Artificial Intelligence for Humans - AI explained easy

Name: Artificial Intelligence for Humans - AI explained easy
Rating: 4.4 (1150 reviews)

Learn the core principles of modern Artificial Intelligence and how it's impacting your life. Without coding or math!

Created byGianluca Mauro

Last updated 9/2024

English

English [Auto],

What you'll learn

artificial intelligence
machine learning
natural language processing
computer vision
face recognition
data science
recommender systems

Course content

6 sections • 16 lectures • 1h 5m total length

Welcome to the course!3:26
Joe Locomotor shares journey into artificial intelligence, explains why he created this course, and invites everyone to understand what AI is, how it works, and how it affects life today.

History of AI: The first failures4:36
Trace the history of artificial intelligence from the 1956 Dartmouth beginnings to general vs narrow ai distinction, the altbach report, and ai winters that followed, leading to machine learning.
The Machine Learning era: introduction to Machine Learning5:55
Discover how machine learning learns from data by extrapolating rules, enabling computers to predict outcomes like house prices, beyond traditional software logic.
The history of Artificial Intelligence - Quiz

Build your own Computer Vision application with Google Teachable Machine4:17
In this video, I use Google Teachable Machine to create a Machine Learning model without any code!
I encourage you to do the same and send me the results of your creative experiments here in the course comments, or on social media (tag me on Instagram at #gianluca.mauro!).
Computer vision applications: today and tomorrow4:42
Explore today’s computer vision capabilities, from object classification and localization in photos and self-driving cars to AI-generated imagery, deepfakes, and model-based fashion previews, while noting privacy and ethical considerations.
Computer vision in everyday life: Apple Face ID3:07
AI for images and media - Quiz

Teaching computers to speak4:52
Do you also want to look around the "ball" of 10.000 words? Here's the tool I used: https://projector.tensorflow.org.
The frontiers of AI and language: text generation5:03
To play with GPT-2, use this tool: https://app.inferkit.com/demo.
Share your experiments here in the lesson comments, or on social media (tag me on Instagram at gianluca.mauro!)
AI and language in everyday life: Gmail, Siri, Alexa and the Google home4:28
AI for natural language - Quiz

From data to recommendations7:12
Discover how recommender systems power Netflix, Facebook, Instagram, and Spotify using AI. Compare content-based and community-based recommendations and see how ratings data shape movie suggestions.
Recommender systems in everyday life: Netflix and Instagram4:30
Explore how recommender systems power Netflix and Instagram, using content-based and community-based methods to tailor homepage rows, explore feeds, and personalized ranking across times of day.
Recommender Systems run the world: Quiz

AI risks: job loss, filter bubbles, unfair AI5:26
Examine AI risks like job loss, filter bubbles from recommender systems, and biased data causing racist outcomes, and discuss responsibility to guide AI for humanity.
AI opportunities: democratisation of technology, happiness3:49
Explore how AI democratizes services across health care, law, and beyond, enabling affordable diagnoses and smarter devices, while freeing time for creativity, happiness, and human connection.
AI at work: how does an AI project look like?2:44
Learn how an AI project uses data, machine learning, and outputs to achieve a business goal, and why professionals with domain knowledge and AI expertise bridge opportunities.
Goodbye and how to start a career in AI1:19
Joining the AI Academy0:27

Requirements

There are no specific requirements for this course

Description

AI is changing our world. It helps Instagram choose which pictures to show us, Google find the results to our query, and Apple unlock your iPhone with your face.

At the same time, a lot of traditional organizations are investing in AI, and need people who can understand it and manage their projects.

Yet, how AI works is still a mystery to many.

The good news is that if you want to get into this field, you don’t need to invest years to learn computer science or complex math.

You can start by learning the core principles of AI and Machine Learning, and this course will help you do that in an easy, simple, and fun way.

You will learn:

The history of AI, and why this is the right moment to invest in it
How Machine Learning works, the set of techniques behind the AI revolution
How companies use AI to analyze images and build all sorts of products, from self-driving cars to unlock your iPhone with your face
How AI understands text to power products like Siri and Alexa
How recommender systems suggest you content aligned with your interests in companies like Netflix

Join this course and make your first step towards understanding AI today, for free!

Who this course is for:

Anyone interested in technology, with any background

Artificial Intelligence for Humans - AI explained easy

What you'll learn

Explore related topics

Course content

Introduction1 lecture • 3min

The history of Artificial Intelligence2 lectures • 11min

AI for images and media3 lectures • 12min

AI for natural language3 lectures • 14min

Recommender Systems2 lectures • 12min

What lies ahead5 lectures • 14min

Requirements

Description

Who this course is for: