Sentiment Analysis Training | Personal Development Training in Bern

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Sentiment Analysis Training

Bern

Attain skills with our Sentiment Analysis Training.
Learn about the sentiment-based rating prediction method to improve prediction accuracy.
Become familiar with word sense disambiguation and coreference resolution.

Dates & Prices Dates & Prices

Course information

Sentiment Analysis Training Course Outline

Module 1: Introduction

Sentiment Analysis Applications
Sentiment Analysis Research
Sentiment Analysis as Mini NLP

Module 2: Problem of Sentiment Analysis

Definition of Opinion

Affect, Emotion, and Mood
- Psychology
- Sentiment Analysis
Different Types of Opinions

Module 3: Document Sentiment Classification

Supervised Sentiment Classification
Unsupervised Sentiment Classification
Sentiment Rating Prediction
Cross-Domain Sentiment Classification
Cross-Language Sentiment Classification
Emotion Classification of Documents

Module 4: Sentence Subjectivity and Sentiment Classification

Subjectivity
Sentence Subjectivity Classification
Sentence Sentiment Classification
Dealing with Conditional Sentences
Dealing with Sarcastic Sentences
Cross-Language Subjectivity and Sentiment Classification
Using Discourse Information for Sentiment Classification
Emotion Classification of Sentences

Module 5: Aspect Sentiment Classification

Rules of Sentiment Composition
Negation and Sentiment
Modality and Sentiment
Coordinating Conjunction
Sentiment Words in Non-Opinion Contexts
Rule Representation
Word Sense Disambiguation and Coreference Resolution

Module 6: Aspect and Entity Extraction

Frequency-Based Aspect Extraction
Exploiting Syntactic Relations
Using Supervised Learning
Mapping Implicit Aspects
Grouping Aspects into Categories
Exploiting Topic Models
Entity Extraction and Resolution
Opinion Holder and Time Extraction

Module 7: Sentiment Lexicon Generation

Dictionary-Based Approach
Corpus-Based Approach
Desirable and Undesirable Facts

Module 8: Analysis of Comparative Opinions

Problem Definition
Identify Comparative Sentences
Identifying the Preferred Entity Set
Special Types of Comparison
Entity and Aspect Extraction

Module 9: Opinion Summarisation and Search

Aspect-Based Opinion Summarisation
Enhancements to Aspect-Based Summary
Contrastive View Summarisation
Traditional Summarisation
Summarisation of Comparative Opinions
Opinion Search
Existing Opinion Retrieval Techniques

Module 10: Analysis of Debates and Comments

Recognising Stances in Debates
Modelling Debates/Discussions
Modelling Comments

Module 11: Mining Intentions

Problem of Intention Mining
Intention Classification
Fine-Grained Mining of Intentions

Module 12: Detecting Fake or Deceptive Opinions

Different Types of Spam
Supervised Fake Review Detection
Supervised Yelp Data Experiment
Automated Discovery of Abnormal Patterns
Model-Based Behavioural Analysis
Group Spam Detection
Identifying Reviewers with Multiple User IDs
Exploiting Burstiness in Reviews
Some Future Research Directions

Who should attend this Sentiment Analysis Training Course?

Sentiment Analysis Training is designed to equip individuals with the skills and knowledge necessary to analyse and interpret sentiments, emotions, and opinions expressed in text data. This course will benefit the following professionals:

Marketers
Customer Service Representatives
Product Managers
Social Media Managers
Sales Professionals
Investors
Customer Experience (CX) Managers

Prerequisites of the Sentiment Analysis Training Course

There are no formal prerequisites for this Sentiment Analysis Training Course. However, prior experience in Natural Language Processing (NLP) would be helpful for the delegates.

Sentiment Analysis Training Course Overview

Sentiment Analysis is a valuable technique in today's digital landscape, allowing us to decipher emotions within textual data. This is one of the Personal Development Courses that delves into the world of sentiment analysis, its methodologies, and its wide-ranging applications across industries. Understanding sentiment is crucial for extracting insights from unstructured data, such as customer reviews and social media comments.

Professionals in Marketing, Data Analysis, Customer Service, and Social Media Management should aim to master sentiment analysis. It empowers them to comprehend customer sentiments, identify market trends, and enhance the overall customer experience. In a data-driven world, these skills are invaluable.

The Knowledge Academy's 1-day training equips delegates with practical knowledge and hands-on experience in sentiment analysis. The course covers various tools and methodologies to effectively gauge public opinion and sentiment from text data, enabling professionals to make informed decisions

Course Objectives

To grasp the fundamentals of Sentiment Analysis
To explore different sentiment analysis tools and techniques
To develop proficiency in interpreting sentiment data
To apply sentiment analysis in real-world business scenarios
To gain insights into customer attitudes and preferences
To enhance data-driven decision-making processes

Upon completing this course, delegates will possess a strong foundation in sentiment analysis. They will be able to extract meaningful insights from textual data, enabling them to make informed decisions, improve customer experiences, and identify emerging trends in their respective fields.

What’s included in this Sentiment Analysis Training Course?

World-Class Training Sessions from Experienced Instructors
Sentiment Analysis Certificate
Digital Delegate Pack

Why choose us

Our Bern venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

With a population of over 130,00 Bern is the de facto capital of Switzerland and is the largest city by population in the country. The official language of Bern is Swiss German however Bernese German is the main spoken language. The University of Bern, located within the city, was founded in 1834, however its roots go back to the sixteenth century. It is the third largest University in Switzerland and it is home to over 17,000 students. Bern is recognised as a Cultural World Heritage Site by UNESCO due to its medieval structure and buildings and its famous Zytglogge clock tower is a contributing factor towards this award. Bern is also known for being the headquarters of the Federal Palace, or Bundeshaus, in which the national parliament is held.

Address

Best Western Hotel Bern
Zeughausgasse 9
Bern
CH-3011

T: +41 315281584

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Sentiment Analysis Training | Personal Development Training in Bern. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's Sentiment Analysis Training | Personal Development Training in Bern, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Learn more in our FAQs

Experience the most sought-after learning style with The Knowledge Academy's Sentiment Analysis Training | Personal Development Training in Bern. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Sentiment Analysis Training | Personal Development Training in Bern sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Learn more in our FAQs

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Learn more in our FAQs

What our customers are saying

Sentiment Analysis Training | Personal Development Training in Bern FAQs

What is Sentiment Analysis?

Sentiment analysis is a method used to determine the emotional tone behind a series of words, helping businesses understand customer opinions, feedback, or social media discussions, and enhance decision-making.

What are the pre-requisites for attending this Sentiment Analysis Course?

There are no formal prerequisites for this course. However, prior experience in Natural Language Processing (NLP) would be helpful for the delegates.

Who should attend this online Sentiment Analysis course?

This course is ideal for Data Analysts, Marketing Professionals, Social Media Managers, and anyone interested in learning how to interpret customer sentiments and improve decision-making through data analysis techniques.

What are the four main steps of Sentiment Analysis?

The four main steps of sentiment analysis are data collection, text preprocessing, sentiment classification, and post-processing. These steps help in gathering data, cleaning it, determining the sentiment, and refining the results.

What are the benefits of Sentiment Analysis?

Sentiment analysis helps businesses gain insights into customer opinions, improve customer service, enhance product development, monitor brand reputation, and make data-driven decisions based on public sentiment and feedback.

What is the duration of this Sentiment Analysis course?

This course takes 1-day to complete during which delegates participate in intensive learning sessions that cover various course topics.

What is text mining?

Text mining is the process of extracting meaningful information and patterns from unstructured text data. It involves techniques such as natural language processing (NLP) to analyse and interpret large volumes of text for insights.

What will I learn in this course?

In this course, you will learn how to collect and preprocess data, apply sentiment classification techniques, analyse text data using natural language processing, and interpret results to make data-driven decisions.

How to develop Sentiment Analysis skills?

To develop sentiment analysis skills, focus on learning natural language processing (NLP) techniques, mastering data collection and preprocessing methods, practising sentiment classification models, and applying these skills to real-world datasets for hands-on experience.

Do you offer 24/7 support for the Sentiment Analysis course?

Yes, The Knowledge Academy offers 24/7 support via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues you may encounter.

What is included in Online Sentiment Analysis course?

In this training course, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.

What are the benefits of Sentiment Analysis Certification Courses?

Sentiment Analysis Certification courses equip you with practical skills in data analysis, enhance your understanding of customer sentiments, boost career prospects in data-driven roles, and demonstrate your expertise to employers.

Are there any qualifications required for this Sentiment Analysis Online Training?

No specific qualifications are required for this online training. However, a basic understanding of data analysis and familiarity with programming languages like Python or R can be helpful for better comprehension.

Do you provide self-paced Sentiment Analysis Course?

The Knowledge Academy provides flexible self-paced training for this course. Self-paced training is beneficial for individuals who have an independent learning style and wish to study at their own pace and convenience.

Do you provide corporate training for this Sentiment Analysis Online?

Yes, we provide corporate training for this course, tailored to fit your organisation’s requirements.

What are the levels of difficulty for this training?

The course is designed to be accessible to all levels, making it suitable for both beginners and experienced professionals. It covers foundational concepts while offering in-depth insights into personal and organisational growth strategies.

Do I need any prior experience to take this Sentiment Analysis Online Course?

No prior experience is necessary to take this online course. However, a basic understanding of data analysis and familiarity with programming concepts can enhance your learning experience.

Who should I contact if I am unable to access my training?

If you are unable to access your training, contact the support team at The Knowledge Academy via their customer service email or phone number provided on their website for prompt assistance and resolution of your issue.

What are the key skills learned in this Sentiment Analysis Course?

In this Sentiment Analysis Course, you will learn key skills such as data collection and preprocessing, natural language processing (NLP) techniques, sentiment classification, text mining, and interpreting analysis results to make informed decisions.

What are some common challenges addressed in Sentiment Analysis Course?

Some common challenges addressed in Sentiment Analysis Course training include handling unstructured data, dealing with language nuances and ambiguity, improving sentiment classification accuracy, and managing large datasets efficiently.

Will I receive a certification upon completing this Sentiment Analysis Certification Course?

Yes, after completing this course you will receive a certificate of completion to validate your achievement and demonstrate your proficiency in the course material.

Is this Sentiment Analysis Course suitable for individuals at different career stages?

Yes, this Sentiment Analysis course is suitable for individuals at various career stages, from beginners seeking to learn the basics to experienced professionals aiming to enhance their data analysis and natural language processing skills.

Why choose The Knowledge Academy in Bern over others for Sentiment Analysis Course?

The Knowledge Academy in Bern stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this course.

What is the cost/training fees for Sentiment Analysis Training in Bern?

The training fees for Sentiment Analysis Trainingin Bern starts from CHF1095

Which is the best training institute/provider of Sentiment Analysis Training in Bern?

The Knowledge Academy is the Leading global training provider for Sentiment Analysis Training.

What are the best Personal Development Courses courses in Bern?

Please see our Personal Development Courses courses available in Bern

Why choose us

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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