Unsupervised Learning

IBM Training for Unsupervised Learning

Skill Level: Intermediate

Modality: WBT - Web Based Training - Self Paced

Duration: 1 Day/s

Starting Price: $ - Contact for price

Overview:

This course introduces you to one of the main types of Machine Learning: Unsupervised Learning.

This course introduces you to one of the main types of Machine Learning: Unsupervised Learning. You will learn how to find insights from data sets that do not have a target or labeled variable. You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as how to select the algorithm that best suits your data. The hands-on section of this course focuses on using best practices for unsupervised learning.

Cyber Retaliator Solutions

CRS is the Top Global Training Provider for some of the world’s biggest brands.
Authorized Training delivered to you by the global leader in IBM Training.

Request a Quote

Target Audience:

This course targets aspiring data scientists interested in acquiring hands-on experience with Unsupervised Machine Learning techniques in a business setting..

.

Prerequisites: To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics..

Topic: 1. Introduction to Unsupervised Learning and K Means2. Selecting a clustering algorithm3. Dimensionality Reduction .

IBM Training

Objective: By the end of this course you should be able to:- Explain the kinds of problems suitable for Unsupervised Learning approaches. - Explain the curse of dimensionality, and how it makes clustering difficult with many features. - Describe and use common clustering and dimensionality-reduction algorithms. - Try clustering points where appropriate, compare the performance of per-cluster models. - Understand metrics relevant for characterizing clusters.

Category: Data, Analytics, and AI

Product Name:

Non-Product Education

Badge and Certification Info:

Badge Title:

Badge ID: NONE

Brand: Watson AI

IBM Training is available now.

Cyber Retaliator Solutions (CRS) is a Cyber Security Distributor, Authorized IBM Training Center, Red Hat and SUSE Training Partner, and a CompTIA Training Delivery Partner, operating throughout the Globe. Our Head Office is in Centurion South Africa, with IBM Training Centers in Centurion, Midrand, Sandton, Cape Town, California CA, Florida FL, New York NY, Washington DC, Georgia GA, Texas TX.

CRS is the Top Global Training Provider for some of the world's biggest brands.

Authorized Training delivered to you by the global leader in IBM Training.

Select courses in:

IBM Cloud

DataPower

IBM Automation

IBM Rational

Watson

IBM Tivoli

IBM Systems

Cognos

IBM Storage

Mainframe

IBM Security

System Z

IBM Industry

IBM Asset Management

Websphere

IBM Data and AI

Get the Best IBM Training from CRS. As an IBM Training Provider, we've partnered with IBM through Arrow ECS to deliver training that covers the full portfolio of IBM systems and software.

Authorized IBM Training

RedHat Training

SUSE Training

Agile SAFe Training

Cyber Awareness Training

Cyber Security