Practical Machine Learning for Cloudera Platform, United Kingdom

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Cloudera University’s one-day Introduction to Machine Learning with Spark ML and MLlib will teach you the key language concepts to machine learning, Spark MLlib, and Spark ML. The course includes coverage of collaborative filtering, clustering, classification, algorithms, and data volume.

There are no prerequisites for this course.

This course is intended for software engineers who have basic Linux experience in addition to experience with either the Scala or Python programming languages (code examples and exercises are presented in both languages, so students can choose whichever language they prefer).

Through instructor-led discussion, as well as hands-on exercises, participants will learn topics including:

Data types, statistics support, feature extraction, transforming vectors, using the StandardScaler class
An overview of dimensionality reduction
Machine learning models, regression, linear regression support, and regularization.
Finally, the course discusses machine learning with Spark ML topics such as using data frames, transformers and estimators, an introduction to pipelines, using pipelines to generate models, and regularization.

1. Machine Learning Overview

Introduction
Collaborative Filtering
Clustering
Classification
Relationship of Algorithms and Data Volume

2. Machine Learning with Spark MLlib

Introduction
Data Types
Basic Statistics
Feature Extraction
Dimensionality Reduction
Models
Regression

3. Machine Learning with Spark ML

Overview of Spark ML
DataFrames
Transformers and Estimators
Pipelines
Decision Tree Classifiers
k-Means Clustering

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Upcoming Trainings

Join our public courses in our United Kingdom facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

16 January 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom

19 January 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom

23 January 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom

01 February 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom

16 January 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom

11 February 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom

19 January 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom

23 January 2025 (1 Day)
London, Manchester, Birmingham
Classroom / Virtual Classroom

Practical Machine Learning for Cloudera Platform Training Course in the United Kingdom

The United Kingdom (Britain) is situated in north-western Europe. The UK is made up of England, Scotland, Wales and Northern Ireland. The United Kingdom is a constitutional monarchy with a unitary parliamentary democracy, as Queen Elizabeth II has been the monarch since 1952. The country's capital and largest metropolis is London.

The United Kingdom has always been one of the most popular tourist destinations in Europe. People from all around the world come to see the diverse scenery and rich cultural background of Britain. Some of the most popular places to visit in the UK are London (with Tower Bridge, River Thames, Big Ben, Parliament Buildings, Westminster Abbey…), Scotland's Capital Edinburgh, Roman-Era Bath, Stonehenge (one of the best-known prehistoric monument in Europe), Windsor Castle and Loch Ness.

Empower yourself with our extensive selection of IT courses, covering programming, data analytics, software development, business skills, cloud computing, cybersecurity, project management. Experience personalized training and expert guidance from our instructors, who will come to your chosen training venue anywhere in United Kingdom.

Practical Machine Learning for Cloudera Platform Training in United Kingdom

Prerequisites

Who Should Attend

What You Will Learn

Outline

MACHINE LEARNING PROJECTS FOR CINEMA LOVERS

Upcoming Trainings