Machine Learning for Absolute Beginners - Level 1

Course

Online

£ 30 VAT inc.

Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

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 ApplicationsThere 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 ThingsThe 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?

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

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

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This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Decision Making
  • Artificial Intelligence
  • Industry
  • Programming

Course programme

Getting Started 1 lecture 06:38 Welcome! Getting Started 1 lecture 06:38 Welcome! Welcome! Welcome! Welcome! Welcome! The Rise of Artificial Intelligence 7 lectures 42:33 AI is Coming... Artificial Intelligence Classical Programming Machine Learning Deep Learning Applied vs. Generalized AI Why Now? Quick Check-Point #1 The Rise of Artificial Intelligence 7 lectures 42:33 AI is Coming... Artificial Intelligence Classical Programming Machine Learning Deep Learning Applied vs. Generalized AI Why Now? Quick Check-Point #1 AI is Coming... AI is Coming... AI is Coming... AI is Coming... Artificial Intelligence Artificial Intelligence Artificial Intelligence Artificial Intelligence Classical Programming Classical Programming Classical Programming Classical Programming Machine Learning Machine Learning Machine Learning Machine Learning Deep Learning Deep Learning Deep Learning Deep Learning Applied vs. Generalized AI Applied vs. Generalized AI Applied vs. Generalized AI Applied vs. Generalized AI Why Now? Why Now? Why Now? Why Now? Quick Check-Point #1 Quick Check-Point #1 Quick Check-Point #1 Quick Check-Point #1 Introduction to Machine Learning 5 lectures 25:48 Overview - ML Terminology “Black Box” Metaphor Features and Labels Training a Model Aiming for Generalization Quick Check-Point #2 Introduction to Machine Learning 5 lectures 25:48 Overview - ML Terminology “Black Box” Metaphor Features and Labels Training a Model Aiming for Generalization Quick Check-Point #2 Overview - ML Terminology Overview - ML Terminology Overview - ML Terminology Overview - ML Terminology “Black Box” Metaphor “Black Box” Metaphor “Black Box” Metaphor “Black Box” Metaphor Features and Labels Features and Labels Features and Labels Features and Labels Training a Model Training a Model Training a Model Training a Model Aiming for Generalization Aiming for Generalization Aiming for Generalization Aiming for Generalization Quick Check-Point #2 Quick Check-Point #2 Quick Check-Point #2 Quick Check-Point #2 Classification of ML Systems 9 lectures 48:18 The Degree of Supervision #1 - Supervised Learning Classification Regression #2 - Unsupervised Learning Clustering Dimension Reduction #3 - Reinforcement Learning Decision-Making Agent Classification of ML Systems 9 lectures 48:18 The Degree of Supervision #1 - Supervised Learning Classification Regression #2 - Unsupervised Learning Clustering Dimension Reduction #3 - Reinforcement Learning Decision-Making Agent The Degree of Supervision The Degree of Supervision The Degree of Supervision The Degree of Supervision #1 - Supervised Learning #1 - Supervised Learning #1 - Supervised Learning #1 - Supervised Learning Classification Classification Classification Classification Regression Regression Regression Regression #2 - Unsupervised Learning #2 - Unsupervised Learning #2 - Unsupervised Learning #2 - Unsupervised Learning Clustering Clustering Clustering Clustering Dimension Reduction Dimension Reduction Dimension Reduction Dimension Reduction #3 - Reinforcement Learning #3 - Reinforcement Learning #3 - Reinforcement Learning #3 - Reinforcement Learning Decision-Making Agent Decision-Making Agent Decision-Making Agent Decision-Making Agent Course Summary 1 lecture 06:40 Let's Recap and Thank You! Course Summary 1 lecture 06:40 Let's Recap and Thank You! Let's Recap and Thank You! Let's Recap and Thank You! Let's Recap and Thank You! Let's Recap and Thank You!

Additional information

There are no specific prerequisites for starting this training as it is designed for absolute beginners

Machine Learning for Absolute Beginners - Level 1

£ 30 VAT inc.