Machine Learning for Absolute Beginners - Level 1
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
- There are no specific prerequisites for starting this training as it is designed for absolute beginners.
***** Feedback from Students ********
"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.
"It was a great experience." Dharini S.
"Indeed a good beginner's course which I actually wanted". Sharon A.
"Good and simple enough to start learning ML." Cogent Systems.
"Overall, a very good course to understand the basic concepts of machine learning." Arshad.
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.
There are growing amounts of AI-powered applications in a variety of practical use cases. Web sites 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.
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?
Who this course is for:
- Anyone interested to get familiar with the AI/ML concepts
- Developers curious about data science
- AI - Product Managers, Project Managers, Engineers
- Data Scientists
For the past decade, Idan Gabrieli has been working in various engineering positions at the heart of Israel's high-tech industry, also called the start-up nation. Through his career, Idan has gained extensive experience working with hundreds of business companies, helping them transform challenges and opportunities into practical use cases while leveraging cutting-edge technologies.
Idan has comprehensive knowledge that spans multiple domains, including cloud computing, machine learning, data science, electronics, and more. In 2014, Idan started to create and publish online courses on various topics while teaching thousands of students worldwide. In 2021-2022, Idan was recognized as a top-seller and high-rated instructor in multiple leading educational providers.
As part of his teaching style, Idan is well-known for simplifying complex technology topics and providing high-quality educational content suitable to the relevant audience. Every course has specific learning objectives, easy-to-follow structure, and straight-to-point material while combining various multimedia teaching options.