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Showing posts from July, 2025

Python maths

https://fun4yo.xyz/book/basic-mathematical-foundations-of-ai/?fbclid=IwQ0xDSwL1-O1jbGNrAvX4lmV4dG4DYWVtAjExAAEeiE94SwnWpHYEYUCX0MN2x1QTtkqA8ay4PZdG8rS4_6lbp3BW7PAZGC_Dkn0_aem_sMCn9IQjnv_fieLRHbLYfg  

Data science Mathes

 

Prompt engineering

https://fun4yo.xyz/book/llm-prompt-engineering-for-developers/?fbclid=IwY2xjawLsPeBleHRuA2FlbQIxMQABHvZSbf2IUac7mNQYATHbiCdkxrE4VXW_qWc0orqoaZygoG5NPQ0dcEXQfU1S_aem_hP3xK5yRWITYJ8T9wIgc9g  

Ai using R

https://fun4yo.xyz/book/artificial-intelligence-machine-learning-with-r/?fbclid=IwY2xjawLqQvRleHRuA2FlbQIxMQABHoa27bjU86nOR6xy0cGkElGbPGpOa5w9L7ViWdWs_Z0xv8bUxS3cRUL8d_ED_aem_FIRCsjEgMRqrCp2CTLJCCw  

Ai book

https://fun4yo.xyz/book/artificial-intelligence-the-basics/?fbclid=IwY2xjawLlhQBleHRuA2FlbQIxMQABHps4bhx5PQZfoZ4pm-Qs9nvsHT9-X0dxE-YckZxTaz0qc7YA6pFK0GO1cQ5L_aem_ZEQsf4VaTJXRVU01M93VOQ  

techonlogy for free

 

Language used for different field

 

Three easy website for no experience

 1,1. Daily transcription - If you type fast and want to work from home, Daily Transcription is a great option. You can earn $45–$66 for every hour of audio you type, working 10–30 hours a week. Just need 50 WPM typing speed. 🔗 dailytranscription.com 2,2. Appen - Looking to break into remote work with no experience? Appen offers beginner-friendly roles in AI, data annotation, and content moderation - from speech evaluation to data collection. No experience needed. Pay is around $10/hour. 🔗 appen.com 3, 3. Preply - hiring online tutors in 100+ subjects! - Earn up to $40+/hour - Set your own schedule - No certification needed - Start tutoring in just 5 days Great way to earn from home while sharing what you know! 🔗 preply.com

book Ai

https://fun4yo.xyz/book/artificial-intelligence/?fbclid=IwY2xjawLcaJhleHRuA2FlbQIxMQABHt1agH6CmpooZSPIU2RIwSTs8tgh1y0qiAx-lfYUcVBBUqPeddZlZ0PrD0Q8_aem_r6B_knDVAd20KdbkXQcGDg  

xcience with python

https://fun4yo.xyz/book/computer-science-with-python-class-xii/?fbclid=IwY2xjawLbzytleHRuA2FlbQIxMQABHkdZwWpsGbzPOY2ipNfUdDulOnZU5GyYM5uHBXrFIXUR92dOX_mvVh1QHsDy_aem_3IOXEEX7RdcHzpqzmteWRA  

Procrastination

 

Do not write dirty code

 

Probability distribution

 

Linux simple hack

 

Git vs GithubvsGitlab

 

Mobile app hack

 

Machine learning model and their application

 

Generative Ai project structure

 

Types of research Gap

 

When Ai make mistake???

 Getting ready to research with AI? Let's talk DOs and DON'Ts: DO... ✅  Use Claude, Gemini, or ChatGPT to summarize papers, extract insights, and save reading time ✅ Generate hypotheses, refine ideas, and draft outlines faster ✅ Explore data with tools like Code Interpreter, DeepSeek, or Groq ✅ Speed up survey design, persona creation, and user feedback analysis DON'T... 🚫 Trust outputs blindly. AI makes confident mistakes 🚫 Skip validation, especially for citations, stats, and code 🚫 Torget transparency. Disclose AI use in papers and proposals Prompting well + editing critically = research superpower in 2025. Full guide 🔗 https://ow.ly/qB2P50WhwvJ

Problem solving model

 

Ai product ,useful tool

 

Skill mastery coach

 1. Skill Mastery Coach  Prompt: Assume the role of a world-renowned expert and coach in [insert skill]. Your responsibility is to guide me through a comprehensive mastery process, beginning from a true beginner level and progressing through intermediate, advanced, and finally expert-level proficiency. Design a multi-phase roadmap that outlines the learning journey in logical stages. For each stage, provide the following: core learning objectives, essential concepts or techniques to focus on, practical exercises or challenges to reinforce learning, recommended daily or weekly routines, and a realistic timeframe for completion. Include periodic checkpoints with diagnostic questions or tasks to assess whether I’m ready to progress to the next level. I learn best through doing rather than passive reading, so prioritize experiential tasks over theoretical reading. Offer optional resources (books, videos, or tools) that support each stage, but don’t overwhelm me. Present the roadma...

Skill more valueble thank degree

 1. Software engineering  2. Cloud architecture  3. Cybersecurity  4. Data science  5. Machine learning  6. Mobile app development  7. Blockchain development  8. DevOps engineering  9. UI/UX design  10. Product management  11. Digital marketing  12. SEO strategy  13. Copywriting  14. Technical writing  15. Video editing  16. 3D animation  17. Graphic design  18. Game development  19. Sales engineering  20. Financial analysis  21. Investment strategy  22. Quantitative trading  23. Accounting forensics  24. Legal consulting  25. Tax strategy  26. Real estate brokerage  27. Commercial leasing  28. Mergers and acquisitions advisory  29. Corporate law  30. Management consulting  31. Executive coaching  32. Public speaking  33. Fundraising strategy  34. Grant writing  35. Negotiation coaching  36. Foreign language t...

Phd is not enough

 A Stumbling upon "A PhD is Not Enough" was like discovering a hidden gem in a vast library. As I listened to Peter J. Feibelman's passionate narration, his voice resonated with raw authenticity, transforming the book into an engaging dialogue rather than a mere lecture. Each lesson echoed in my mind, urging me to rethink my approach to academia and beyond.  7 enlightening takeaways: 1. Networking Matters. Feibelman emphasizes the importance of building relationships. Dynamic connections open doors, providing opportunities that a degree alone cannot. 2. Diverse Skills are Key. Beyond research, he highlights the necessity of acquiring skills in communication and leadership. These are essential for making an impact. 3. Persistence Pays Off. The journey in academia is riddled with challenges. His message encourages resilience, reminding us that triumph often requires relentless effort. 4. Seek Mentorship. Feibelman's portrayal of mentorship as a beacon of guidance reinfo...

Generative Ai book

https://fun4yo.xyz/book/generative-artificial-intelligence/?fbclid=IwY2xjawLSizJleHRuA2FlbQIxMQABHpBe-fiBOa50LOjqYmlg0O_XuIGiV1_meCdhb631W05pDVaxYiNAGLWdaJtG_aem_BrR5NKoDajDwUEw0XCqyZA  

Python programming book

  UDAYAN DAS, SAINT MARY'S COLLEGE OF CALIFORNIA AUBREY LAWSON, WILEY CHRIS MAYFIELD, JAMES MADISON UNIVERSITY NARGES NOROUZI, UC BERKELEY. https://fun4yo.xyz/book/introduction-to-python-programming/?fbclid=IwY2xjawLR599leHRuA2FlbQIxMQABHsB0X6CPViJsZV536LCrcDjMYw_itDe8slXCxgWatynTLxIl2CnSZRvXo263_aem_ECZov6ylvfjHVgaT2f1lnQ

Mobile app development tips

 

Maths for machine learning

 

Python pandas command

   

Python source data camp,use this resource

Sale ends in 2 d 14 h 31 m 39 s Skip to main content English Español Português Deutsch Beta Français Beta More Information blogs category Home Blog Python Python Roadmap: A 12-Month Learning Path Follow this structured 12-month Python roadmap to master foundational concepts, specialize in specific areas, and build practical, job-ready skills. Jun 22, 2025  · 15 min read Training more people? Get your team access to the full DataCamp for business platform. For a bespoke solution  book a demo . Python’s clarity, versatility, and expansive ecosystem have established it as a foundational language in modern programming. Whether you aspire to launch a career in data science, web development, automation, or machine learning, having a clear roadmap is crucial to turning curiosity into expertise. Yet, with such a wealth of resources and directions available, it’s easy to feel overwhelmed or unsure where to start. This 12-month Python roadmap brings structure and focus to your...