Machine Learning for Absolute Beginners - Level 1 [Free Online Course] - TechCracked

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

This course includes:

• 2 hours on-demand video
• 2 articles
• Full lifetime access
• Access on mobile and TV
• Certificate of completion

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

Description

Machines that can LEARN!

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.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.

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 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.

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