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The Learning Cycle 🌱

The Learning Cycle 🌱

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At The Learning Cycle, we champion collective learning & growth, dedicating our community to sharing resources and opportunities that empower individuals on their learning journeys. Buy ads: https://telega.io/c/learningcycle

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📈 نظرة تحليلية على قناة تيليجرام The Learning Cycle 🌱

تُعد قناة The Learning Cycle 🌱 (@learningcycle) في القطاع اللغوي الإنكليزية لاعباً نشطاً. يضم المجتمع حالياً 29 821 مشتركاً، محتلاً المرتبة 6 541 في فئة التعليم والمرتبة 1 364 في منطقة الولايات المتحدة.

📊 مؤشرات الجمهور والحراك

منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 29 821 مشتركاً.

بحسب آخر البيانات بتاريخ 17 يونيو, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار 645، وفي آخر 24 ساعة بمقدار 11، مع بقاء الوصول العام مرتفعاً.

  • حالة التحقق: غير موثّقة
  • معدل التفاعل (ER): يبلغ متوسط تفاعل الجمهور 12.32‎%. وخلال أول 24 ساعة من النشر يحصد المحتوى عادةً 3.26‎% من ردود الفعل نسبةً إلى إجمالي المشتركين.
  • وصول المنشورات: يحصل كل منشور على متوسط 3 673 مشاهدة. وخلال اليوم الأول يجمع عادةً 973 مشاهدة.
  • التفاعلات والاستجابة: يتفاعل الجمهور بانتظام؛ متوسط التفاعلات لكل منشور يبلغ 6.
  • الاهتمامات الموضوعية: يركز المحتوى على مواضيع رئيسية مثل reader, edit, archive, ebook, anna.

📝 الوصف وسياسة المحتوى

يصف المؤلف القناة بأنها مساحة للتعبير عن الآراء الذاتية:
At The Learning Cycle, we champion collective learning & growth, dedicating our community to sharing resources and opportunities that empower individuals on their learning journeys. Buy ads: https://telega.io/c/learningcycle

بفضل وتيرة التحديث المرتفعة (أحدث البيانات بتاريخ 18 يونيو, 2026) تحافظ القناة على حداثتها ومستوى وصول مرتفع. وتُظهر التحليلات تفاعلاً نشطاً من الجمهور، ما يجعلها نقطة تأثير مهمة ضمن فئة التعليم.

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Dear Research Students, Here are 15 Free online courses to learn research ⤵️ 1. Understanding Research Methods:  https://www.coursera.org/learn/research-methods 2. How to Write and Publish a Scientific Paper:  https://www.coursera.org/learn/how-to-write-a-scientific-paper 3. Introduction to Systematic Review and Meta-Analysis:  https://www.coursera.org/learn/systematic-review 4. Research for Impact:  https://www.coursera.org/learn/research-for-impact 5. Research Methodologies:  https://www.coursera.org/learn/research-methodologies 6. Quantitative and Qualitative Research for Beginners:  https://www.edx.org/learn/research/the-national-university-of-singapore-quantitative-and-qualitative-research-for-beginners?index=product&queryID=5e3dcba1e2dab480799cd9a501a8031d&position=1&search_index=product&results_level=first-level-results&term=research&campaign=Quantitative+and+Qualitative+Research+for+Beginners&source=edX&product_category=course&placement_url=https%3A%2F%2Fwww.edx.org%2Fsearch 7. Writing Case Studies: Science of Delivery:  https://www.edx.org/course/writing-case-studies-science-of-delivery-2?index=product&queryID=5e3dcba1e2dab480799cd9a501a8031d&position=3&search_index=product&results_level=first-level-results&term=research&campaign=Writing+Case+Studies%3A+Science+of+Delivery&source=edX&product_category=course&placement_url=https%3A%2F%2Fwww.edx.org%2Fsearch 8. Research Methodology: Complete the Research Project Blueprint:  https://www.udemy.com/course/research-methodology-complete-research-project-blueprint/ 9. How to Write a Successful Research Paper:  https://www.coursera.org/learn/academic-writing-capstone?utm_source=gg&utm_medium=sem&utm_campaign=B2C_INDIA_google-it-automation_FTCOF_professional-certificates_arte-re-PMAX_nrl_after14D&utm_content=B2C&campaignid=19197733182&adgroupid=&device=c&keyword=&matchtype=&network=x&devicemodel=&adpostion=&creativeid=&hide_mobile_promo&gclid=Cj0KCQjw1_SkBhDwARIsANbGpFvxXtqjWwy1mTTj0rrntxv0HwJqDTRNpL2eDmnJ2jxOtAu_hLBshd0aAppFEALw_wcB 10. Research Proposal Bootcamp: How to Write a Research Proposal:  https://www.futurelearn.com/courses/how-to-write-a-phd-proposal?utm_campaign=Courses+feed&utm_medium=courses-feed&utm_source=courses-feed&utm_source=rakutenmarketing&utm_medium=affiliate&utm_campaign=fl_3347507:Class+Central&utm_content=10:1&utm_term=USNetwork&ranMID=44015&ranEAID=SAyYsTvLiGQ&ranSiteID=SAyYsTvLiGQ-LrzL.C4_3alCu.Pwq5Fzrg 11. Research Ethics and Responsible Conduct of Research:  https://onlinecourses.swayam2.ac.in/cec22_ge28/preview 12. Literature Review and Critical Analysis:  https://modernstates.org/course/analyzing-and-interpreting-literature/ 13. Advanced Data Analysis and Statistical Methods:  https://www.coursera.org/specializations/statistics 14. Experimental Design and Data Collection:  https://www.coursera.org/learn/introduction-experimental-design-basics 15. Research Presentation and Public Speaking Skills:  https://www.coursera.org/learn/public-speaking?irclickid=RiRU%3AsxD6xyPRk5XaT0-uQI4UkF2hMWmFzUW240&irgwc=1&utm_medium=partners&utm_source=impact&utm_campaign=259799&utm_content=b2c

1. The Academic Proposal - University of Toronto https://advice.writing.utoronto.ca/types-of-writing/academic-proposal/ Academic Proposals in Graduate School - University of Toronto https://advice.writing.utoronto.ca/types-of-writing/academic-proposals-graduate/ Research Proposal / Research Statement Instructions - University of Toronto https://socialwork.utoronto.ca/research-proposal-statement-instructions/ Develop and Submit Proposal - U of T Scarborough https://www.utsc.utoronto.ca/research/develop-and-submit-proposal Australia 1. Research proposal - Monash University https://www.monash.edu/rlo/research-writing-assignments/research-proposals/writing-a-research-proposal 3. How to write a research proposal - Monash University https://www.monash.edu/graduate-research/future-students/apply/how-to-write-a-research-proposal 4. Writing a research proposal - Library, Monash University https://guides.lib.monash.edu/research-methods/writing-proposals 5. Research proposal guide - Monash University https://www.monash.edu/graduate-research/supervision/handbook/5-2 Germany 1. How to Write a Research Proposal - Humboldt University of Berlin https://www.international.hu-berlin.de/en/studierende/aus-der-welt/studium/english/4.-the-research-proposal 2. Guidelines for Research Proposals - Humboldt University of Berlin https://www.projekte.hu-berlin.de/en/research-proposal-guidelines 3. Research Proposal Tips - Humboldt University of Berlin https://www.hu-berlin.de/en/research/research-proposals 4. Writing a Research Proposal - Humboldt University of Berlin https://www.graduateschool.hu-berlin.de/en/how-to-apply/research-proposal China 1. Guidelines for Writing Research Proposals - Tsinghua University http://www.tsinghua.edu.cn/publish/thu2018en/11620/2018/20180919165425408576423/20180919165425408576423_.html 2. Research Proposal Writing - Tsinghua University http://www.tsinghua.edu.cn/publish/thu2018en/11621/2020/20201016151911808718110/20201016151911808718110_.html 3. Writing a Research Proposal - Graduate Programs, Tsinghua University http://www.gs.tsinghua.edu.cn/en/rules/how-to-write-a-research-proposal 4. Research Proposal Guidelines - International Students, Tsinghua University http://www.istudents.tsinghua.edu.cn/en/programs/research-proposal ~ Bashar #Research #writing #scholarship #application

Master Your Research Proposal: Top University Tips and Templates I have received many questions about crafting the perfect research proposal. I have compiled the best tips and templates from top universities in the UK, USA, Canada, Germany, Australia, and China. Check out what these prestigious institutions recommend to make your proposal stand out! United Kingdom 1. How to Write a Research Proposal - University of Birmingham https://www.birmingham.ac.uk/schools/law/courses/research/research-proposal 2. How to Write a Research Proposal - Oxford University https://www.ox.ac.uk/admissions/graduate/applying-to-oxford/how-to-guides/research-proposal 3. Writing a Research Proposal - Nottingham Trent University https://www.ntu.ac.uk/study-and-courses/postgraduate/phd/how-to-apply/writing-a-research-proposal 4. How to write a research proposal that stands out - The University of Portsmouth https://www.port.ac.uk/study/postgraduate-research/postgraduate-research-proposal-guide/how-to-write-a-research-proposal-that-stands-out 5. University of Cambridge • Guide to Writing a PhD Research Proposal - Faculty of Education https://www.educ.cam.ac.uk/courses/graduate/doctoral/downloads/guide_phd_research_proposal_0821.pdf • How to Write Your Research Proposal - Cambridge Digital Humanities https://www.cdh.cam.ac.uk/how-to-write-your-research-proposal • Writing an MPhil Research Proposal - Faculty of Modern and Medieval Languages and Linguistics https://www.mmll.cam.ac.uk/research-proposal • Guidance for Postgraduate Applicants on Writing a Research Proposal - Faculty of Divinity https://www.divinity.cam.ac.uk/study-here/postgraduate/proposal • Writing a Proposal - Research Operations Office https://www.research-operations.admin.cam.ac.uk/applying/preparing-and-writing-research-proposals United States 1. Writing Research Proposals - Harvard University https://uraf.harvard.edu/proposal-writing-tips 2. Preparing a Proposal - Harvard University https://osp.finance.harvard.edu/preparing-proposal 2. Proposal Writing Tips - Harvard University https://lifesciences.fas.harvard.edu/proposal-writing-tips 3. Writing Project Proposals - Harvard University https://uraf.harvard.edu/writing-project-proposals 4. How to Write a Research Proposal as an Undergrad - Princeton University https://pcur.princeton.edu/2021/05/how-to-write-a-research-proposal-as-an-undergrad/ 5. Resources for Proposal Writers - Princeton University https://writing.princeton.edu/resources-proposal-writers 6. Pitching Your Project: Writing an Effective Proposal - Princeton University https://undergraduateresearch.princeton.edu/events/2023/pitching-your-project-writing-effective-proposal 7. Postdoc Proposal Writing Boot Camps - Princeton University [Link](https://writing.princeton.edu/graduate-students-postdocs/postdoc-proposal-writing-boot-camps) 8. How to Write a Research Proposal - Stanford University https://studentaffairs.stanford.edu/department/research-development/writing-proposal 9. Research Proposal Writing - Stanford University Libraries https://library.stanford.edu/research-support/research-proposal-writing 10. Guidelines for Writing a Research Proposal - Stanford University https://med.stanford.edu/rmg/proposal-guidelines.html 11. Writing a Research Proposal - MIT https://gradadmissions.mit.edu/policies-procedures/research-proposal 12. Guide to Writing Research Proposals - MIT Libraries https://libraries.mit.edu/collections/research-support/proposal-writing/ 13. Developing a Research Proposal - MIT Office of Graduate Education https://oge.mit.edu/developing-a-research-proposal/ 14. Writing a Research Proposal - UC Berkeley https://grad.berkeley.edu/professional-development/guide-to-graduate-school-preparation/research-proposal/ 15. Research Proposal Writing - UC Berkeley Library [Link](https://www.lib.berkeley.edu/research-proposal-writing) 16. Guide to Writing a Research Proposal - UC Berkeley https://grad.berkeley.edu/research-proposal-guide/ Canada

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3. 2024 Italian National Graduate Scholarship (University of Modena) | Fully Funded The University of Modena offers full scholarship and a stipend of €16,240 per year for the winners. Deadline: July 26, 2024 https://www.bandi.unimore.it/AZdoc/CallPhDEnglishXLReligiousStudiesWEB.pdf

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4. DAAD Research Scholarship 2025 The scholarship offers full funding, a living stipend of €16,060, and a travel allowance for the duration of the study. Deadline: October 15, 2024 https://www2.daad.de/deutschland/stipendium/datenbank/en/21148-scholarship-database/?origin=165&status=4&subjectGrps=&daad=&q=&page=1&detail=57135739#voraussetzungen

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5. 2024 Maxwell King Scholarship at Monash University The scholarship provides full funding and an annual living stipend of $50,290 for the duration of the study Deadline: October 31, 2024 https://www.monash.edu/study/fees-scholarships/scholarships/find-a-scholarship/maxwell-king-phd-scholarship

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7. Commonwealth University of Pretoria Scholarship The scholarship provides full tuition coverage, living stipends of $16,220 per year and accommodation for the winners. Deadline: September 11, 2024 https://www.up.ac.za/funding/3237135/2025-up-doctoral-commonwealth-scholarship

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University of Florida Graduate Scholarship 2025 | Fully Funded The scholarship offers full funding, a tuition waiver, a living stipend of $25,000, and health insurance for the entire study period. Deadline: December 1, 2024 https://psych.ufl.edu/graduate/prospective-grads/admissions/

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1. University of Manitoba Fellowship | Fully Funded Deadline: July 31, 2024 https://umanitoba.ca/community/alumni/alumni-association/alumni-association-scholarships/graduate-fellowship

Python for Bioinformatics Projects and Drug Discovery: https://morioh.com/p/7fe85ed008f3?f=5c224490c513a556c9042463 Modern Genetics & Biotechnology: https://t.me/allomics BIOINFORMATICS open Access Online Resources carefully collected over Many years 1. https://pubmed.ncbi.nlm.nih.gov/?term=Bioinformatics&sort= 2. http://bio-protocol.org/Default.aspx 3. https://www.vlab.co.in/broad-area-biotechnology-and-biomedical-engineering 4. http://rosalind.info/glossary/ 5. http://ghr.nlm.nih.gov/glossary 6. http://rosalind.info/courses/ 7. http://nptel.ac.in/courses/117106113/ 8. https://www.vlab.co.in/broad-area-computer-science-and-engineering 9. https://www.codecademy.com/resources/cheatsheets/all 10. http://nptel.ac.in/courses/102101003/ 11. https://www.ncert.nic.in/textbook.php( "Class XI" and "Class XII" under the drop-down menus) 12. https://stepik.org/catalog/search?q=Bioinformatics 13. https://www.coursera.org/search?query=Bioinformatics & 15. https://www.edx.org/search?q=Bioinformatics 16. https://nptel.ac.in/courses/102/104/102104056/ 17. https://www.mygoblet.org/training-materials/#trainingmaterialstabs|0 18. https://www.biosb.nl/archive-courses/ 19. https://shodhganga.inflibnet.ac.in/simple-search?query=Bioinformatics 20. http://bioinformaticsinstitute.ru/en 21. https://www.ibiology.org/biology-topics/ 22. http://www.cdfd.org.in/empc/scm_classes.html 23. http://bpa-csiro-workshops.github.io/btp-workshop-ngs/ 24. https://www.biostarhandbook.com/ 25. http://www.startbioinfo.org/ 26. http://www.cdfd.org.in/empc/scm_classes.html 27. https://bio.tools/ 28) https://www.embnet.org/wp/quick-guides/ https://www.embnet.org/wp/critical-guides/ 29. https://www.wipo.int/tools/en/gsearch.html?q=Bioinformatics 30. http://countbio.com/ 31. https://www.ebi.ac.uk/training/on-demand 32. http://www.staff.hs-mittweida.de/~wuenschi/doku.php?id=rwbook2 33. https://biotech.co.in/en/binc-bioinformatics-national-certification 34. https://www.youtube.com/results?search_query=ncbi+now 35. https://scilifelab.github.io/courses/ 36. https://www.imsc.res.in/~kabru/parapp/bioinformatics_notes.pdf 37. https://tess.elixir-europe.org/materials 38. https://www.agmoocs.in/courses 39. AWK one liners- http://www.pement.org/awk/awk1line.txt 40. http://rsg-uk.iscbsc.org/resources/16-education-resources.html 41. https://rsgturkey.com/en/resources/ 42. https://iscb-mx.github.io/ 43. https://www.bioinformatics.recipes/ https://www.bioinformatics.recipes/project/list/ https://www.bioinformatics.recipes/latest/recipes/ 44. https://nptel.ac.in/courses/102/106/102106065/ 45. https://onlinecourses.swayam2.ac.in/cec21_bt04/preview 46. https://bioinformaticsdotca.github.io/ 47. https://edu.t-bio.info/collections/ 48. https://edu.t-bio.info/lp-courses/ 49. https://bioconductor.org/help/course-materials/ 50. https://www.iscb.org/education-and-training-resources #newliferesearchfoundationteam

Learn Python, R & SQL Programming, Bioinformatics, Genomics & Omics/Multiomics, Advanced Genetics, Biotechnology, Bash Scripting, Biostatistics, Statistics and Probability, Machine Learning, Artificial Intelligence, Large Language Models, LangChain, ChatGPT/ChatGPT Plus (4), etc @everyone, we carefully compiled these materials for those who willl be starting their studies soon, you can also find them useful for self-studying. (1) Python, R & SQL Programming, AI - ML/DL (a) From Blogs such as W3Schools, Machine Learning Mastery, Towards Data Science, Kaggle, Coursera, Analytics Vidhya, Leetcode, Khan Academy, Skikit learn, DataCamp, GeekforGeeks, Educative.io, GitHub repositories, Simplilearn, Edureka, mit.edu.courses, ETH Python Course, Symposium materials from GT, dev.to courses, developers.google, byjusfutureschools.edu, Real Python, c-sharpcorner.com, etc - https://docs.google.com/document/d/1--9XgjuOv9ZhDfuGDpUzE1e04JCTtrijSHgMnZ7MI9Y/edit (b) BioPython - For Projects http://biopython.org/DIST/docs/tutorial/Tutorial.html (c) Deep Learning https://dl.ebooksworld.ir/books/Deep.Learning.for.Coders.with.fastai.and.PyTorch.Howard.Gugger.OReilly.9781492045526.EBooksWorld.ir.pdf (d) Computational Genomics with R https://compgenomr.github.io/book/ (e) SQL https://www.sqlbot.co/ https://www.w3schools.com/sql/ https://www.kaggle.com/learn/intro-to-sql https://www.kaggle.com/learn/advanced-sql https://www.kaggle.com/code/dimarudov/data-analysis-using-sql (2) Maths of Machine Learning By deeplearning.ai https://www.deeplearning.ai/courses/mathematics-for-machine-learning-and-data-science-specialization/ (b) ChatGPT for Education and Research Chat GPT 4 - ChatGPT Free Download AI ChatBot: Smart Assistant and enjoy it on your iOS. Simplify your life with a smart assistant chatgpt. The only difference between the two chatbots is the number of parameters used in their architecture. ChatGPT uses the transformer model with 12 layers and 117 million parameters. However, ChatGPT Plus is powered by a 24-layer transformer model with 1.5 billion parameters. https://medium.com/@ind/chatgpt-vs-chatgpt-plus-a-comparison-e8b233165def https://www.producthunt.com/stories/is-chatgpt-plus-worth-it-chatgpt-paid-vs-free https://drasmajabeen.com/chatgpt-for-scientific-research-paper-writing/ (c) Researchers Discover a More Flexible Approach to Machine Learning: https://www.quantamagazine.org/researchers-discover-a-more-flexible-approach-to-machine-learning-20230207/ (d) LangChain AI in Python https://python.langchain.com/docs/use_cases/code_understanding https://pypi.org/project/langchain/ (e) Chain-of-thought (CoT) AI ThoughtSource: A central hub for large language model reasoning data - A Nature paper: https://www.nature.com/articles/s41597-023-02433-3 (3) Shomu's Biology - Any topic in Biology, e.g: (a) Advanced Genetics - Lecture Part 1-13 - https://m.youtube.com/watch?v=3eKZ3ffUA2Y&t=5s Quantitative Genetics Problems - part 1-13 (b) Biostatistics Part 1-14 - https://m.youtube.com/watch?v=Ip7NDs1oDOo (c) Population Genetics Part 1-20 - https://m.youtube.com/watch?v=L7rpgdOsq_s Population Genetics problems and maths problems in population genetics part 1 to Chapter 8 problems - https://m.youtube.com/watch?v=fNZ9wBb3Opw (d) Ecology Part 1-19 - https://m.youtube.com/watch?v=mQ16jszjyFo (e) Epidemiology https://m.youtube.com/watch?v=sB4EBtPPDdw (f) Bioinformatics and Practical Bioinformatics - 42 videos in total Part 1-17 with practical bioinformatics aspects 1-23 - https://m.youtube.com/watch?v=w-uk-_TOgR0&list=PLb0WW0k29aHrF8aZzK17ORTesZsd-lING&index=1&pp=iAQB (g) Data Analysis in Medicine and Health Using R https://lnkd.in/dRg6jFu5 Other Bioinformatics Resources BabrahamBioinf videos: https://www.youtube.com/watch?v=mQ2KbMOJOXU NCBI: https://www.youtube.com/watch?v=QIZ8QH6JcC8 EMBL: https://www.youtube.com/playlist?list=PL67E0627174F36FCF Bioinformatics WorkBook: https://bioinformaticsworkbook.org/list.html#gsc.tab=0

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Common Scholarships in Asian Countries During our scholarship webinar earlier this year, we promised to compile a list of scholarships from Asian countries and post them here. Many thanks to Bernard Gogo and our team for compiling these scholarships for us: 1. Malaysian Technical Cooperation Program (MTCP): https://mtcp.kln.gov.my/ 2. Taiwan Scholarship Program: https://english.moe.gov.tw/cp-24-16833-23C09-1.html 3. Global Korea Scholarship, NIIED: http://www.niied.go.kr/user/nd35203.do 4. Doha Institute Scholarships: https://www.dohainstitute.edu.qa/en/Admissions-Office/Pages/Scholarships.aspx 5. Hamad bin Khalifa University Scholarship: https://www.hbku.edu.qa/sites/default/files/academics/ac-a-14.v01.pdf 6. King Fahd University Scholarships: http://www1.kfupm.edu.sa/deanships/dgs/Pages/en/Full-MS-PhD-Scholarships-Opportunity.aspx 7. King Abdulaziz Scholarship: https://www.kau.edu.sa/Content-0-EN-285332 8. Abu Dhabi University Scholarship: https://www.adu.ac.ae/study/financials/scholarships 9. Singapore International Graduate Award (SINGA): https://www.a-star.edu.sg/Scholarships/for-graduate-studies/singapore-international-graduate-award-singa 10. Chulabhorn Graduate Institute Scholarship: https://www.cgi.ac.th/admissions/cgi-scholarship-international/ 11. Graduate Scholarship Program for ASEAN and NON-ASEAN Countries Chulalongkorn: https://daadscholarship.com/chulalongkorn-university-graduate-scholarship-2024/#:~:text=Open%20to%20international%20graduate%20students,current%20students%20at%20Chulalongkorn%20University. 12. JGSEE Scholarship: https://www.jgsee.kmutt.ac.th/v3/scholarships/ 13. Sirindhorn International Institute of Technology (SIIT) Scholarships: https://cet.siit.tu.ac.th/scholarships 14. China Scholarship Council: https://www.chinesescholarshipcouncil.com/ 15. Jiangsu Government Scholarship: https://studyabroad.jiangnan.edu.cn/English/Scholarships/Jiangsu_Government_Scholarship.htm 16. MOFCOM Scholarship: https://www.chinesescholarshipcouncil.com/mofcom-scholarship-china.html 17. Schwarzman Scholars: https://www.schwarzmanscholars.org/ 18. Zhengzhou University President Scholarship: http://international.zzu.edu.cn/en/scholarship/detail?cid=49&pid=5&detail=13 19. MEXT scholarship: https://www.studyinjapan.go.jp/en/planning/scholarships/mext-scholarships/ 20. Honjo International Scholarship Foundation: https://www.hisf.or.jp/en/ 21. Joint Japan World Bank Graduate Scholarship Program: https://www.worldbank.org/en/programs/scholarships/jj-wbgsp Best of luck in your applications. #newliferesearchfoundationteam

Python for Bioinformatics Projects and Drug Discovery: https://morioh.com/p/7fe85ed008f3?f=5c224490c513a556c9042463 Modern Genetics & Biotechnology: https://t.me/allomics BIOINFORMATICS open Access Online Resources carefully collected over Many years 1. https://pubmed.ncbi.nlm.nih.gov/?term=Bioinformatics&sort= 2. http://bio-protocol.org/Default.aspx 3. https://www.vlab.co.in/broad-area-biotechnology-and-biomedical-engineering 4. http://rosalind.info/glossary/ 5. http://ghr.nlm.nih.gov/glossary 6. http://rosalind.info/courses/ 7. http://nptel.ac.in/courses/117106113/ 8. https://www.vlab.co.in/broad-area-computer-science-and-engineering 9. https://www.codecademy.com/resources/cheatsheets/all 10. http://nptel.ac.in/courses/102101003/ 11. https://www.ncert.nic.in/textbook.php( "Class XI" and "Class XII" under the drop-down menus) 12. https://stepik.org/catalog/search?q=Bioinformatics 13. https://www.coursera.org/search?query=Bioinformatics & 15. https://www.edx.org/search?q=Bioinformatics 16. https://nptel.ac.in/courses/102/104/102104056/ 17. https://www.mygoblet.org/training-materials/#trainingmaterialstabs|0 18. https://www.biosb.nl/archive-courses/ 19. https://shodhganga.inflibnet.ac.in/simple-search?query=Bioinformatics 20. http://bioinformaticsinstitute.ru/en 21. https://www.ibiology.org/biology-topics/ 22. http://www.cdfd.org.in/empc/scm_classes.html 23. http://bpa-csiro-workshops.github.io/btp-workshop-ngs/ 24. https://www.biostarhandbook.com/ 25. http://www.startbioinfo.org/ 26. http://www.cdfd.org.in/empc/scm_classes.html 27. https://bio.tools/ 28) https://www.embnet.org/wp/quick-guides/ https://www.embnet.org/wp/critical-guides/ 29. https://www.wipo.int/tools/en/gsearch.html?q=Bioinformatics 30. http://countbio.com/ 31. https://www.ebi.ac.uk/training/on-demand 32. http://www.staff.hs-mittweida.de/~wuenschi/doku.php?id=rwbook2 33. https://biotech.co.in/en/binc-bioinformatics-national-certification 34. https://www.youtube.com/results?search_query=ncbi+now 35. https://scilifelab.github.io/courses/ 36. https://www.imsc.res.in/~kabru/parapp/bioinformatics_notes.pdf 37. https://tess.elixir-europe.org/materials 38. https://www.agmoocs.in/courses 39. AWK one liners- http://www.pement.org/awk/awk1line.txt 40. http://rsg-uk.iscbsc.org/resources/16-education-resources.html 41. https://rsgturkey.com/en/resources/ 42. https://iscb-mx.github.io/ 43. https://www.bioinformatics.recipes/ https://www.bioinformatics.recipes/project/list/ https://www.bioinformatics.recipes/latest/recipes/ 44. https://nptel.ac.in/courses/102/106/102106065/ 45. https://onlinecourses.swayam2.ac.in/cec21_bt04/preview 46. https://bioinformaticsdotca.github.io/ 47. https://edu.t-bio.info/collections/ 48. https://edu.t-bio.info/lp-courses/ 49. https://bioconductor.org/help/course-materials/ 50. https://www.iscb.org/education-and-training-resources #newliferesearchfoundationteam

Learn Python, R & SQL Programming, Bioinformatics, Genomics & Omics/Multiomics, Advanced Genetics, Biotechnology, Bash Scripting, Biostatistics, Statistics and Probability, Machine Learning, Artificial Intelligence, Large Language Models, LangChain, ChatGPT/ChatGPT Plus (4), etc @everyone, we carefully compiled these materials for those who willl be starting their studies soon, you can also find them useful for self-studying. (1) Python, R & SQL Programming, AI - ML/DL (a) From Blogs such as W3Schools, Machine Learning Mastery, Towards Data Science, Kaggle, Coursera, Analytics Vidhya, Leetcode, Khan Academy, Skikit learn, DataCamp, GeekforGeeks, Educative.io, GitHub repositories, Simplilearn, Edureka, mit.edu.courses, ETH Python Course, Symposium materials from GT, dev.to courses, developers.google, byjusfutureschools.edu, Real Python, c-sharpcorner.com, etc - https://docs.google.com/document/d/1--9XgjuOv9ZhDfuGDpUzE1e04JCTtrijSHgMnZ7MI9Y/edit (b) BioPython - For Projects http://biopython.org/DIST/docs/tutorial/Tutorial.html (c) Deep Learning https://dl.ebooksworld.ir/books/Deep.Learning.for.Coders.with.fastai.and.PyTorch.Howard.Gugger.OReilly.9781492045526.EBooksWorld.ir.pdf (d) Computational Genomics with R https://compgenomr.github.io/book/ (e) SQL https://www.sqlbot.co/ https://www.w3schools.com/sql/ https://www.kaggle.com/learn/intro-to-sql https://www.kaggle.com/learn/advanced-sql https://www.kaggle.com/code/dimarudov/data-analysis-using-sql (2) Maths of Machine Learning By deeplearning.ai https://www.deeplearning.ai/courses/mathematics-for-machine-learning-and-data-science-specialization/ (b) ChatGPT for Education and Research Chat GPT 4 - ChatGPT Free Download AI ChatBot: Smart Assistant and enjoy it on your iOS. Simplify your life with a smart assistant chatgpt. The only difference between the two chatbots is the number of parameters used in their architecture. ChatGPT uses the transformer model with 12 layers and 117 million parameters. However, ChatGPT Plus is powered by a 24-layer transformer model with 1.5 billion parameters. https://medium.com/@ind/chatgpt-vs-chatgpt-plus-a-comparison-e8b233165def https://www.producthunt.com/stories/is-chatgpt-plus-worth-it-chatgpt-paid-vs-free https://drasmajabeen.com/chatgpt-for-scientific-research-paper-writing/ (c) Researchers Discover a More Flexible Approach to Machine Learning: https://www.quantamagazine.org/researchers-discover-a-more-flexible-approach-to-machine-learning-20230207/ (d) LangChain AI in Python https://python.langchain.com/docs/use_cases/code_understanding https://pypi.org/project/langchain/ (e) Chain-of-thought (CoT) AI ThoughtSource: A central hub for large language model reasoning data - A Nature paper: https://www.nature.com/articles/s41597-023-02433-3 (3) Shomu's Biology - Any topic in Biology, e.g: (a) Advanced Genetics - Lecture Part 1-13 - https://m.youtube.com/watch?v=3eKZ3ffUA2Y&t=5s Quantitative Genetics Problems - part 1-13 (b) Biostatistics Part 1-14 - https://m.youtube.com/watch?v=Ip7NDs1oDOo (c) Population Genetics Part 1-20 - https://m.youtube.com/watch?v=L7rpgdOsq_s Population Genetics problems and maths problems in population genetics part 1 to Chapter 8 problems - https://m.youtube.com/watch?v=fNZ9wBb3Opw (d) Ecology Part 1-19 - https://m.youtube.com/watch?v=mQ16jszjyFo (e) Epidemiology https://m.youtube.com/watch?v=sB4EBtPPDdw (f) Bioinformatics and Practical Bioinformatics - 42 videos in total Part 1-17 with practical bioinformatics aspects 1-23 - https://m.youtube.com/watch?v=w-uk-_TOgR0&list=PLb0WW0k29aHrF8aZzK17ORTesZsd-lING&index=1&pp=iAQB (g) Data Analysis in Medicine and Health Using R https://lnkd.in/dRg6jFu5 Other Bioinformatics Resources BabrahamBioinf videos: https://www.youtube.com/watch?v=mQ2KbMOJOXU NCBI: https://www.youtube.com/watch?v=QIZ8QH6JcC8 EMBL: https://www.youtube.com/playlist?list=PL67E0627174F36FCF Bioinformatics WorkBook: https://bioinformaticsworkbook.org/list.html#gsc.tab=0

Python Development is a highly in-demand and well-paying job in the tech industry. If you're looking to become an excellent Python Developer, here's a roadmap that includes various online resources: 1 Python Basics : Start with the fundamentals of Python programming, including variables, data types, control flow, loops, and functions. 1.1 https://lnkd.in/deZe7gxk 2 Object-Oriented Programming: Learn about object-oriented programming concepts such as classes, objects, inheritance, and polymorphism. https://lnkd.in/dF3gXMTT 3 Data Structures and Algorithms: Understand the basics of data structures such as lists, dictionaries, tuples, and sets, as well as algorithms like sorting and searching. https://lnkd.in/dYEktQ6x 4 Python Libraries : Familiarize yourself with popular Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-learn for data manipulation, analysis, and visualization. 4.1 Numpy : https://lnkd.in/deKZNr7j 4.2 Pandas : https://lnkd.in/deKZNr7j 4.3 Matplotlib : https://lnkd.in/deKZNr7j 4.4 Scikit Learn : https://lnkd.in/dbDD7mgA Web Development 5.1 Flask Learn Flask, a lightweight web application framework for Python. https://lnkd.in/dREx7PiA 5.2 Django Django is a high-level Python web framework that enables rapid development of secure and maintainable websites. https://lnkd.in/d2MdpS4T 6 Database Learn about database management systems like MySQL, SQLite, and PostgreSQL, and how to use them with Python. 6.1 https://lnkd.in/dr8tQMzG 6.2 https://lnkd.in/dYxHYR2T 7 Automation and Scripting : Learn how to automate repetitive tasks and write scripts to make your work easier and more efficient using libraries like Selenium and Beautiful Soup. 7.1 https://lnkd.in/dBc7wEfp 7.2 https://lnkd.in/d-2u8Txz 8 Machine Learning : Learn the basics of machine learning with Python and libraries such as TensorFlow and Keras. https://lnkd.in/dAp--sC6 9 Data Science : Get started with data science using Python libraries such as Pandas, NumPy, and Scikit-learn. https://lnkd.in/dEk2-2_x 10 DevOps : Understand the basics of DevOps, including containerization with Docker and container orchestration with Kubernetes. https://lnkd.in/dmJbgE_4 11 Version Control : Learn about version control systems like Git https://lnkd.in/dUxsQhiE 12 Python Testing : Learn about Python testing frameworks such as Pytest to write and run automated tests. 13 Python Quick revision for Interviews : Prepare for interviews by revising the essential ttopics of Python programming. Source: @Om Jaju

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