• Teaching
    • Montessori Teacher Training 🔥
    • Yoga Teacher Training
  • Coding
    • Full Stack Development Course
    • Data Science Course
    • Python Programming Course
    • Software Testing Course
    • Architecting on AWS
  • Commerce
    • PwC Edge : Strategic Accounting and Finance Programme
    • ACCA Course
    • SAP Fico Course
    • Practical Accounting Course
    • SAP MM Course
    • HR Management Course in Kerala
  • Technical
    • Structural Design Course
    • Embedded Systems Software Engineering in Kerala
    • MEP Course
    • MEP QS Course
    • BIM Training Course
    • Quantity Survey Course
  • Finacademy
    • Forex Trading Course
    • Stock Market Course
    • Mutual Funds Course in Kerala
  • Digital Marketing
    • Digital Marketing Course
    • Performance Marketing Course
  • Language Learning
    • Spoken English Course
    • German Language Course
    • IELTS Exam Coaching
  • Exam Preparation
    • Kerala PSC Coaching
    • Kerala PSC LGS Coaching
    • KAS Coaching
    • Kerala PSC LDC Coaching
    • Kerala PSC LSGS Coaching
    • KPSC Industries Extension Officer Coaching
    • KPSC Technical Mechanical Coaching
    • KPSC Technical Electrical Coaching
    • Kerala PSC Technical Exam Preparation
    • KPSC Technical Civil Coaching
    • SBI PO Coaching
    • IBPS Clerk Coaching
    • IBPS PO Coaching
    • IBPS SO Coaching
    • Bank Exam Coaching
    • Lecturer in DIET Course
    • Kpsc HSA Coaching
    • KPSC LP UP Assistant Coaching
    • EMRS Coaching
    • KTET Coaching
    • SSC Coaching
    • SSC JE Coaching
    • SSC CGL Coaching
    • SSC CHSL Coaching
    • SSC MTS Coaching
    • UPSC Coaching
  • Health Care
    • DHA Course
    • OET Coaching
  • Other Exams
    • GATE Coaching
    • CAT Coaching
    • MAT Online Coaching
    • KMAT Online Coaching
Entri Blog
No Result
View All Result
Monday, July 14, 2025
  • Kerala PSC
    • Kerala PSC General
      • Kerala PSC Exams
      • KAS Exam
      • Kerala PSC VEO Notification
      • Kerala Police SI
      • Kerala PSC LDC Notification
      • Kerala PSC Village Field Assistant Notification
      • Kerala PSC LD Typist Notification
      • Kerala PSC Food Safety Officer
      • Kerala PSC Excise Inspector Notification
      • Kerala PSC BDO Notification
      • Kerala PSC CPO Notification
      • Kerala PSC LGS Notification
      • Fire and Rescue Officer
      • Women Fire and Rescue Officer
    • Kerala PSC Teaching
      • Kerala PSC HSA
      • Kerala PSC HSST
      • KTET
      • LP/UP Assistant
      • KVS
      • Railway Teacher
    • Kerala PSC Technical
      • LSGD AE
      • Draftsman/Overseer
      • IEO
      • ATP
      • Polytechnic Lecturer
      • AE Electronics
      • Assistant Engineer
  • Banking
    • IBPS PO Notification
    • IBPS Clerk Notification
    • SBI PO Notification
    • SBI Clerk Notification
    • SBI SO Notification
    • SBI Apprentice Notification
    • Canara Bank PO Notification
    • Indian Bank PO Notification
    • RBI Assistant Notification
    • RBI Office Attendant Notification
    • IBPS RRB Notification
    • IBPS RRB Office Assistant Notification
  • Skilling
    • Coding
    • Spoken English
    • Stock Market
      • Share Market Today News
      • Share Market Analysis
    • Digital Marketing
    • Accounting Course
    • SAP
    • OET
    • German
    • IELTS
    • Quantity Survey
    • MEP
    • Structural Design
    • Montessori
    • Yoga Teaching
    • Oil and Gas
  • Courses
    • Data Science Course
      • Data Science Malayalam
      • Data Science Course in Tamil
      • Data Science Course in Telugu
      • Data Science Training in Kochi
      • Data Science Training in Trivandrum
      • Data Science Course in Calicut
      • Data Science Training in Thrissur
    • Data Analytics Course
      • Data Analytics Course in Malayalam
      • Data Analytics Course in Tamil
      • Data Analytics Course in Telugu
    • BIM Course in Kerala
    • Quantity Surveying Course
      • Quantity Surveyor Course in Tamil
      • Quantity Surveying Course in Telugu
      • Quantity Surveyor Course in Hyderabad
      • Quantity Surveying Course in Chennai
      • Quantity Surveying Course in Vijayawada
      • Quantity Surveying Course in Guntur
      • Quantity Surveying Course in Warangal
      • Quantity Surveying Course in Karimnagar
    • Structural Design Course
      • Steel Structure Design Course
      • RCC Design Course
    • MEP Course
      • MEP Quantity Surveying Course
      • MEP Design Course in Kerala
      • HVAC Course
      • MEP Course in Kochi
    • Embedded System Course
    • Full Stack Developer Course
      • Full Stack Development Malayalam
      • Full Stack Development Hindi
      • Full Stack Development Tamil
      • Full Stack Development Telugu
      • Full Stack Development Kannada
    • Stock Market Course
      • Stock Market Course in Malayalam
      • Stock Market Course in Tamil
      • Stock Market Course in Kannada
      • Options Trading Course
    • Mutual Funds Course
    • Forex Trading Course
    • Spoken English Course
      • Spoken English Course in Malayalam
      • Spoken English Course in Hindi
      • Spoken English Course in Telugu
      • Spoken English Course in Tamil
      • Spoken English Course in Kannada
    • Python Programming Course
    • AI Powered Flutter
    • Ui Ux Designer Course
    • Software Testing Course
      • Software Testing Course in Malayalam
      • Software Testing Course in Tamil
      • Software Testing Course in Telugu
    • AWS Solutions Architect Associate Course
    • PwC Edge : Strategic Accounting and Finance Programme
    • Practical Accounting Course
      • Accounting Course in Malayalam
      • Accounting Course in Tamil
      • Tally Course
      • Taxation Course
      • UAE Accounting
      • GST Course
      • Zoho Books Training
      • GST Practitioner Course in Kerala
      • GCC VAT Course
    • ACCA Training Online
      • ACCA Course in Kerala
    • SAP Training Courses
      • SAP FICO Course
      • SAP MM Course
      • SAP SD Training
      • SAP FICO Course in Tamil
      • SAP MM Course in Tamil
    • HR Management Course
    • Performance Marketing Course
    • Mern Stack Developer Course
      • Full Stack Developer Course in Kochi
      • Full Stack Developer Course in Trivandrum
      • Full Stack Developer Course in Calicut
      • Full Stack Developer Course in Pune
      • Full Stack Developer Course in Bangalore
      • Full Stack Developer Course in Hyderabad
      • Full Stack Developer Course in Chennai
      • Full Stack Developer Course in Indore
      • Full Stack Developer Course in Jaipur
      • Full Stack Developer Course in Coimbatore
    • Digital Marketing Training
      • Digital Marketing Course in Kochi
      • Digital Marketing Course in Trivandrum
      • Digital Marketing Course in Calicut
      • Digital Marketing Course in Kollam
      • Digital Marketing Course in Thrissur
      • Digital Marketing Course in Kottayam
      • Digital Marketing Course in Kannur
    • Montessori Teacher Training
      • Montessori Teacher Training in Calicut
      • Montessori Teacher Training in Kochi, Ernakulam
      • Montessori Teacher Training in Trivandrum
      • Montessori Teacher Training in Kollam
      • Montessori Teacher Training in Malayalam
      • Montessori Teacher Training in Kannada
    • Other Courses
      • German Language Course
      • OET Coaching
        • OET for Pharmacist
        • OET for Nurses
      • DHA Course
      • MOH Exam Coaching
      • Nurses Recruitment Abroad
      • FMGE Coaching
      • ChatGPT Course
      • Forex Trading Course
      • Yoga Teacher Training Course
      • Diploma in Early Childhood Care and Education
      • Business Administration & Hospital Management Course
      • Hospital and Healthcare Administration
      • AI for Teachers Course
  • Others
    • Railway
      • RRB Technician Notification
      • RRB JE Notification
      • RRB ALP Notification
      • RRB NTPC Notification
      • RRB RPF Notification
      • RRB RPF SI Notification
      • RRB RPF Constable Notification
      • RRB Group D Notification
      • RRB RPSF SI Notification
      • RRB SSE Notification
    • SSC
      • SSC CPO Notification
      • SSC MTS Notification
      • SSC CGL Notification
      • SSC CHSL Notification
      • SSC GD Constable Notification
      • SSC Stenographer Notification
      • SSC JE Notification
      • SSC CAPF Notification
      • SSC JHT Notification
      • Delhi Police Constable Notification
      • Delhi Police SI Notification
    • GATE
    • MAT
    • KMAT
      • KMAT Kerala 2024
    • TET
      • APTET
      • CTET
      • DSSSB
      • Karnataka TET
      • Kerala TET
        • KTET Notification
      • KVS
      • MPTET
      • SUPER TET
      • TNTET
      • TSTET
      • UPTET
    • UPSC
      • UPSC CAPF Notification
      • UPSC CDS Notification
      • UPSC NDA Notification
      • UPSC Civil service Notification
  • Free Learn
    • Free Courses
      • Free Coding Courses
        • C Langauge Courses
        • Free Data Science Courses
        • Free Python Programming Courses
        • Free Full Stack Developer Courses
      • Free Accounting Courses
      • Free Digital Marketing Courses
        • Free SEO Courses
        • Web Development for Marketers
      • Engineering Upskilling Courses
      • Free Hospital Administration Courses
      • Free OET Training
      • Free SAP Courses
      • Free German Courses
      • Free IELTS Courses
      • Free Teachers Training Courses
      • Free Trading Courses
        • Free Stock Market Courses in Malayalam
        • Free Options Trading Course Malayalam
        • Free Forex Trading Courses Malayalam
        • Free Personal Finance Courses Malayalam
    • Question Answer
    • Aptitude Questions
    • Webinars
  • Test Prep
    • Kerala PSC Coaching
      • KPSC Degree Level Exam Preparation
      • Kerala PSC 12th Level Exam Preparation
      • Kerala PSC 10th Level Exam Preparation
      • KAS Coaching
      • Kerala PSC LDC Coaching
      • Kerala PSC LD Typist Coaching
      • Kerala PSC Fireman Coaching
      • KSFE Assistant Exam Preparation
      • Secretariat Office Attendant Coaching
      • Secretariat Assistant Coaching
      • Kerala PSC SI Exam Coaching
      • Khadi Board LDC Exam Preparation
      • Devaswom Board LDC Coaching
      • University LGS Exam Preparation
      • University Assistant Exam Coaching
      • KPSC Scientific Officer Exam Coaching
      • KPSC Probation Officer Grade II
      • KPSC Food Safety Officer Coaching
      • KWA Sanitary Chemist Coaching
      • KPSC Diary Farm Instructor Exam Coaching
      • Kerala PSC KWA Lab Assistant Exam Coaching
      • Kerala PSC ICDS Supervisor Exam Coaching
      • KPSC Finger Print Searcher Coaching
      • Kerala PSC Welfare Officer Gr. II Exam Coaching
      • KPSC Assistant Dental Surgeon Coaching
    • KPSC Teaching Exams
      • HSA Exam Preparation
      • KPSC HSA Social Science Coaching
      • KPSC HSA Physical Science Coaching
      • KPSC HSA English Coaching
      • KPSC Junior Language Teacher Hindi
      • KTET Coaching
      • SET Coaching
      • LP/UP Assistant Exam Coaching
      • HSST Exam Preparation
      • HSST Commerce Exam Coaching
      • Kerala PSC Lecturer in Diet Coaching
      • KVS PGT/TGT Coaching
    • Kerala PSC Technical Exams Coaching
      • Assistant Engineer Electrical Exam Coaching
      • Assistant Engineer Electronics Coaching
      • Assistant Engineer Mechanical Coaching
      • Kerala PSC Industries Extension Officer Coaching
      • KPSC LSGD AE Exam Coaching
      • KPSC Civil Engineering Exam Coaching
      • KPSC Mechanical Engineering Exam Coaching
      • KPSC Electrical Engineering Exam Coaching
      • KPSC Electronics Engineering Exam Coaching
      • KPSC Technical Computer Science Coaching
      • KPSC Tradesman Turning Coaching
      • Kerala PSC Overseer Exam Coaching
      • KPSC Assistant Town Planner Coaching
      • Lecturer in Polytechnic Electronics Coaching
    • Teaching Exams Coaching
      • CSIR NET Exam Coaching
      • EMRS Coaching
      • CTET Exam Online Coaching
    • IELTS Training Online
    • Bank Exam Coaching Online
      • SEBI Grade A Coaching
      • IBPS SO Online Coaching
      • IBPSC PO Online Coaching
      • IBPSC Clerk Online Coaching
      • SBI PO Coaching
      • SBI Clerk Online Coaching
      • SBI Apprentice Class
      • SBI SO Online Coaching
      • RBI Grade B Coaching
      • RBI Assistant Coaching
      • CSEB Exam Coaching
      • IBPS RRB Coaching
      • IBPS RRB PO Coaching
      • Canara Bank Po Exam Coaching
      • Kerala Gramin Bank Coaching
      • Kerala Bank Exam Coaching
        • Kerala Bank Clerk Exam Coaching
        • Kerala Bank Office Attendant Exam Coaching
        • Kerala Bank Assistant Manager Exam Coaching
      • JCI Exam Coaching
      • NABARD Grade A Coaching
      • LIC AAO Coaching Online
    • UPSC Online Coaching
      • UPSC CAPF Online Coaching
    • SSC Online Coaching
      • SSC JE Online Coaching
      • SSC CGL Coaching
      • SSC CGL AAO Coaching
      • SSC CHSL Coaching
      • SSC CGL CBI Inspector Coaching
      • SSC MTS Coaching
      • SSC Stenographer Coaching
      • SSC GD Online Coaching
    • RRB Exams Coaching
      • RRB RPF Exam Coaching
      • RRB NTPC Exam Coaching
      • RRB JE Online Coaching
      • RRB JE Electronics Coaching
      • RRB ALP Exam Coaching
      • RRB Technician Exam Coaching
    • CAT Online Coaching
    • CMAT Online Coaching
    • XAT Exam Coaching
    • GATE Online Coaching
      • GATE CE Online Coaching
      • GATE ME Online Coaching
      • GATE EE Online Coaching
    • NMAT Exam Coaching
      • AAI ATC Jr Executive Coaching
    • Cochin Shipyard Executive Trainee Coaching
    • BEL Probationary Engineer Coaching
    • HPCL Junior Executive Coaching
Free Courses
Entri Blog
  • HTML Tutorial
  • DSA Tutorials
  • Tutorials in Hindi
    • HTML Tutorial for Beginners in Hindi
    • Python Tutorial for Beginners in Hindi
    • GIT and GITHUB Tutorial for Beginners in Hindi
  • Tutorials in Tamil
    • JavaScript Tutorial in Tamil
  • Tutorials in Telugu
    • HTML Tutorial For Beginners in Telugu
    • CSS Tutorial for Beginners in Telugu
    • Bootstrap Tutorial for Beginner in Telugu
  • Tutorials in Kannada
    • HTML Tutorial For Beginners in Kannada
entri exclusive offers entri exclusive offers
Home Articles

Stemming and Lemmatization in Natural Language Processing

by Kiranlal VT
December 4, 2023
in Articles, Data Science and Machine Learning, Entri Skilling
Stemming and Lemmatization in Natural Language Processing
Share on FacebookShare on WhatsAppShare on Telegram

Natural language processing (NLP) is the branch of computer science—specifically, the branch of artificial intelligence or AI—concerning giving computers the ability to understand the text and spoken words in the same way that humans do. NLP combines computational linguistics (human language rule-based modeling) with statistical, machine learning, and deep learning models. When these technologies are coupled, computers can interpret human language in the form of text or speech data and ‘understand’ its whole meaning, replete with the purpose and mood of the speaker or writer.NLP powers computer programs that translate text from one language to another, respond to spoken commands, and quickly summarize large amounts of text—even in real-time. You’ve probably encountered NLP in the form of voice-activated GPS systems, digital assistants, speech-to-text dictation software, customer service chatbots, and other consumer conveniences. However, NLP is increasingly being used in enterprise solutions to help streamline business operations, boost employee productivity, and simplify mission-critical business processes.

Learn to code from industry experts! Enroll here

The uncertainties in human language make it extremely difficult to build software that properly identifies the intended meaning of text or speech input. Homonyms, homophones, sarcasm, idioms, metaphors, grammar and usage exceptions, sentence structure variations—these are just a few of the human language irregularities that take humans years to learn, but that programmers must teach natural language-driven applications to recognize and understand accurately from the start if those applications are to be useful. The first NLP applications were hand-coded, rules-based systems that could do certain NLP tasks but couldn’t readily grow to meet an infinite stream of exceptions or rising amounts of text and speech input. Enter statistical natural language processing (NLP), which combines computer algorithms with machine learning and deep learning models to automatically extract, categorize, and label parts of text and speech input before assigning a statistical likelihood to each possible interpretation of those elements. Deep learning models and learning approaches based on convolutional neural networks (CNNs) and recurrent neural networks (RNNs) now allow NLP systems to ‘learn’ as they operate and extract more accurate meaning from massive amounts of raw, unstructured, and unlabeled text and speech data.

Are you aspiring for a booming career in IT? If YES, then dive in
Full Stack Developer Course
Python Programming Course
Data Science and Machine Learning Course

What is Stemming?

The process of developing morphological variations of a root/base word is known as stemming. Stemming programs are sometimes known as stemming algorithms or stemmers. The phrases “chocolates,” “chocolatey,” and “choco” are reduced to the root word, “chocolate,” while “retrieval,” “retrieved,” and “retrieves” are reduced to the stem “retrieve.” Stemming is a crucial step in the natural language processing pipeline. Tokenized words are sent into the stemmer. How are these tokenized words obtained? Tokenization, on the other hand, entails breaking down the document into various terms. Creating a stemming algorithm may be straightforward. Some straightforward algorithms will simply remove identified prefixes and suffixes. These basic methods, however, are prone to inaccuracy. A mistake, for example, might convert phrases like laziness to lazi instead of lazy. Such algorithms may also struggle with phrases whose inflectional forms do not completely replicate the lemma, such as saw and sight. The three main Stemming algorithms are;

  • Porter’s Stemmer Algorithm

It was one of the most widely used stemming algorithms when it was first presented in 1980. It is based on the assumption that English suffixes are made up of a mixture of smaller and simpler suffixes. This stemmer is well-known for its quickness and ease of use. Porter Stemmer’s principal uses include data mining and information retrieval. Its uses, however, are confined to English terms. Furthermore, the group of stems is mapped to the same stem, and the output stem is not always a valid word. The algorithms are rather extensive and are thought to be the earliest stemmer.

  • Snowball Stemmer

The Snowball Stemmer, like the Porter Stemmer, can map non-English words. Snowball Stemmers is a multi-lingual stemmer since it supports various languages. The Natural Language Toolkit (NLTK) package is also used to import the Snowball stemmers. This stemmer, which is the most extensively used, is based on a computer language called ‘Snowball’ and analyzes tiny strings. The Snowball stemmer, also known as the Porter2 stemmer, is far more aggressive than the Porter stemmer. The Snowball Stemmer has a faster computing speed than the Porter Stemmer due to the advancements made.

  • Lancaster Stemmer

When compared to the other two stemmers, the Lancaster stemmers are more active and energetic. The stemmer is far quicker, however, the method is quite perplexing when dealing with short words. However, they are not as effective as Snowball Stemmers. Lancaster stemmers employ an iterative process and save the rules outside.

Learn Coding in your Language! Enroll Here!

What is Lemmatization?

Lemmatization is a text pre-processing approach that is widely utilized in Natural Language Processing (NLP) and machine learning in general. We strive to reduce a given term to its base word in both stemming and lemmatization. The root word is referred to as a stem in the stemming process and a lemma in the lemmatization process. To arrive at the stem of the word, a portion of the word is simply sliced off at the tail end. There are several methods used to determine how many letters must be removed, however, the algorithms do not understand the meaning of the word in the language to which it belongs. The algorithms in lemmatization, on the other hand, have this information. Indeed, one might argue that these algorithms consult a dictionary to determine the meaning of a word before reducing it to its core word, or lemma. As a result, a lemmatization algorithm will recognize that the word better is derived from the word good, and hence the lemme is excellent. The process of gathering together words that have the same root or lemma but have various inflections or derivatives of meaning so they may be evaluated as one item is referred to as lemmatization. The process of lemmatization tries to remove inflectional suffixes and prefixes to reveal the dictionary form of the word. Some key applications of lemmatization are:

  • Sentiment Analysis

Sentiment analysis is the study of people’s messages, reviews, or remarks to determine how they feel about something. The text is lemmatized before it is studied.

  • BioMedicine

Lemmatization can be used to analyze biological texts morphologically. The Biolemmatizer tool was created specifically for this purpose. It generates lemmas based on a word lexicon. However, if the term is not in the lexicon, it sets rules that convert the word into a lemma.

  • Search Engines

Lemmatization is used by search engines such as Google to give better, more relevant results to their consumers. When users submit queries to the search engine, the engine will automatically lemmatize the words in the queries to understand the search term and offer relevant and complete results. Lemmatization even allows search engines to map documents, allowing them to present relevant results and even extend them to include additional information that users may find beneficial.

  • Information Retrieval Environments

Lemmatizing is used to map materials to common subjects and to present search results. To do this, it indexes when the number of documents increases significantly.

  • Document Clustering

Document clustering (also known as text clustering) is a type of group analysis performed on text texts. Its most important uses are topic extraction and quick information retrieval. Both stemming and lemmatization are used to reduce the number of tokens required to communicate the same information, hence improving the overall technique. Following pre-processing, features are determined by estimating the frequency of each token, and clustering algorithms are employed.

be a data scientist ! join now !

Wrapping Up

Both lemmatization and stemming are substantially more complicated. There are some situations where the cost of lemmatization is completely justified, and in fact, lemmatization is required. Stemming is a speedier procedure than lemmatization since it slices words without understanding their context in the sentences in which they appear. Lemmatization is a dictionary-based technique, whereas stemming is a rule-based one. In addition, stemming has a lesser degree of precision than lemmatization.

Data Science Course in Different Cities
Data Science Training Course in Trivandrum with Placement Assistance
Data Science Training Course in Thrissur with Placement Assistance
Data Science Training Course in Kochi, Ernakulam with Placement Assistance
Data Science Training Course in Calicut with Placement Assistance
Share65SendShare

Kiranlal VT

Related Posts

ssc-study-notes-in-malayalam
Articles

SSC-RRB Study Notes in Malayalam – Free PDF Download

July 14, 2025
KDRB Work Superintendent Admit Card
Articles

Guruvayoor Devaswom Work Superintendent Admit Card 2025 – Link, Date, Instructions

July 14, 2025
KDRB Work Superintendent Exam Date 2025
Articles

Guruvayoor Devaswom Work Superintendent Exam Date 2025 Released

July 14, 2025
Next Post
How is Memory Managed in Python

How is Memory Managed in Python

More to Explore

  1. What is Data Interpretation? Methods and Benefits
  2. How Apple Uses AI, Data Science, And ML
  3. How Netflix Uses AI, Data Science, And ML
  4. What is the Scope for Data Science in Kerala
  5. What is Data Modeling? Basic Concepts and Types
  6. How to Build a Career in Data Science and Analytics?
  7. Naive Bayes Classifier in Machine Learning
  8. 100 Machine Learning Interview Questions and Answers

Free Tutorials For You

  1. SQL Tutorial for Beginners PDF
  2. Python Tutorial for Beginners in Hindi
  3. GIT and GITHUB Tutorial for Beginners in Hindi
  4. HTML Exercises to Practice
  5. JavaScript Tutorial in Tamil
  6. DSA Practice Series
  7. Microsoft Excel Malayalam Tutorial
  8. Learn Bootstrap in Tamil
  9. Introduction to CSS in Malayalam
  10. Introduction to JavaScript in Malayalam
  11. Java Programming Notes PDF
  12. Introduction to HTML in Malayalam

Data Science & Python Training in Different Cities

  1. Data Science Course in Kochi
  2. Data Science Course in Trivandrum
  3. Data Science Course in Calicut
  4. Data Science Course in Thrissur
  5. Python Training in Kochi
  6. Python Training in Trivandrum
  7. Python Training in Calicut

More to Learn

  1. Top 200 Data Engineer Interview Questions & Answers
  2. Top 12 Data Science Final Year Project Ideas
  3. Salary of Data Scientist – State Wise in India
  4. Top 100 Data Science Interview Questions and Answers
  5. Exploratory Data Analysis Techniques: Know the Difference
  6. Data Science Vs Data Analytics
  7. Artificial Intelligence and Machine Learning
  8. What is Logistic Regression in Machine Learning?
  9. Understanding Machine Learning Basics

Courses

  • Data Science Course
  • Full Stack Developer Course
  • Software Testing Course
  • Data Science Course in Malayalam
  • Full Stack Developer Course in Malayalam
  • Full Stack Developer Course in Hindi
  • Full Stack Developer Course in Tamil
  • Full Stack Developer Course in Telugu
  • Full Stack Developer Course in Kannada
  • Python Programming Course
  • Practical Accounting Course
  • Structural Design Course
  • Quantity Surveying Course
  • Embedded Systems Course in Kerala
  • BIM Course
  • MEP Course
  • MEP QS Course
  • Stock Market Course
  • Stock Market Course in Malayalam
  • Stock Market Course in Tamil
  • Stock Market Course in Kannada
  • Forex Trading Course
  • Mutual Funds Course
  • PwC Edge : Strategic Accounting and Finance Programme
  • SAP FICO Training
  • SAP MM Training
  • SAP SD Training
  • ACCA Online Course
  • HR Management Course

Company

  • Become a teacher
  • Login to Entri Web

Spoken English Courses

  • Spoken English Course
  • Spoken English Course in Malayalam
  • Spoken English Course in Hindi
  • Spoken English Course in Tamil
  • Spoken English Course in Telugu
  • Spoken English Course in Kannada
  • Spoken English Course for Housewives
  • Spoken English Course for Working Professionals
  • Spoken English Course for School Students
  • Spoken English Course for College Students
  • Spoken English Course for Job Seekers
  • AI Powered Spoken English Course

Quick Links

  • Explore Free Courses
  • Aptitude Questions
  • Articles
  • Videos
  • Entri Daily Quiz Practice
  • Current Affairs & GK
  • News Capsule – eBook
  • Preparation Tips
  • Kerala PSC Gold
  • Entri Skilling
  • Kerala PSC

Other Courses

  • OET Coaching Classes
  • DHA Course
  • Nurse Recruitment Abroad
  • Montessori Teachers Training
  • Performance Marketing Course
  • German Language Course
  • Yoga Teacher Training Course
  • Digital Marketing Course
  • Options Trading Course
  • German Language A1 Course
  • German Language A2 Course
  • German Language B1 Course
  • German Language B2 Course
  • Diploma in Early Childhood Care and Education
  • Hospital and Healthcare Administration
  • Business Administration & Hospital Management
  • Hospital and Healthcare Administration

Popular Exam

  • IBPS Exam
  • SBI Exam
  • Railway RRB Exam
  • Kerala PSC
  • Tamil Nadu PSC
  • Telangana PSC
  • Andhra Pradesh PSC
  • MPPSC
  • UPPSC
  • Karnataka PSC
  • Staff Selection Commission Exam
  • GATE

© 2023 Entri.app - Privacy Policy | Terms of Service

No Result
View All Result
  • Kerala PSC
    • Kerala PSC General
      • Kerala PSC Exams
      • KAS Exam
      • Kerala PSC VEO Notification
      • Kerala Police SI
      • Kerala PSC LDC Notification
      • Kerala PSC Village Field Assistant Notification
      • Kerala PSC LD Typist Notification
      • Kerala PSC Food Safety Officer
      • Kerala PSC Excise Inspector Notification
      • Kerala PSC BDO Notification
      • Kerala PSC CPO Notification
      • Kerala PSC LGS Notification
      • Fire and Rescue Officer
      • Women Fire and Rescue Officer
    • Kerala PSC Teaching
      • Kerala PSC HSA
      • Kerala PSC HSST
      • KTET
      • LP/UP Assistant
      • KVS
      • Railway Teacher
    • Kerala PSC Technical
      • LSGD AE
      • Draftsman/Overseer
      • IEO
      • ATP
      • Polytechnic Lecturer
      • AE Electronics
      • Assistant Engineer
  • Banking
    • IBPS PO Notification
    • IBPS Clerk Notification
    • SBI PO Notification
    • SBI Clerk Notification
    • SBI SO Notification
    • SBI Apprentice Notification
    • Canara Bank PO Notification
    • Indian Bank PO Notification
    • RBI Assistant Notification
    • RBI Office Attendant Notification
    • IBPS RRB Notification
    • IBPS RRB Office Assistant Notification
  • Skilling
    • Coding
    • Spoken English
    • Stock Market
      • Share Market Today News
      • Share Market Analysis
    • Digital Marketing
    • Accounting Course
    • SAP
    • OET
    • German
    • IELTS
    • Quantity Survey
    • MEP
    • Structural Design
    • Montessori
    • Yoga Teaching
    • Oil and Gas
  • Courses
    • Data Science Course
      • Data Science Malayalam
      • Data Science Course in Tamil
      • Data Science Course in Telugu
      • Data Science Training in Kochi
      • Data Science Training in Trivandrum
      • Data Science Course in Calicut
      • Data Science Training in Thrissur
    • Data Analytics Course
      • Data Analytics Course in Malayalam
      • Data Analytics Course in Tamil
      • Data Analytics Course in Telugu
    • BIM Course in Kerala
    • Quantity Surveying Course
      • Quantity Surveyor Course in Tamil
      • Quantity Surveying Course in Telugu
      • Quantity Surveyor Course in Hyderabad
      • Quantity Surveying Course in Chennai
      • Quantity Surveying Course in Vijayawada
      • Quantity Surveying Course in Guntur
      • Quantity Surveying Course in Warangal
      • Quantity Surveying Course in Karimnagar
    • Structural Design Course
      • Steel Structure Design Course
      • RCC Design Course
    • MEP Course
      • MEP Quantity Surveying Course
      • MEP Design Course in Kerala
      • HVAC Course
      • MEP Course in Kochi
    • Embedded System Course
    • Full Stack Developer Course
      • Full Stack Development Malayalam
      • Full Stack Development Hindi
      • Full Stack Development Tamil
      • Full Stack Development Telugu
      • Full Stack Development Kannada
    • Stock Market Course
      • Stock Market Course in Malayalam
      • Stock Market Course in Tamil
      • Stock Market Course in Kannada
      • Options Trading Course
    • Mutual Funds Course
    • Forex Trading Course
    • Spoken English Course
      • Spoken English Course in Malayalam
      • Spoken English Course in Hindi
      • Spoken English Course in Telugu
      • Spoken English Course in Tamil
      • Spoken English Course in Kannada
    • Python Programming Course
    • AI Powered Flutter
    • Ui Ux Designer Course
    • Software Testing Course
      • Software Testing Course in Malayalam
      • Software Testing Course in Tamil
      • Software Testing Course in Telugu
    • AWS Solutions Architect Associate Course
    • PwC Edge : Strategic Accounting and Finance Programme
    • Practical Accounting Course
      • Accounting Course in Malayalam
      • Accounting Course in Tamil
      • Tally Course
      • Taxation Course
      • UAE Accounting
      • GST Course
      • Zoho Books Training
      • GST Practitioner Course in Kerala
      • GCC VAT Course
    • ACCA Training Online
      • ACCA Course in Kerala
    • SAP Training Courses
      • SAP FICO Course
      • SAP MM Course
      • SAP SD Training
      • SAP FICO Course in Tamil
      • SAP MM Course in Tamil
    • HR Management Course
    • Performance Marketing Course
    • Mern Stack Developer Course
      • Full Stack Developer Course in Kochi
      • Full Stack Developer Course in Trivandrum
      • Full Stack Developer Course in Calicut
      • Full Stack Developer Course in Pune
      • Full Stack Developer Course in Bangalore
      • Full Stack Developer Course in Hyderabad
      • Full Stack Developer Course in Chennai
      • Full Stack Developer Course in Indore
      • Full Stack Developer Course in Jaipur
      • Full Stack Developer Course in Coimbatore
    • Digital Marketing Training
      • Digital Marketing Course in Kochi
      • Digital Marketing Course in Trivandrum
      • Digital Marketing Course in Calicut
      • Digital Marketing Course in Kollam
      • Digital Marketing Course in Thrissur
      • Digital Marketing Course in Kottayam
      • Digital Marketing Course in Kannur
    • Montessori Teacher Training
      • Montessori Teacher Training in Calicut
      • Montessori Teacher Training in Kochi, Ernakulam
      • Montessori Teacher Training in Trivandrum
      • Montessori Teacher Training in Kollam
      • Montessori Teacher Training in Malayalam
      • Montessori Teacher Training in Kannada
    • Other Courses
      • German Language Course
      • OET Coaching
      • DHA Course
      • MOH Exam Coaching
      • Nurses Recruitment Abroad
      • FMGE Coaching
      • ChatGPT Course
      • Forex Trading Course
      • Yoga Teacher Training Course
      • Diploma in Early Childhood Care and Education
      • Business Administration & Hospital Management Course
      • Hospital and Healthcare Administration
      • AI for Teachers Course
  • Others
    • Railway
      • RRB Technician Notification
      • RRB JE Notification
      • RRB ALP Notification
      • RRB NTPC Notification
      • RRB RPF Notification
      • RRB RPF SI Notification
      • RRB RPF Constable Notification
      • RRB Group D Notification
      • RRB RPSF SI Notification
      • RRB SSE Notification
    • SSC
      • SSC CPO Notification
      • SSC MTS Notification
      • SSC CGL Notification
      • SSC CHSL Notification
      • SSC GD Constable Notification
      • SSC Stenographer Notification
      • SSC JE Notification
      • SSC CAPF Notification
      • SSC JHT Notification
      • Delhi Police Constable Notification
      • Delhi Police SI Notification
    • GATE
    • MAT
    • KMAT
      • KMAT Kerala 2024
    • TET
      • APTET
      • CTET
      • DSSSB
      • Karnataka TET
      • Kerala TET
      • KVS
      • MPTET
      • SUPER TET
      • TNTET
      • TSTET
      • UPTET
    • UPSC
      • UPSC CAPF Notification
      • UPSC CDS Notification
      • UPSC NDA Notification
      • UPSC Civil service Notification
  • Free Learn
    • Free Courses
      • Free Coding Courses
      • Free Accounting Courses
      • Free Digital Marketing Courses
      • Engineering Upskilling Courses
      • Free Hospital Administration Courses
      • Free OET Training
      • Free SAP Courses
      • Free German Courses
      • Free IELTS Courses
      • Free Teachers Training Courses
      • Free Trading Courses
    • Question Answer
    • Aptitude Questions
    • Webinars
  • Test Prep
    • Kerala PSC Coaching
      • KPSC Degree Level Exam Preparation
      • Kerala PSC 12th Level Exam Preparation
      • Kerala PSC 10th Level Exam Preparation
      • KAS Coaching
      • Kerala PSC LDC Coaching
      • Kerala PSC LD Typist Coaching
      • Kerala PSC Fireman Coaching
      • KSFE Assistant Exam Preparation
      • Secretariat Office Attendant Coaching
      • Secretariat Assistant Coaching
      • Kerala PSC SI Exam Coaching
      • Khadi Board LDC Exam Preparation
      • Devaswom Board LDC Coaching
      • University LGS Exam Preparation
      • University Assistant Exam Coaching
      • KPSC Scientific Officer Exam Coaching
      • KPSC Probation Officer Grade II
      • KPSC Food Safety Officer Coaching
      • KWA Sanitary Chemist Coaching
      • KPSC Diary Farm Instructor Exam Coaching
      • Kerala PSC KWA Lab Assistant Exam Coaching
      • Kerala PSC ICDS Supervisor Exam Coaching
      • KPSC Finger Print Searcher Coaching
      • Kerala PSC Welfare Officer Gr. II Exam Coaching
      • KPSC Assistant Dental Surgeon Coaching
    • KPSC Teaching Exams
      • HSA Exam Preparation
      • KPSC HSA Social Science Coaching
      • KPSC HSA Physical Science Coaching
      • KPSC HSA English Coaching
      • KPSC Junior Language Teacher Hindi
      • KTET Coaching
      • SET Coaching
      • LP/UP Assistant Exam Coaching
      • HSST Exam Preparation
      • HSST Commerce Exam Coaching
      • Kerala PSC Lecturer in Diet Coaching
      • KVS PGT/TGT Coaching
    • Kerala PSC Technical Exams Coaching
      • Assistant Engineer Electrical Exam Coaching
      • Assistant Engineer Electronics Coaching
      • Assistant Engineer Mechanical Coaching
      • Kerala PSC Industries Extension Officer Coaching
      • KPSC LSGD AE Exam Coaching
      • KPSC Civil Engineering Exam Coaching
      • KPSC Mechanical Engineering Exam Coaching
      • KPSC Electrical Engineering Exam Coaching
      • KPSC Electronics Engineering Exam Coaching
      • KPSC Technical Computer Science Coaching
      • KPSC Tradesman Turning Coaching
      • Kerala PSC Overseer Exam Coaching
      • KPSC Assistant Town Planner Coaching
      • Lecturer in Polytechnic Electronics Coaching
    • Teaching Exams Coaching
      • CSIR NET Exam Coaching
      • EMRS Coaching
      • CTET Exam Online Coaching
    • IELTS Training Online
    • Bank Exam Coaching Online
      • SEBI Grade A Coaching
      • IBPS SO Online Coaching
      • IBPSC PO Online Coaching
      • IBPSC Clerk Online Coaching
      • SBI PO Coaching
      • SBI Clerk Online Coaching
      • SBI Apprentice Class
      • SBI SO Online Coaching
      • RBI Grade B Coaching
      • RBI Assistant Coaching
      • CSEB Exam Coaching
      • IBPS RRB Coaching
      • IBPS RRB PO Coaching
      • Canara Bank Po Exam Coaching
      • Kerala Gramin Bank Coaching
      • Kerala Bank Exam Coaching
      • JCI Exam Coaching
      • NABARD Grade A Coaching
      • LIC AAO Coaching Online
    • UPSC Online Coaching
      • UPSC CAPF Online Coaching
    • SSC Online Coaching
      • SSC JE Online Coaching
      • SSC CGL Coaching
      • SSC CGL AAO Coaching
      • SSC CHSL Coaching
      • SSC CGL CBI Inspector Coaching
      • SSC MTS Coaching
      • SSC Stenographer Coaching
      • SSC GD Online Coaching
    • RRB Exams Coaching
      • RRB RPF Exam Coaching
      • RRB NTPC Exam Coaching
      • RRB JE Online Coaching
      • RRB JE Electronics Coaching
      • RRB ALP Exam Coaching
      • RRB Technician Exam Coaching
    • CAT Online Coaching
    • CMAT Online Coaching
    • XAT Exam Coaching
    • GATE Online Coaching
      • GATE CE Online Coaching
      • GATE ME Online Coaching
      • GATE EE Online Coaching
    • NMAT Exam Coaching
      • AAI ATC Jr Executive Coaching
    • Cochin Shipyard Executive Trainee Coaching
    • BEL Probationary Engineer Coaching
    • HPCL Junior Executive Coaching

© 2023 Entri.app - Privacy Policy | Terms of Service

Chat