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Scaling Data Pipelines with Spark NLP LONDON | Scaling Data Pipelines with Spark NLP CERTIFICATION COURSES UK | Weekend | Evening | Online

Professional certification in AWS

Scaling Data Pipelines with Spark NLP

Our IT training courses are developed with industry-standards and career-focused technologies.


Speak to an advisor
Award:
Certification
Duration & Study Mode:
Full time, Part-time, Evening and Weekends, Virtual online
Location:
London, Flexible online
Duration: 2 Days
£1,500
Enroll Now

Introduction

  • Spark NLP vs NLTK vs spaCy
  • Overview of Spark NLP features and architecture

Getting Started

  • Setup requirements
  • Installing Spark NLP
  • General concepts

Learning the Basics of Spark DataFrame

  • Getting Started with Spark DataFrames
  • Implementing Basic Operations with Spark
  • Using Groupby and Aggregate Operations
  • Working with Timestamps and Dates

Using Pre-trained Pipelines

  • Importing required modules
  • Default annotators
  • Loading a pipeline model
  • Transforming texts

Building NLP Pipelines

  • Understanding the pipeline API
  • Implementing NER models
  • Choosing embeddings
  • Using word, sentence, and universal embeddings

Classification and Inference

  • Document classification use cases
  • Sentiment analysis models
  • Training a document classifier
  • Using other machine learning frameworks
  • Managing NLP models
  • Optimizing models for low-latency inference

Prerequisites

  • Basic JSON Knowledge
  • A basic understanding of Linux and Windows
  • Elasticsearch/Terraform fundamentals

Jobs you can get
with a TABLEU PREP BUILDER

  • Mentor
  • Software Engineer
  • IT Professional 
  • Operation Manager
  • IT Support Engineer

Corporate Group Training

  • Customized Training
  • Onsite / Virtual
  • Instructor-led Delivery
  • For small to large groups

Request Brochure

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If you enrol two months in advance

Select your preferred training delivery mode

Who is this certification for?

  • IT Operations Manager
  • IT Support Engineer
  • Software Engineers


Group-Icon2
Small Groups

With small groups of students, our instructors can work closely with each student.

Schedule
Flexible Class Schedules

Our class schedules are flexible on weekdays, weekend, or evenings to suit your schedule.

Instructors
Experienced Instructors

Our instructors follow a modified are personalized approach to engage students during class

Lab-Facilities
Hi-Tech Lab Facilities

Our students can access our lab facilities anytime for practical experience during and after studies.

Syllabus

  • Monitoring
  • Introduction and Installation
  • Overview of Terraform Features and Architecture
  • Terraform Workflow
  • Write, Preview, Create, Reproduce, Destroy
  • Writing Configuration Files
  • The Preview Process
  • Creating Infrastructure
  • Reproducing Infrastructure
  • Destroying Infrastructure
  • Versioning Configuration Files
  • Handling Resource Dependencies
  • Packaging Configuration Files as Modules
  • Managing Servers from Multiple Infrastructure Providers
  • Using the Module Registry to Build Reusable Templates
  • Terraform Performance Tuning
  • Troubleshooting
  • AWS Setup
  • Instances
  • Variables
  • Software Provisioning
  • Attributes
  • Remote State
  • Data Sources
  • Introduction to VPCs
  • VPC and NAT
  • EC2 instances in VPC
  • Elastic Block Storage
  • Private static IPs, EIPs and DNS (Route53)
  • RDS
  • IAM
  • AutoScalling
  • Elastic Load Balancers and Application
  • Load Balancers in AWS

When would you like to start?

7/10/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
11/10/202417:00 – 21:00Thu5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
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Frequently Asked Questions

Choosing a training center for any IT course is not an easy task. In order to earn extra credential to your IT career that will add values, you can undoubtedly choose London IT Career not only for the proven reputation but also for the opportunity to get highly skilled and experienced trainers. You will be highly motivated to accelerate you IT career in collaboration with London IT Training once you get the references from many other successful IT professionals working at well recognized and reputed IT companies, who had successfully completed IT courses from here.
You can expect to get excellent facilities from London IT Training for your preferred IT course. At London It Training, you will get well designed IT courses with updated resources, which are designed to be taught under the most meritorious trainers, over the UK. You can surely look ahead to get quality training along with desirable facilities that meet the global standard at London IT Training. Here, you can pick your required IT course at your convenient time as London IT Training is offering flexible schedule for the courses. Beside of these, you will get the access to the resources of your courses at anytime from anywhere, as London IT Training has uploaded all the course content online for its candidates.
At London IT Training, you will get both academic and administrative support, whenever you need and as per your requirement. We have a team of highly skilled and professional individuals who are ready to serve you by all means. You will find our trainers available even after the scheduled class time. London IT Training is also arrange group discussion among the participants and the Instructors, that will help you to get more out from the IT course you are attending. London IT Training is also helping the candidates for a better job placement, who have successfully completed the IT courses from here.
London IT Training continuously update the course content as the paradigm and practice of IT industry is changing and evolving more rapidly than ever before. Our courses are well organized, which will help you to get deep inside the subject matter without facing any difficulties. At London IT Training, the instructors are always keeping themselves busy not only to deliver the subject matter in a quality manner but also concerned about any changes that are required for the curriculum of the course.
In terms of recognition, you have nothing to worry about the IT courses offered by London IT Training. We have already earned the reputation as a training institute in the UK by putting our consistent effort on the training that we offered and also by working in collaboration with a significant number of reputed IT companies across the UK, for our Job placement program. IT professionals, who had successfully completed IT courses from London IT Training, are working with an outstanding reputation regarding the skill and experience, at their workplace and this is one of the key competencies of our training center.
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