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HDP Analyst Data Science

at Sunset Learning Institute - Yerba Buena

(6)

Course Details

Price:

$2,295

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Location:

Yerba Buena
33 New Montgomery St Ste 300
Btwn Market & Stevenson Streets
San Francisco, California 94105 (Map)

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Description

Class Level: All levels

Age Requirements: 18 and older

Average Class Size: 8

What you'll learn in this hadoop training:

This course is designed for students preparing to become familiar with the processes and practice of data science, including machine learning and natural language processing. Included are: tools and programming languages (Python, IPython, Mahout, Pig, NumPy, Pandas, SciPy, Scikit-learn), the Natural Language Toolkit (NLTK), and Spark MLlib.

Target Audience

Computer science and data analytics students who need to apply data science and machine learning on Hadoop.

Prerequisites

Students must have experience with at least on programming or scripting language, knowledge in statistics and/or mathematics, and a basic understanding of big data and Hadoop principles.

Course Objectives

By the end of class, students will be able to:

Recognize use cases for data science
Describe the architecture of Hadoop and YARN
Describe supervised and unsupervised learning differences
List the six machine learning tasks
Use Mahout to run a machine learning algorithm on
Hadoop
Use Pig to transform and prepare data on Hadoop
Write a Python script
Use NumPy to analyze big data
Use the data structure classes in the pandas library
Write a Python script that invokes SciPy machine learning
Describe options for running Python code on a Hadoop cluster
Write a Pig User-Defined Function in Python
Use Pig streaming on Hadoop with a Python script
Write a Python script that invokes scikit-learn
Use the k-nearest neighbor algorithm to predict values
Run a machine learning algorithm on a distributed data set
Describe use cases for Natural Language Processing (NLP)
Perform sentence segmentation on a large body of text
Perform part-of-speech tagging
Use the Natural Language Toolkit (NLTK)
Describe the components of a Spark application
Write a Spark application in Python
Run machine learning algorithms using Spark MLlib

School Notes:
Important:
All Sunset Learning Institute classes are taught in an instructor-led, live virtual environment. This price includes a facility fee of $300 (except Reston,VA or Denver, CO) to allow you to take it in a classroom-type environment. If you prefer to take the class from home, the $300 fee will be waived and refunded.

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Refund Policy

Refund is 2 weeks prior to class start date.

Map

Sunset Learning Institute
Yerba Buena
33 New Montgomery St Ste 300
Btwn Market & Stevenson Streets
San Francisco, California 94105 Yerba Buena
33 New Montgomery St Ste 300
Btwn Market & Stevenson Streets
San Francisco, California 94105

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School: Sunset Learning Institute

Sunset Learning Institute exists to provide world-class IT training by delivering exceptional experiences to our customers. Our goal is to help clients optimize their Cisco hardware investment through a consultative approach that allows us to deliver the highest quality advanced training in the marketplace,...

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IT4IT™ Foundation (Level 1) Accredited Training

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at EA Principals, Inc. - FINANCIAL DISTRICT 580 California St 12th & 16th Floors, San Francisco, California 94104

The IT4IT™ Reference Architecture is a vendor-neutral open standard Reference Architecture and value chain-based operating model for managing the business of IT. IT departments run on IT4IT™ principles and framework reap large rewards in cost savings and automation. The IT4IT™ Reference Architecture leverages standardized activities, data...

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Tue, Sep 6

9:00am - 5:00pm Pacific Time

Meets 4 Times

$2,595

25 Seats Left

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Tuesday Sep 6th, 9am - 5pm Pacific Time

(4 sessions)

$2,595

4 sessions

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+25950 pts

SAFe® for Architects 5.0

All levels

at EA Principals, Inc. - FINANCIAL DISTRICT 580 California St 12th & 16th Floors, San Francisco, California 94104

Attendees can improve collaboration and alignment in a SAFe® Lean-Agile enterprise when they become a SAFe 4 Architect. The SAFe® for Architects course prepares System, Solution, and Enterprise Architects to engage across the organization as effective leaders and change agents who collaboratively deliver architectural solutions. During...

Attendees can improve collaboration and alignment...

Tue, Sep 6

9:00am - 5:00pm Pacific Time

Meets 3 Times

$2,495

25 Seats Left

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Tuesday Sep 6th, 9am - 5pm Pacific Time

(3 sessions)

$2,495

3 sessions