Practical Machine Learning for Cloudera Platform, Switzerland

We can host this training at your preferred location. Contact us!

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 Switzerland facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

16 Ocak 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom

19 Ocak 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom

23 Ocak 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom

01 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom

16 Ocak 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom

11 Şubat 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom

19 Ocak 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom

23 Ocak 2025 (1 Day)
Bern, Zürih, Cenevre
Classroom / Virtual Classroom

Practical Machine Learning for Cloudera Platform Training Course in Switzerland

Switzerland, or officially known as the Swiss Confederation, is a federated country of central Europe. Because of its linguistic diversity, Switzerland is known by a variety of native names, such as Schweiz, Suisse, Svizzera and Svizra. While Bern is the administrative capital, Lausanne is the judicial centre of Switzerland. Zurich, Geneva and Basel are bases of some important international organisations such as the WTO, the WHO and FIFA. The country is well-known for its high welfare; Switzerland has the highest nominal wealth per adult.

Alongside the beautiful scenery, tourists visit Switzerland for the country's cultural attractions. There are many museums, galleries and historic buildings within popular cities such as Zurich, Geneva, and Lausanne. One of the most popular things to do is a train journey to the Top of Europe; Jungfraujoch. The longest glacier in Europe, the Great Aletsch Glacier begins at Jungfraujoch, and is also a UNESCO World Heritage Site.

Experience a paradigm shift in IT training with Bilginç IT Academy as we cater to the specific needs of Switzerland. Our training catalog showcases an array of Certification Exam preparation courses and accredited corporate training options, all delivered with innovative methodologies that will transform your learning journey.

Practical Machine Learning for Cloudera Platform Training in Switzerland

Prerequisites

Who Should Attend

What You Will Learn

Outline

MACHINE LEARNING PROJECTS FOR CINEMA LOVERS

Upcoming Trainings