Discovery Day- Machine Learning Basics (AWSDD-MLB)

 

Course Overview

Are you interested in machine learning, but not sure where to start? Join us for this session with an AWS expert and demystify the basics. Using real-world examples, you’ll learn about important concepts, terminology, and the phases of a machine learning pipeline. Learn how you can unlock new insights and value for your business using machine learning.

  • Level: Fundamental
  • Duration: 1.5 hours

We recommend that attendees of this event continue learning with these:

Who should attend

This event is intended for:

  • Developers
  • Solution architects
  • Data engineers
  • Individuals interested in building solutions with machine learning - no machine learning experience required!

Course Objectives

During this event, you will learn:

  • What is Machine Learning?
  • What is the machine learning pipeline, and what are its phases?
  • What is the difference between supervised and unsupervised learning?
  • What is reinforcement learning?
  • What is deep learning?

Follow On Courses

Outline: Discovery Day- Machine Learning Basics (AWSDD-MLB)

Section 1: Machine learning basics
  • Classical programming vs. machine learning approach
  • What is a model?
  • Algorithm features, weights, and outputs
  • Machine learning algorithm categories
  • Supervised algorithms
  • Unsupervised algorithms
  • Reinforcement learning
Section 2: What is deep learning?
  • How does deep learning work?
  • How deep learning is different
Section 3: The Machine Learning Pipeline
  • Overview
  • Business problem
  • Data collection and integration
  • Data processing and visualization
  • Feature engineering
  • Model training and tuning
  • Model evaluation
  • Model deployment
Section 4: What are my next steps?
  • Resources to continue learning

Prices & Delivery methods

Online Training

Duration
2 hours

Price
  • Online Training: Free offering
  • Online Training: Free offering

Click on town name or "Online Training" to book Schedule

This is an Instructor-Led Classroom course
Guaranteed date:   We will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.

United States

Guaranteed to Run Online Training 09:00 US/Central Enroll
Guaranteed to Run Online Training 09:00 US/Central Enroll
Online Training 09:00 US/Central Enroll

Canada

Guaranteed to Run Online Training 09:00 Canada/Central Enroll
Guaranteed to Run Online Training 09:00 Canada/Central Enroll