• 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, September 1, 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
    • AI Powered 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
    • AI Powered 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
    • AI-Enhanced 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
      • Mutual Funds Course in Kerala
      • Mutual Funds Course in Tamil
    • 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
    • AI-Driven Python Programming Course
    • AI Powered Flutter
    • Ui Ux Designer Course
    • AI-Powered Software Testing Course
      • Software Testing Course in Malayalam
      • Software Testing Course in Tamil
      • Software Testing Course in Telugu
    • Ai-Powered Cybersecurity Course
    • AI Powered AWS Solutions Architect Associate Course
    • PwC Edge : Strategic Accounting and Finance Programme
    • AI Powered 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
    • AI Powered Digital Marketing Training
      • Digital Marketing Course in Kerala
      • 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

Exploratory Data Analysis in Machine Learning – EDA Steps, Importance

by Vishnu K V
May 15, 2023
in Articles, Data Science and Machine Learning, Entri Skilling
Exploratory Data Analysis in Machine Learning EDA
Share on FacebookShare on WhatsAppShare on Telegram

Table of Contents

  •  Why Exploratory Data Analysis in Machine Learning
  • Benefits of EDA in Machine Learning

Working with data includes exploratory data analysis in its entirety. Today’s data scientists and analysts devote the majority of their time to exploratory data analysis, or EDA, and data wrangling. You must clean your data and make sure it is in an appropriate state before you begin data analysis or subject it to a machine learning algorithm. Additionally, it is crucial to be aware of any persistent trends and strong correlations that may be present in your data. Exploratory data analysis is the method used to get to know your data in-depth. With this article we are letting you know about the  importance of carrying out EDA, advantages of EDA, steps involved and importance of visualizing data in exploratory data analysis.

  Looking for a Data science and Machine learning Career? Explore Here!!

So, let’s dive in…

 Why Exploratory Data Analysis in Machine Learning

Users examine and comprehend their data using statistical and graphical techniques during data exploration, sometimes referred to as exploratory data analysis (EDA). Choosing a model or method to utilize in the following steps, as well as spotting trends and issues in the dataset, are all aided by this process. EDA’s primary goals are to find mistakes and outliers in the data as well as to recognise various patterns. It enables Analysts to comprehend the data more thoroughly before assuming anything. The outcomes of EDA assist firms in understanding their customers, growing their business, and making informed decisions.

The usage of the aforementioned objectives forms the basis of the data exploration analysis’s function. After the data has been formatted, the analysis that has been done reveals patterns and trends that aid in taking the right measures necessary to achieve the business’s anticipated goals. It is expected that appropriate EDA will completely address all questions pertaining to a given business decision, just as we expect specified responsibilities to be completed by any executive in a specific job role. Data science requires the best data aspects to be taken into account by the model because it entails constructing models for prediction. EDA makes sure that the proper patterns and trends are made available so that the model may be trained to produce the desired results, much like a good recipe.

Benefits of EDA in Machine Learning

1: Which of the following algorithms is most suitable for classification tasks?

2: Which metric is generally used to evaluate the performance of a regression model?

3: Which of the following is not a feature scaling method?

4: In machine learning, what is overfitting?

5: Which type of machine learning algorithm is used to predict a continuous output?

    Fill out the form to see the results



    Ever wondered how much you really know? It's time to put your brain to the test!

    • Deep Understanding of Variables

    Data analysts can greatly increase their understanding of a variety of dataset-related factors. They can use EDA to extract a variety of data, including averages, means, lowest and maximum values, and additional data needed for properly preparing the data.

    • Explores Trends and Patterns of Dataset

    EDA can also be used to aid in the discovery of patterns in a dataset. It’s crucial to look for patterns in a dataset because they can aid with estimate and prediction. This might assist your business in making future plans and identifying potential issues and solutions.

    • Better Decision Making

    The most important benefit of implementing EDA in a company is that it aids in increasing data comprehension. With EDA, they may use the tools at their disposal to gather crucial insights, draw conclusions, and support decision-making based on those insights.

    Important Steps involved in Exploratory Data Analysis

    • Dataset Observation: Exploratory data analysis begins with a high-level examination of your dataset. Determine the size of your dataset, including the number of rows and columns, to get started. This can assist you in foreseeing potential problems with your data in the future.
    • Missing Value Treatment: Following your dataset’s observation, you may begin looking for any missing values. When you discover missing values, consider the potential causes of their absence. You might be able to use estimates to fill in some missing values if you can identify a trend in your data.
    • Value Categorization: Following the discovery of any missing values, you can classify your data to determine which statistical and visualization techniques will perform best with your dataset. You can group your values into the following groups:

    –Categorical variables: those that have a predetermined range of values.

    –Continuous variables: capable of holding an endless variety of values.

    –Discrete variables:  can have a predetermined number of values, all of which must be numbers.

    • Finding the Right Shape of the Dataset: This phase is crucial since it allows you to observe your dataset’s shape and learn essential information about it. Your dataset’s shape reveals the distribution of your data. Additionally, you can observe data characteristics like skewness and gaps that might teach you more about the dataset. You can use it to find trends in your dataset as well.
    • Identifying Correlations: You can start to identify relationships in your dataset as you continue to comprehend it. Finding connections and relationships between values can be simplified by using scatter plots. Take note of everything, and look for as many connections as you can. You can begin speculating as you become aware of correlations as to the potential causes of particular values’ correlations.
    • Finding Critical Outliers: The numbers in your dataset that stand out from the rest are known as outliers. A dataset’s outliers may be much higher or lower than the other values. It’s critical to spot outliers since they might distort a dataset’s mean, median, mode, or range and change how a visual representation looks.
    • Visualizing the Results: After the analysis is complete, the results must be thoroughly scrutinized in order to allow for the right interpretation. Trends in data distribution and correlations between variables provide useful information for modifying the data parameters in a way that is appropriate.

    EDA and Data Visualization

    Data visualization does not always have a defined question, unlike statistical data exploration tools that have clear goals and questions. It can simply be used to explore data and determine how the data is structured. For efficient exploratory data analysis, there is a synergy between visualization and statistical methods. To clean and improve the data, statistical analysis can be used after getting a feel of outliers, patterns, and other important information from the visualization standpoint.

    Data are graphically represented when they are visualized. It makes complicated relationships and structures in the data simple to understand by using visualization tools like graphs and charts. Each and every professional discipline will gain from better data comprehension. Data visualization makes it simpler to analyze data and improves data exploration by successfully utilizing our eyes’ capacity to instantly distinguish between various colors, shapes, and patterns.

      Enroll for Data Science and Machine Learning Course Now!

    End Note

    Data experts can view and interpret data in a variety of ways. Data scientists and other data experts utilize exploratory data analysis as a strategy to comprehend datasets prior to modeling them. Knowing how to conduct exploratory data analysis is helpful if your line of work entails data mining or analysis. With this article we have discussed the importance of exploratory data analysis (EDA) in machine learning, advantages of EDA, important steps in EDA and the benefits of visualizing the results.

    Data exploration is not yet done. Exploring data steps can have different tools and techniques depending on the dataset you are working on. It is the responsibility of the data analyst to make the right model suitable for the dataset. To help you out, with the upcoming articles, we will be explaining in depth about the different types of exploratory data analysis and how to perform them.

    Related Articles 

    Best Data Science Skills for Data Science Career
    Understanding Machine Learning Basics – A Simple Guide
    Importance of Data Preprocessing in Machine Learning
    ×







      Share66SendShare

      Vishnu K V

      Professional Data Scientist who is passionate about writing relevant and interesting articles to inspire young data science aspirants and a continuous learner of the data science field.

      Related Posts

      How an Advanced Yoga Course Can Boost Your Teaching Career
      Articles

      How an Advanced Yoga Course Can Boost Your Teaching Career

      September 1, 2025
      Kerala PSC Tradesman (Civil) Recruitment 2025 – Apply Online, Vacancy, Eligibility, Salary & Last Date
      Articles

      Kerala PSC Tradesman (Civil) Recruitment 2025 – Apply Online, Vacancy, Eligibility, Salary & Last Date

      September 1, 2025
      entri-ldc-rank-holders-success-story
      Articles

      LDC Rank Holders Success Story – റാങ്ക് ലിസ്റ്റിൽ തിളങ്ങി Entri App വിദ്യാർത്ഥികൾ

      September 1, 2025
      Next Post
      International Day Against Female Genital Mutilation

      International Day Against Female Genital Mutilation 2025 - Facts, Theme, Quiz

      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 With GenAI
      • Ai Enhanced Full Stack Developer Course
      • AWS Solution Architect Course
      • Ai Powered Software Testing Course
      • Ai-Powered Cybersecurity Course in Kerala
      • Ai Enhanced Python Programming Course
      • Ai Powered Data Analytics Course
      • AI-Integrated UI/UX Design Course in Kerala
      • AI-Integrated Flutter Training Course in Kerala
      • Data Science Course in Kerala
      • Data Analytics Courses in Kerala
      • Full Stack Developer Course in Kerala
      • AI Powered Digital Marketing Course
      • Digital Marketing Course in Kerala
      • Full Stack Developer Course in Tamil
      • Full Stack Developer Course in Telugu
      • 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
      • Mutual Funds Course in Kerala
      • Mutual Funds Course in Tamil
      • 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
      • 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
        • AI Powered 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
        • AI Powered 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
        • AI-Enhanced 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
          • Mutual Funds Course in Kerala
          • Mutual Funds Course in Tamil
        • 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
        • AI-Driven Python Programming Course
        • AI Powered Flutter
        • Ui Ux Designer Course
        • AI-Powered Software Testing Course
          • Software Testing Course in Malayalam
          • Software Testing Course in Tamil
          • Software Testing Course in Telugu
        • Ai-Powered Cybersecurity Course
        • AI Powered AWS Solutions Architect Associate Course
        • PwC Edge : Strategic Accounting and Finance Programme
        • AI Powered 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
        • AI Powered Digital Marketing Training
          • Digital Marketing Course in Kerala
          • 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