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📈 Аналитический обзор Telegram-канала Faculty Plus
Канал Faculty Plus (@facultypluss) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 28 524 подписчиков, занимая 6 707 место в категории Образование и 14 126 место в регионе Индия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 28 524 подписчиков.
Согласно последним данным от 25 сентября, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило -231, а за последние 24 часа — -3, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 13.91%. В первые 24 часа после публикации контент обычно набирает 4.93% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 3 967 просмотров. В течение первых суток публикация набирает 1 406 просмотров.
- Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 0.
- Тематические интересы: Контент сосредоточен на ключевых темах, таких как professor, facultyplus.com, faculty, assistant, institution.
📝 Описание и контентная политика
Описание канала не предоставлено.
Благодаря высокой частоте обновлений (последние данные получены 26 сентября, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Образование.
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| Дата | Привлечение подписчиков | Упоминания | Каналы | |
| 25 сентября | +1 | |||
| 24 сентября | 0 | |||
| 23 сентября | +1 | |||
| 22 сентября | +1 | |||
| 21 сентября | 0 | |||
| 20 сентября | 0 | |||
| 19 сентября | 0 | |||
| 18 сентября | 0 | |||
| 17 сентября | 0 | |||
| 16 сентября | +2 | |||
| 15 сентября | 0 | |||
| 14 сентября | 0 | |||
| 13 сентября | 0 | |||
| 12 сентября | +1 | |||
| 11 сентября | 0 | |||
| 10 сентября | 0 | |||
| 09 сентября | +2 | |||
| 08 сентября | +1 | |||
| 07 сентября | +3 | |||
| 06 сентября | +3 | |||
| 05 сентября | +7 | |||
| 04 сентября | 0 | |||
| 03 сентября | 0 | |||
| 02 сентября | 0 | |||
| 01 сентября | +1 |
Посты канала
Indira Gandhi National Open University
Professor (Academic Level 14 of 7th CPC - Rs. 1,44,200 – Rs. 2,18,200/-)
Associate Professor (Academic Level 13A of 7th CPC-Rs. 1,31,400 – Rs. 2,17,100/-)
Assistant Professor (Academic Level 10 of 7th CPC - Rs. 57,700/- 1,82,400/-)
For More Details: https://www.facultyplus.com/indira-gandhi-national-open-university-delhi-wanted-professor-associate-professor-and-assistant-professor/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1
DISCLAIMER: FacultyPlus.com acts only as an information-sharing platform. While every effort is made to ensure accuracy, FacultyPlus.com does not guarantee the completeness or authenticity of job details and is not responsible for any changes, or outcomes arising from this job posting. Applicants are advised to verify all information directly with the respective institution before applying.
| 2 | MNR University, Sangareddy
Walk-in interview on 27th September 2026
Dean/Director/Registrar
Professor / Associate Professor / Assistant Professor
School of Engineering and Technology
School of Allied and Healthcare Sciences
For More Details: https://www.facultyplus.com/academic-recruitment-at-mnr-university-sangareddy/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1 | 1 703 |
| 3 |  Нет текста... | 2 435 |
| 4 | *Greetings from Manuscriptpedia!*
An ISO 9001:2015 Certified Research and Training Organization (Registered Research Training Firm)
🎓 *5-Day Professional Development Programme (PDP) on SLR, Bibliometric and Text analysis*
📅 *Date:* October 5th – 9th, 2026
🕕 *Time:* 7:00 PM – 8:30 PM IST
💻 *Mode:* Online (Google Meet)
📜 *Category:* Professional Development Program (PDP)
*About the PDP*
This 5-day Professional Development Programme provides comprehensive hands-on training in Systematic Literature Review (SLR), Bibliometric Analysis, and Text Mining using industry-standard research tools. Participants will learn to collect, analyze, visualize, and interpret scholarly literature using Biblioshiny, VOSviewer, R, and Quanteda while developing practical skills in research synthesis and evidence-based analysis. By the end of the programme, participants will be equipped to conduct high-quality literature reviews, generate meaningful research insights, and effectively report their findings in scholarly publications.
🧠 *PDP Themes & Schedule*
🔹 *Day 1: Introduction to Systematic Literature Review (SLR)*
• Understanding the 5W's (What, why, When, Where, Who)
• Different types of literature reviews (Narrative, Scoping, Systematic, Meta-analysis, Bibliometric Review)
• PRISMA 2020 Framework
• Research Question Formulation using PICOS/SPIDER
• Difference between Narrative Review and SLR
*🔹 Day 2: Hands-on Bibliometric Analysis Using Biblioshiny & VOSviewer*
• Annual Scientific Production
• Most Productive Authors
• Source Analysis
• Country Collaboration
• Keyword Co-occurrence Network
• Co-citation Analysis
• Bibliographic Coupling
• Citation Analysis
• Word Cloud
• Tree map
• Thematic Map
• Three-Field Plot
• Writing interpretations for tables and visualizations
🔹 *Day 3: Validation & Cross-Validation*
• Train-test split, k-fold cross-validation, and LOOCV
• Avoiding overfitting and bias
• Practical lab: validating models on research datasets
🔹 *Day 4: Introduction to Text Analysis using R (Quanteda Package)*
• Why Text Mining?
• Installing R, RStudio, and Quanteda
• Importing text and abstracts from Scopus/Web of Science
• Corpus creation
• Tokenization
• Removing punctuation, numbers, and stop words
• Stemming and Lemmatization (overview)
• Creating Document Feature Matrix (DFM)
• Word Frequency Analysis
• Keyword Frequency Tables
• N-grams (Bi-grams and Tri-grams)
• Word Cloud Generation
🔹 *Day 5: Advanced Text Analysis & Interpretation*
• Keyword in Context (KWIC)
• Feature Co-occurrence Matrix (FCM)
• Text Similarity Analysis
• Dictionary-based Analysis
• Sentiment Analysis (basic introduction)
• Topic Identification using Quanteda (feature exploration)
• Comparing Bibliometric Results with Text Analysis Findings
• Reporting Results in Research Papers
👨🏫 *Resource Person* : Dr. Manoj Kumar Mishra
Assistant Professor, Faculty of Management, Marwadi University, Gujarat
💳 *Registration Details -*
*Registration Fee:* Rs. 590/- only
*Register Now* : https://rzp.io/rzp/nzjIoBdJ
📞 *Contact for Queries / Bulk Registration*
📱 WhatsApp: +91 9150929629
📧 manuscriptpedia@gmail.com
📧 director@manuscriptpedia.com
🌐 www.manuscriptpedia.com/research-events
*# Limited Seats Only*
Organized by Manuscriptpedia An ISO 9001:2015 Certified Research Training Organization dedicated to advancing research, innovation, and professional excellence worldwide. | 2 337 |
| 5 | ABV-Indian Institute of Information Technology and Management, Gwalior
Assistant Professor Recruitment
Total Vacancies: 24
Pay Level 12, Rs. 1,01,500 – 1,67,400
For More Details: https://www.facultyplus.com/assistant-professor-recruitment-in-atal-bihari-vajpayee-indian-institute-of-information-technology-and-management-gwalior/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1
DISCLAIMER: FacultyPlus.com acts only as an information-sharing platform. While every effort is made to ensure accuracy, FacultyPlus.com does not guarantee the completeness or authenticity of job details and is not responsible for any changes, or outcomes arising from this job posting. Applicants are advised to verify all information directly with the respective institution before applying. | 1 836 |
| 6 |  Нет текста... | 2 441 |
| 7 | *Greetings from Manuscriptpedia!*
An ISO 9001:2015 Certified Research and Training Organization (Registered Research Training Firm)
🎓 International Professional Development Program on *“Machine Learning in Research: From Modeling to Publication”*
*# Bring Your Data, Leave with Insights | ML 1.0* #
📅 *Date:* September 21st – 25th, 2026
🕕 *Time:* 6:30 PM – 8:00 PM IST
💻 *Mode:* Online (Google Meet)
📜 *Category:* Professional Development Program (PDP)
*About the PDP*
This 5-day PDP is designed to provide hands-on training in applying machine learning to real-world research problems. Participants will work directly with datasets, learning how to build predictive models, validate results, optimize performance, and interpret outcomes for meaningful insights.
The program emphasizes data-driven approaches and reproducible workflows, equipping researchers from core departments (engineering, energy, materials, healthcare, etc.) with practical skills to integrate ML into their research pipelines.
🧠 *PDP Themes & Schedule*
🔹 *Day 1: Practical Foundations of Machine Learning*
*Introduction to ML workflows with real datasets
*Setting up Python/ML environments (Scikit-learn, TensorFlow, PyTorch)
*Data exploration and preprocessing (hands-on lab)
*🔹 Day 2: Prediction & Model Building*
*Regression and boosting models
*Building predictive models step-by-step
*Hands-on exercises with domain-specific datasets
🔹 *Day 3: Validation & Cross-Validation*
*Train-test split, k-fold cross-validation, and LOOCV
*Avoiding overfitting and bias
*Practical lab: validating models on research datasets
🔹 *Day 4: Optimization & Hyperparameter Tuning*
*Hyper parameter for model optimization
*Performance metrics (validation metrics)
*Hands-on lab: optimizing models for reliability and robustness
🔹 *Day 5: Interpretation & Research Integration*
*Model explainability (SHAP, PDP, feature importance)
*Translating ML outputs into research insights
*Designing reproducible ML workflows for publication and collaboration
*Reflection, peer learning, and roadmap for ML-driven research impact
💡 *Why Join This PDP?*
✅ Hands-on training with real datasets and ML tools
✅ Learn prediction, validation, cross-validation, optimization, and interpretation techniques
✅ Receive a Professional Development Certificate
✅ Build reproducible, data-driven workflows for your research
✅ Network with global researchers applying ML in diverse domains
👨🏫 *Resource Person :* Dr. Krishnamoorthy Ramalingam,
Senior Lecturer, Universiti Sains Malaysia (USM)
💳 *Registration Details -*
*Registration Fee:* Rs. 590/- only
*Register Now* : https://rzp.io/rzp/IvlCMbt
📞 *Contact for Queries / Bulk Registration*
📱 WhatsApp: +91 9150929629
📧 manuscriptpedia@gmail.com
📧 director@manuscriptpedia.com & ceo@artineural.com
🌐 www.manuscriptpedia.com/research-events & www.artinueral.com
*"Practical ML: No more theory, just your data in action"*
# Limited Seats Only
Organized by Manuscriptpedia An ISO 9001:2015 Certified Research Training Organization dedicated to advancing research, innovation, and professional excellence worldwide, with Artineural. | 2 431 |
| 8 | National Institute of Technology Goa
Teaching Faculty for Various Departments
For More Details: https://www.facultyplus.com/national-institute-of-technology-goa-wanted-teaching-faculty-for-various-departments/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1
DISCLAIMER: FacultyPlus.com acts only as an information-sharing platform. While every effort is made to ensure accuracy, FacultyPlus.com does not guarantee the completeness or authenticity of job details and is not responsible for any changes, or outcomes arising from this job posting. Applicants are advised to verify all information directly with the respective institution before applying. | 2 257 |
| 9 |  Нет текста... | 2 738 |
| 10 | *7 Days Training cum Faculty Development Program*
*on*
“Transforming Agriculture through Technological Interventions and Climate Resilience”
📅 *Date* : 01–07 October 2026
💻 *Mode* : Online
🏢 *Organised By:* Meadow Agriculture
📜 Certificate Will Be Provided
🎓 *Who Can Participate?*
Faculty Members | Researchers | Scientists | Ph.D. Scholars | PG Students | Agriculture Professionals | Academicians | Agri-Tech Enthusiasts
📲 *Click here for Registration-* https://www.meadowagriculture.in/training-details/7-days-training-cum-faculty-development-program
🌐 www.meadowagriculture.in
📧 info@meadowagriculture.in
📞 8708886307
*Join what's app group*
https://chat.whatsapp.com/FatgBCxiBao90BNhYPuumP | 2 663 |
| 11 | Kavayitri Bahinabai Chaudhari North Maharashtra University, Jalgaon
Assistant Professor
Consolidated salary
For More Details: https://www.facultyplus.com/kavayitri-bahinabai-chaudhari-north-maharashtra-university-jalgaon-wanted-temporary-assistant-professor/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1
DISCLAIMER: FacultyPlus.com acts only as an information-sharing platform. While every effort is made to ensure accuracy, FacultyPlus.com does not guarantee the completeness or authenticity of job details and is not responsible for any changes, or outcomes arising from this job posting. Applicants are advised to verify all information directly with the respective institution before applying. | 2 603 |
| 12 |  Нет текста... | 3 595 |
| 13 | Indian Institute of Technology, Kanpur
Special Recruitment Drive
Assistant Professor Grade I
Assistant Professor Grade II
For More Details: https://www.facultyplus.com/indian-institute-of-technology-kanpur-wanted-assistant-professor-2/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1
DISCLAIMER: FacultyPlus.com acts only as an information-sharing platform. While every effort is made to ensure accuracy, FacultyPlus.com does not guarantee the completeness or authenticity of job details and is not responsible for any changes, or outcomes arising from this job posting. Applicants are advised to verify all information directly with the respective institution before applying. | 4 011 |
| 14 | Faculty Recruitment at North East Frontier Technical University, West Siang
Professor/Associate Professor/Assistant Professor
For More Details: https://www.facultyplus.com/faculty-recruitment-at-north-east-frontier-technical-university-west-siang/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1
DISCLAIMER: FacultyPlus.com acts only as an information-sharing platform. While every effort is made to ensure accuracy, FacultyPlus.com does not guarantee the completeness or authenticity of job details and is not responsible for any changes, or outcomes arising from this job posting. Applicants are advised to verify all information directly with the respective institution before applying | 6 050 |
| 15 | Babasaheb Bhimrao Ambedkar University
Professor 14 (Pay Range: Rs. 1,44,200-2,18,200)
Associate Professor 13A (Pay Range: Rs. 1,31,400-2,17,100)
Assistant Professor 10 (Pay Range: Rs. 57,700-1,82,400)
For More Details: https://www.facultyplus.com/babasaheb-bhimrao-ambedkar-university-lucknow-wanted-professor-associate-professor-assistant-professor-3/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1
DISCLAIMER: FacultyPlus.com acts only as an information-sharing platform. While every effort is made to ensure accuracy, FacultyPlus.com does not guarantee the completeness or authenticity of job details and is not responsible for any changes, or outcomes arising from this job posting. Applicants are advised to verify all information directly with the respective institution before applying | 5 374 |
| 16 | CIPE, Amritsar- Lecturer Recruitment 2026
Consolidated Pay: Rs. 30,000 to Rs. 35,000 per month
For More Details: https://www.facultyplus.com/cipe-amritsar-lecturer-recruitment-2026/
For More Latest Jobs Visit: https://www.facultyplus.com/category/faculty-plus/
Conference/Workshop: https://collegeeventsinfo.com/college-events-info/
Follow our Whatsapp Channel: https://whatsapp.com/channel/0029Va5Ptq7GufIxcGGZM1
DISCLAIMER: FacultyPlus.com acts only as an information-sharing platform. While every effort is made to ensure accuracy, FacultyPlus.com does not guarantee the completeness or authenticity of job details and is not responsible for any changes, or outcomes arising from this job posting. Applicants are advised to verify all information directly with the respective institution before applying | 4 470 |
| 17 | Нет текста... | 4 153 |
| 18 | *Greetings from Manuscriptpedia!*
An ISO 9001:2015 Certified Research and Training Organization (Registered Research Training Firm)
🎓 International Professional Development Program on *“Machine Learning in Research: From Modeling to Publication”*
*# Bring Your Data, Leave with Insights | ML 1.0* #
📅 *Date:* September 21st – 25th, 2026
🕕 *Time:* 6:30 PM – 8:00 PM IST
💻 *Mode:* Online (Google Meet)
📜 *Category:* Professional Development Program (PDP)
*About the PDP*
This 5-day PDP is designed to provide hands-on training in applying machine learning to real-world research problems. Participants will work directly with datasets, learning how to build predictive models, validate results, optimize performance, and interpret outcomes for meaningful insights.
The program emphasizes data-driven approaches and reproducible workflows, equipping researchers from core departments (engineering, energy, materials, healthcare, etc.) with practical skills to integrate ML into their research pipelines.
🧠 *PDP Themes & Schedule*
🔹 *Day 1: Practical Foundations of Machine Learning*
*Introduction to ML workflows with real datasets
*Setting up Python/ML environments (Scikit-learn, TensorFlow, PyTorch)
*Data exploration and preprocessing (hands-on lab)
*🔹 Day 2: Prediction & Model Building*
*Regression and boosting models
*Building predictive models step-by-step
*Hands-on exercises with domain-specific datasets
🔹 *Day 3: Validation & Cross-Validation*
*Train-test split, k-fold cross-validation, and LOOCV
*Avoiding overfitting and bias
*Practical lab: validating models on research datasets
🔹 *Day 4: Optimization & Hyperparameter Tuning*
*Hyper parameter for model optimization
*Performance metrics (validation metrics)
*Hands-on lab: optimizing models for reliability and robustness
🔹 *Day 5: Interpretation & Research Integration*
*Model explainability (SHAP, PDP, feature importance)
*Translating ML outputs into research insights
*Designing reproducible ML workflows for publication and collaboration
*Reflection, peer learning, and roadmap for ML-driven research impact
💡 *Why Join This PDP?*
✅ Hands-on training with real datasets and ML tools
✅ Learn prediction, validation, cross-validation, optimization, and interpretation techniques
✅ Receive a Professional Development Certificate
✅ Build reproducible, data-driven workflows for your research
✅ Network with global researchers applying ML in diverse domains
👨🏫 *Resource Person :* Dr. Krishnamoorthy Ramalingam,
Senior Lecturer, Universiti Sains Malaysia (USM)
💳 *Registration Details -*
*Registration Fee:* Rs. 590/- only
*Register Now* : https://rzp.io/rzp/IvlCMbt
📞 *Contact for Queries / Bulk Registration*
📱 WhatsApp: +91 9150929629
📧 manuscriptpedia@gmail.com
📧 director@manuscriptpedia.com & ceo@artineural.com
🌐 www.manuscriptpedia.com/research-events & www.artinueral.com
*"Practical ML: No more theory, just your data in action"*
# Limited Seats Only
Organized by Manuscriptpedia An ISO 9001:2015 Certified Research Training Organization dedicated to advancing research, innovation, and professional excellence worldwide, with Artineural. | 3 965 |
| 19 | 📢 Faculty Hiring 2026 | KL Deemed to be University, Hyderabad
🔹 Professor of Practice (POP)
🔹 Professor
🔹 Associate Professor
🔹 Assistant Professor
📍 Location: Bachupally, Hyderabad, Telangana
💰 Remuneration: On par with industry standards
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| 20 | 🎓 Assistant Professor Recruitment 2026 | Chettinad Institute of Technical Education and Research, KGF
🔹 Position: Assistant Professor
💼 Preference: Immediate joiners
📍 Location: Kolar Gold Fields (KGF), Karnataka
🔗 Full Details & Application:
https://www.facultyplus.com/assistant-professor-recruitment-2026-at-chettinad-institute-of-technical-education-and-research-kolar/
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