Course Information
Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
4 Hour(s) 27 Minute(s)
Language
English
Taught by
Idan Gabrieli
Rating
2 views
Course Overview
Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology
***** Feedback from Students ********
An excellent introduction to the topic. the lessons flowed logically and the course material was well presented. A very good course and a pleasure to take. Sam D.
"Good course for anyone who wants to make some sense of all the proper terminology and basic methodology of AI. Idan's explanations are very clear and to the point, no fluff and no distractions!" Grace H.
"The course was actually amazing, giving me much more insight into AI. " Patrick A
"best ML course ever. " Parmanand S.
"Good and simple enough to start learning ML." Cogent Systems.
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Machine Learning - Next Terminator is Here...?
The concept of Artificial Intelligence is used in sci-fiction movies to describe a virtual entity that crossed some critical threshold point and developed self-awareness. And like any good Hollywood movie, this entity will turn against humankind. OMG! It’s a great concept to fuel our basic survival fear; otherwise, no one will buy a ticket to the next Terminator movie ;-)
As you may guess, things, in reality, are completely different. Artificial Intelligence is one of the biggest revolutions in the software industry. It is a mind-shift on how to develop software applications. Instead of using hard-coded rules for performing something, we let the machines learn things from data, decipher the complex patterns automatically, and then use it for multiple use cases.
AI-Powered Applications
There are growing amounts of AI-powered applications in a variety of practical use cases. Websites are using AI to better recommend visitors about products and services. The ability to recognize objects in real-time video streams is driven by machine learning. It is a game-changing technology, and the game just started.
Simplifying Things
The concept of AI and ML can be a little bit intimidating for beginners, and specifically for people without a substantial background in complex math and programming. This training is a soft starting point to walk you through the fundamental theoretical concepts.
We are going to open the mysterious AI/ML black box, and take a look inside, get more familiar with the terms being used in the industry. It is going to be a super interesting story. It is important to mention that there are no specific prerequisites for starting this training, and it is designed for absolute beginners.
Would you like to join the upcoming Machine Learning revolution?
Course Content
- 8 section(s)
- 59 lecture(s)
- Section 1 Getting Started with Level 1!
- Section 2 The Rise of Artificial Intelligence
- Section 3 Introduction to Machine Learning
- Section 4 Classification of ML Systems
- Section 5 **NEW** - The Magic Behind Generative AI
- Section 6 **NEW** - Generative AI - Key Challenges and Limitations
- Section 7 **NEW** - Unleash the Power of Generative AI
- Section 8 Course Summary
What You’ll Learn
- Artificial Intelligence, Machine Learning and Deep Learning
- Applied vs. Generalized AI
- Features, Labels, Examples
- The Process of Training a Model
- Under-fitting and Over-fitting
- Supervised/Unsupervised Learning
- Classification and Regression
- Clustering and Dimension Reduction
- Reinforcement Learning
- Generative AI
Reviews
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MMadhav Das
A very good beginners course sharing the fundamentals and key terminologies along with the applications of Gen AI.
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MMinh Hoàng Lê
Yes, this course provides me a lot of information for someone recently started on AI and Machine Learning categories and this course is really easy to understand and great for beginners in my opinion
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CColin Meddelton
Very well presented material. Easy to follow and in nice, bite-sized presentations. The quizzes also helped reinforce the knowledge.
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DDave Ballesteros
The teaching is methodical and breaks down each subject into topics and terminology that is easy to digest. Very good video for AI beginners like me who know only that it stands for Artificial Intelligence and nothing else.
