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Showing posts from March, 2025

The missing but very important course

 This MIT CS class teaches you things that all the other classes don't teach you, like... 🖥️ Shell tools and scripting 🖥️ Vim 🖥️ Data wrangling 🖥️ Command-line environment 🖥️ Version control Watch all 11 lectures for free here: http://bit.ly/MissSemester https://missing.csail.mit.edu/2020/

PhD should know

 five app every phd should know,  1 scispace (for literature review writing).   2 Aveksana (for finding research topics)  3 Julius(for data analysis)  4 Hix by pass (to humanize aI writing)

FAN neural network replace MLP

 FAN: Fourier Analysis Networks (Peking University, March 2025) Paper: [https://arxiv.org/abs/2410.02675](https://arxiv.org/abs/2410.02675)  Abstract: "Despite the remarkable successes of general-purpose neural networks, such as MLPs and Transformers, we find that they exhibit notable shortcomings in modeling and reasoning about periodic phenomena, achieving only marginal performance within the training domain and failing to generalize effectively to out-of-domain (OOD) scenarios. Periodicity is ubiquitous throughout nature and science. Therefore, neural networks should be equipped with the essential ability to model and handle periodicity. In this work, we propose FAN, a novel general-purpose neural network that offers broad applicability similar to MLP while effectively addressing periodicity modeling challenges. Periodicity is naturally integrated into FAN's structure and computational processes by introducing the Fourier Principle. Unlike existing Fourier-based networks, w...

Good

 

Google is hiding this website from you

 1 / Raphael (ALL 5 LINKS ARE IN MY LAST COMMENT BELOW) An AI image generation platform that lets you create stunning, high-quality images in seconds using simple text prompts. It’s designed for creators, marketers, and designers who want to turn ideas into professional visuals quickly and easily. Omagic An AI-powered platform that transforms your content into eye-catching CGI videos using pre-built templates. It helps creators and brands generate viral-ready visual content quickly and effortlessly, without the need for advanced editing skills. Versus Comparison platform that lets you easily compare products, services, and places across thousands of categories—from smartphones and graphics cards to cities and universities. It provides clear, side-by-side breakdowns to help you make informed decisions quickly. Linkeddit Lead generation tool that helps you find potential customers on Reddit who are actively looking for products or services like yours. It scans Reddit conversations in...

Job

 100 የOnline ስራ አይነቶች። 1. Virtual Assistant 2. Freelance Writer 3. Graphic Designer 4. Web Developer 5. Online Tutor 6. Social Media Manager 7. Content Marketing Specialist 8. SEO Specialist 9. Data Entry Clerk 10. Transcriptionist 11. Customer Service Representative 12. E-commerce Store Owner 13. Affiliate Marketer 14. Video Editor 15. Digital Marketing Consultant 16. Online Researcher 17. App Developer 18. Online Course Creator 19. Copywriter 20. Online Community Manager 21. Proofreader 22. Translator 23. Technical Support Specialist 24. Remote Sales Representative 25. Podcast Editor 26. UX/UI Designer 27. Email Marketing Specialist 28. Blog Manager 29. Stock Photographer 30. Resume Writer 31. Voiceover Artist 32. Virtual Event Coordinator 33. Survey Taker 34. Influencer 35. IT Support Specialist 36. Remote Project Manager 37. Grant Writer 38. Online Fitness Coach 39. Blockchain Developer 40. Network Administrator 41. Social Media Influencer 42. Niche Website Owner 43. Dropshippi...

Bloom taxonomy peadacogy

 

Best code editors

 

Zz code ai for coding

 Coding isn’t just the language of tomorrow, it’s the language of today.  From the websites we browse to the apps on our phones, code is the foundation of our digital world.  As technology races forward,  coding skills become even more crucial.  Imagine fields like medicine using code to analyze diseases or virtual reality being built with lines of code.  Those who can speak this language will be the ones shaping the future,  from artificial intelligence to the way we connect.  The future is coded, and learning to code is your chance to be part of writing it. 

Prescription Abbreviation

 

Natural langauge processing(NLP)

 

Basic Linux command

 

Version control git cheat sheet

 

100+ Ai tools

 100+ AI tools to finish months of work in day. 1. Presentation - gamma.app - Decktopus - Slides AI - Designs AI - Beautiful AI 2. Research - ChatGPT - Copilot - Gemini - Abacus - Perplexity 3. Image - Fotor - Dalle 3 - Stability AI - Midjourney - Microsoft Designer 4. CopyWriting - Rytr - Copy AI - Writesonic - Adcreative AI 5. Writing - Jasper - HIX AI - Jenny AI - Textblaze - Quillbot 6. Website - 10Web - Durable - Framer - Style AI 7. Video - Klap - Opus - Eightify - InVideo - HeyGen - Runway - ImgCreator AI - Morphstudio .xyz 8. Meeting - Tldv - Otter - Noty AI - Fireflies 9. SEO - VidIQ - Seona AI - BlogSEO - Keywrds ai 10. Chatbot - Droxy - Chatbase - Mutual info - Chatsimple 11. Automation - Make - Zapier - Xembly - Bardeen 12. Prompts - FlowGPT - Alicent AI - PromptBox - Promptbase - Snack Prompt 13. UI/UX - Figma - Uizard - UiMagic - Photoshop 14. Design - Canva - Flair AI - Designify - Clipdrop - Autodraw - Magician design 15. Logo Generator - Looka - Designs AI - Brandm...

Best Friend of programmer

 

Vital Ai website

 I've tested over 450 AI websites so you don't have to waste your time and m@ney. Here are 10 of the best 👇 1. Otio (Get all the links in my last comment 👇) A multi AI tool that manages my research, writing, information research and so much more. • Summarize lenghty YouTube videos • Summarize large PDFs • Research • Writing Perfect for students & researchers 2. ChatLLM by Abacus Your all-in-one AI assistant platform. Access to all the best LLMs and features: OpenAI o3-mini, Claude Sonnet 3.7, Grok 3, DeepSeek R1, Gemini 2.0, CodeLLM, SearchLLM, Computer Agent AI Engineer 4. Freepik AI-powered design and generator tool which offers a massive set of tools. A lot of features and tools are free to use. Perfect for designers, marketers, and content creators. 5. Kling AI The current best AI Video Generator on the market. Creating short-films and movies is actually possible now. You start with some free credits. 7. Gamma AI (one of my favorites) Make stunning presentations in se...

Bash script basic

 

Type1 vs type2 error

 ✓✓ Definition of Type I Error In statistics, type I error is defined as an error that occurs when the sample results cause the rejection of the null hypothesis, in spite of the fact that it is true. In simple terms, the error of agreeing to the alternative hypothesis, when the results can be ascribed to chance. Also known as the alpha error, it leads the researcher to infer that there is a variation between two observances when they are identical. The likelihood of type I error, is equal to the level of significance, that the researcher sets for his test. Here the level of significance refers to the chances of making type I error. E.g. Suppose on the basis of data, the research team of a firm concluded that more than 50% of the total customers like the new service started by the company, which is, in fact, less than 50%. ✓✓ Definition of Type II Error When on the basis of data, the null hypothesis is accepted, when it is actually false, then this kind of error is known as Type II ...

Useful site

 Google keeps valuable websites hidden from you. Most people never find them. Here are 10 cool AI websites you probably didn’t know existed👇 1. Vivago AI Vivago helps you create AI videos with just text in under few seconds. All the footage in the video comes from vivago's text-to-video generation. 🔗 vivago. ai 2. Tiny Wow Tiny Wow offers free online tools for just about anything you need. 🔗Tinywow. com 3. MyMap AI MyMap AI helps you turn ideas into organized mind maps. It’s great for planning projects and staying on track. 🔗Mymap. ai 4. Klap: Klap makes video editing super fast and easy. Turn long videos into viral social media clips in minutes with just a few clicks. https://klap.app/ 5. Notta ai AI-powered notetaker that transforms lectures, meetings, podcasts, and other audio/video to text in over 100 languages in real-time. Simple, quick, and precise. 🔗 Notta. AI 6. Alternative to Find free alternatives to any app or software you use. This site makes it easy to discover n...

Mathematics for ds

 

Skills

 Man to man; You have wifi. You have a laptop. You have a phone. You have no excuse. Disappear 4 hours a day.  Cut off distractions. Learn a high paying digital skill: -  Copywriting -  crypto -  content writing -  affiliate marketing -  video editing -  Digital Marketing It will change your life, forever.

Ai agent vs Agentic ai

 AI Agents vs. Agentic AI Let's talk about AI Agents vs. Agentic AI (Most people are getting this wrong.) These terminologies are very vague at this time, so let's make it more comprehensive To be clear: AI agents ≠ agentic AI. AI agents have existed for decades. They perform specific tasks but still require human input. They are "instruction following". Examples include:  📍 Waymo self-driving cars  📍 Tesla’s Autopilot  📍 Siri, Alexa, Google Assistant Agentic AI is different. It’s a system of AI agents that operate without human intervention.  🔹 It learns and adapts.  🔹 It optimizes its own performance.  🔹 It makes autonomous decisions. Unlike traditional AI agents, agentic AI includes judges and critics to refine outputs:  ✔️ Judges evaluate accuracy.  ✔️ Critics identify flaws, biases, and ethical risks. TLDR;  🚀 AI agents = Instruction following AI.  🤖 Agentic AI = autonomous systems that think and act independently. Some...

Paradigm of LLM

 

Important keboard shotcut

 

Types of data in Ds

 📊 𝗧𝘆𝗽𝗲𝘀 𝗼𝗳 𝗗𝗮𝘁𝗮 𝗶𝗻 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 📊 In the world of data science, understanding the various types of data is crucial for making informed decisions and driving valuable insights. Here’s a quick overview of the key data types you’ll encounter: 𝟭.𝗡𝘂𝗺𝗲𝗿𝗶𝗰𝗮𝗹 𝗗𝗮𝘁𝗮: 🔢 Data made up of numbers. This includes: ・Continuous Data: Data that spans a range, such as temperature or height. ・Discrete Data: Data with specific values, like the number of customers or items. 𝟮.𝗖𝗮𝘁𝗲𝗴𝗼𝗿𝗶𝗰𝗮𝗹 𝗗𝗮𝘁𝗮: 🏷️ Characteristics grouped into categories: ・Nominal Data: No specific order (e.g., colors or gender). ・Ordinal Data: Has a ranking or order (e.g., ratings or educational levels). 𝟯.𝗧𝗲𝘅𝘁 𝗗𝗮𝘁𝗮: ✍️ Words, sentences, or paragraphs that are often processed in Natural Language Processing (NLP) tasks to derive meaning from language. 𝟰.𝗧𝗶𝗺𝗲 𝗦𝗲𝗿𝗶𝗲𝘀 𝗗𝗮𝘁𝗮: ⏳ Observations collected at specific intervals over time, each with a timestamp (e.g., s...

LLM

 Today, we will discuss about some popular AI frameworks. LangChain is a framework for building applications powered by large language models (LLMs), enabling advanced reasoning, memory, and data retrieval. It provides integrations with various LLMs, vector databases, APIs, and tools to create AI-driven chatbots, agents, and automation workflows.  LlamaIndex (formerly GPT Index) is a data framework that connects LLMs with structured and unstructured data sources for efficient retrieval and querying. It helps build AI-powered applications by indexing, storing, and retrieving relevant data for contextual responses. CrewAI is a framework for orchestrating multiple AI agents to collaborate on complex tasks, enhancing automation and problem-solving. It allows developers to define agent roles, workflows, and interactions to create efficient, multi-agent AI systems. Swarm refers to a system where multiple AI agents or bots work together in a decentralized, cooperative manner to solve...

How image classification don using neural network

 

Skill needed in high

 

Sucess

 Success is built on unseen struggles: 💎Sacrifices – Giving up comfort or immediate rewards for long-term gains. 💎Risks – Taking chances and stepping out of one’s comfort zone. 💎Consistency – Continuously putting in effort over time. 💎Discipline – Staying focused and committed despite challenges. 💎Failures – Learning from mistakes and setbacks. 💎Criticism – Handling feedback, both constructive and negative. 💎Rejections – Facing and overcoming denials or failures.

Back end note

 

Master power point basic

 

Master excel

 

Top excel formula,master it

 

Master ms word short cut

 

LLM 2025 research

 Don't miss today's edition!  Explore groundbreaking LLM applications from recent research (Feb 15-28, 2025). Discover AI's future and stay ahead! Key highlights from today's edition:🌟 LEDD: Find your data lake treasures with LLM-powered semantic search! LLMs in Mobile Apps: Discover the secrets & struggles of adding LLMs to your Android apps! BayesGenie: Edit like a pro with AI that combines LLMs & Bayesian optimization! Talking Like P&IDs: Chat with your P&IDs using natural language and AI-powered knowledge graphs! ArtInsight: Bridge vision gaps with AI that describes children's art for BLV families! Learning Code-Edit Embedding: Level up your debugging with AI that learns from your coding edits! Read it here: https://www.llmsresearch.com/p/llms-application-february-15-28-2025

Free course

 2. Microsoft - AI For Beginners Curriculum • 12-week, 24-lesson curriculum • Covers Symbolic AI, Neural Networks, Computer Vision, NLP, etc. • Includes hands-on lessons, quizzes, labs  https://microsoft.github.io/AI-For-Beginners/ 1. Career Essentials in Generative AI • Develop an understanding of generative AI models • Learn the ethical considerations of using generative AI • Explore the impact of generative AI tools  https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin 3. Generative AI Productivity Skills • Boost productivity with generative AI • Master prompt engineering for better AI results • Analyze data smarter with Copilot  https://www.linkedin.com/learning/paths/build-your-generative-ai-productivity-skills-with-microsoft-and-linkedin

Free vs paid ai