
Koshur AI
@Data_Prof_SXR
Data Science Training Agency
Stop guessing. Use the Phi Coefficient to find what actually drives revenue. Code inside. koshurai.medium.com/forget-correla…

🚀 Hidden insights often lie in simple 0/1 columns. Discover how to compare binary categorical variables like a pro 👇 🔗 koshurai.medium.com/how-to-compare… #DataScience #MachineLearning #Statistics #KoshurAI #Analytics #Python

🕒 Introducing ClockBench where humans still crush AI at a task as simple as telling the time. 🌐 Explore more here 👉 clockbench.ai @PMinervini @aryopg @rohit_saxena #ClockBench #AIResearch #VisualReasoning #MultimodalAI #Benchmarking



🚀 Built a @streamlit app with Sonoma Dusk Alpha (2M context) on @OpenRouter — upload images, ask anything, get AI insights. #AI #OpenRouter
🚀 Search isn’t smart without rerankers. They’re the hidden engine behind modern AI @MongoDB @ContextualAI @OpenAI @cohere @Alibaba_Qwen Read the deep dive 👇 koshurai.medium.com/decoding-reran… #VoyageAI #ContextualAI #OpenAI #Cohere #Qwen #AI #RAG #InformationRetrieval

🚨 @Apple FastVLM-7B is here: 3× faster, more accurate & edge-ready. Full breakdown 👉 lnkd.in/gCtxFTgV #AI #FastVLM #EdgeAI

🚀 Thrilled to unveil my latest project: @deepseek_ai v3.1 AI Chatbot powered by @nvidia NIM! Check it out here: lnkd.in/gfp8jVUh

The Silent Threat No One’s Talking About in AI 🚨 👉 Read the full article here: koshurai.medium.com/hackers-can-no… #AI #CyberSecurity #MachineLearning #PromptInjection #ArtificialIntelligence

✍️ I replaced myself with ChatGPT as my personal data scientist for 30 days. Sounds crazy, right? 📖 Read here: lnkd.in/gyfBAXkQ

Built VoiceBot 🎙️: a @streamlit app combining @AssemblyAI + @hyperbolic_labs API for seamless voice-to-text-to-AI responses. Bridging speech tech with LLMs! 🚀 #VoiceAI #LLM
WTF is a Vector DB? 🤯 The hidden powerhouse fueling AI — from ChatGPT to Netflix. Read more 👉koshurai.medium.com/vector-databas… #AI #VectorDatabases

🚀 Ever wondered how Netflix, Google Translate, or Spotify work? The secret is Embeddings—AI’s hidden superpower. Read my blog: koshurai.medium.com/unlocking-the-… #AI #NLP #DataScience

🚀 @Google LangExtract turns messy text into structured data—transparent, scalable, and visual. No regex. No hallucinations. Just clarity. 🔗 koshurai.medium.com/unlocking-unst…

🔥 ByteDance drops Seed-OSS-36B-Instruct: 36B params, 512K context, dynamic reasoning, Apache-2.0. Biggest open-source AI of 2025. Full breakdown 👉 lnkd.in/gxeWj8DR #AI #OpenSource #LLMs

🚀 My AI avatar Alice explains CLIP — how AI connects vision + language to truly understand concepts. 🎥
🚀 @LiquidAI_ LFM2-VL-1.6B sets new benchmarks: super-fast, edge-ready vision-language AI for real-world applications. Efficient. Scalable. Open. Explore now 👉 huggingface.co/LiquidAI/LFM2-…

🚀 @elevenlabsio v3 Alpha hits the API! Multi-speaker dialogues, 70+ languages & inline emotion tags like [whispering] or [laughing]. Game-changer for AI voice. #AI #VoiceAI
![Data_Prof_SXR's tweet image. 🚀 @elevenlabsio v3 Alpha hits the API! Multi-speaker dialogues, 70+ languages & inline emotion tags like [whispering] or [laughing].
Game-changer for AI voice.
#AI #VoiceAI](https://pbs.twimg.com/media/Gy2sOglWcAAasoH.jpg)
🚀 DeepSeek-V3.1-Base is here — and it’s a game-changer Are we witnessing the democratization of super-scale AI? 🌍 #DeepSeek #DeepSeekV3 #DeepSeekV31 #AI #ArtificialIntelligence #OpenSourceAI #MachineLearning #LLM #GenerativeAI #AIRevolution #FutureOfAI

🔥 Voice Tech Just Leveled Up! @elevenlabsio What if your Python script could speak like a human? 👉 Full tutorial here: koshurai.medium.com️-how-to-use-elevenlabs-text-to-speech-tts-api-in-python-step-by-step-guide-0ff37a99c69f #AI #Python #ElevenLabs #TTS #VoiceAI

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