamentals you need.

In this course, we’ll learn a working process of Machine Learning by watching helpful tutorials. With every tutorial, you will develop new skills and improve your understanding of this exciting sub-field of Artificial Intelligence.

I will help you to understand what is artificial intelligence, how machines learn and you will create real-life projects by using machine learning models. The lectures are carefully designed to target specific machine learning models and real-life applications without getting into boring or complex details.

This course is fun and exciting, but at the same time, we’ll dive into Machine Learning. It is structured in the following way:

We are going to start understanding a working principle of machine learning models and then we will jump right into training our first machine learning model and making a project which recognizes pictures of dogs and cats.
Then, we are going to learn what is a facial recognition and how mobile phones detects our face to unlock themselves. We’ll make AI-powered face filters that Instagram, Snapchat and other platforms use.
And after that we will understand what is a Natural Language Processing. We are going to train machine learning models to recognize text and sound and we will make Anti-Bullying AI system that facebook, Instagram use in their platforms to detect offensive comments.
Then we are going to see how chatbots work and how big companies which receive thousands of messages per day benefit from chatbots.
Finally, we’ll explore what is a recommendation system and how companies like Amazon, Netflix recommend products or movies to their customers or how youtube chooses videos to recommend them to their users.

Upon completing this course, you will have the skills and knowledge needed to create fun and useful Machine Learning models and projects.

What you’ll learn
Understand the theory behind Artificial Intelligence
Build many Machine Learning Models
Classify images, sounds and sentiments using supervised learning
Implement Machine Learning models to real-life projects
Build a recommender system for tourists
Genuinely understand what Machine Learning is
The impact of Machine Learning on society
Know what problems Machine Learning can solve

Course Content (4 sections • 19 lectures • 2h 11m)
Introduction (7 Lectures • 44min)
1. Course Preview Video (03:04)
2. What is Artificial Intelligence ? – Part 1 (03:09)
3. What is Artificial Intelligence? – Part 2 (02:58)
4. What is Machine Learning? (03:41)
5. Play a Game (06:03)
6. Preview (08:48)
7. Project 1.1 – Cat vs Dog (Apply ML Model) (15:54)

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