Machine Learning for Absolute Beginners - Level 1
4.3 (278 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
20,596 students enrolled

Machine Learning for Absolute Beginners - Level 1

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology
4.3 (278 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
20,596 students enrolled
Created by Idan Gabrieli
Last updated 6/2020
English
English
Current price: $125.99 Original price: $179.99 Discount: 30% off
5 hours left at this price!
30-Day Money-Back Guarantee
This course includes
  • 2 hours on-demand video
  • 2 articles
  • 1 downloadable resource
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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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
Course content
Expand all 25 lectures 02:10:04
+ The Rise of Artificial Intelligence
7 lectures 42:33
AI is Coming...
04:22
Artificial Intelligence
06:14
Classical Programming
03:13
Machine Learning
07:13
Deep Learning
07:51
Applied vs. Generalized AI
04:19
Why Now?
09:21
Quick Check-Point #1
7 questions
+ Introduction to Machine Learning
5 lectures 25:45
Overview - ML Terminology
01:20
“Black Box” Metaphor
03:04
Features and Labels
05:09
Training a Model
04:49
Aiming for Generalization
11:23
Quick Check-Point #2
8 questions
+ Classification of ML Systems
9 lectures 48:15
The Degree of Supervision
01:45
#1 - Supervised Learning
06:16
Regression
07:13
Quick Check-Point #3
8 questions
#2 - Unsupervised Learning
03:40
Clustering
05:09
Dimension Reduction
05:48
Quick Check-Point #4
6 questions
#3 - Reinforcement Learning
05:57
Decision-Making Agent
07:04
Quick Check-Point #5
4 questions
+ Course Summary
2 lectures 06:46
Let's Recap and Thank You!
06:40
** BONUS **
00:06
Requirements
  • There are no specific prerequisites for starting this training as it is designed for absolute beginners.
Description

***** Feedback from Students *******

  • "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.

Machine Learning

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.

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