Introduction
Vertex AI Google Cloud ka unified artificial intelligence platform hai jo yeh transform kar raha hai ki companies AI technology ka use kaise karte hain.
Jab AI industries ke beech phail raha hai, to Vertex AI MLOps tools ke through end-to-end apni innovative capabilities offer karta hai.
Is report mein, hum dekhte hain Vertex AI kya hai, uske generative AI offerings, tutorials, pricing, documentation, aur adhik.
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WHat is vertex ai?
Vertex AI Google Cloud dwara offer kiya gaya ek unified artificial intelligence platform hai. Isme MLOps tools hue hain jo data scientists aur ML engineers ke liye automated, standardized, aur manage ML projects ko enable karte hain.
Ye platform data engineering, data science, aur ML engineering workflows ko combine karta hai, jisse teams common toolset use karke collaborate aur applications ko scale kar sakte hain.
Vertex AI model training aur deployment ke liye kai options provide karta hai, jisme AutoML bhi shamil hai tabular, image, aur text models ke training ke liye.
Isme model monitoring, model explainability aur other MLOps features bhi hain jo machine learning workflow ko streamline karte hain.
Iske alawa, Vertex AI users ko pre-trained aur custom tooling ka use karke ML models build aur deploy karne ya unhe scale karne deti hai.
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Vertex AI Generative AI
Vertex AI Generative AI un capabilities aur tools ko refer karta hai jo Google Cloud ke Vertex AI platform dwara generative AI models develop aur deploy karne ke liye diye gaye hain.
Generative AI ek tarah ka AI hota hai jo existing data ya patterns ke basis par nayi data, content, ya outputs create kar sakta hai. Vertex AI generative AI ke saath kaam karne ke liye range of features aur tools provide karta hai, jisme:
- Generative AI Studio: Ek Google Cloud console tool jiske dwara generative AI models ko rapidly prototype aur test kiya ja sakta hai. Ye users ko sample prompts test karne, apne prompts design karne, aur response parameters ke saath experiment karne deta hai.
- Google ke large language models (LLMs) jaise Gemini tak pohoch, ek multimodal model Google DeepMind se, jo ki virtually kisi bhi input ko samajhne aur alag tarah ke information ko combine karne mein samarth hai.
- Generative AI workflow: Generative AI workflow ki ek high-level overview, Vertex AI Studio mein prompting aur response parameters ke saath experiment karke shuru hoke.
- Model Garden: Ek platform jo users ko Google proprietary aur select open-source models aur assets ko discover, test, customize aur deploy karne me madad karta hai.
- Vertex AI Extensions: Generative AI applications banane aur manage karne ke liye extensions ke ek set jo ki fully-managed tools provide karte hain.
- Generative AI pricing: Vertex AI ke generative AI ke liye pricing foundation models aur APIs ke hisab se alag-alag hoti hai.
Vertex AI ke generative AI capabilities uske end-to-end ML platform ka hissa hai, jo poore ML workflow ko training se lekar deployment tak unified karta hai, aur organizations ko AI production ko accelerate karne mein madad kar sakta hai.
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Vertex AI tutorial
Google Cloud Vertex AI ke liye alag alag tutorials provide karta hai, jisme general AI tasks aur specific generative AI capabilities dono shamil hai. Ye tutorials datasets banane aur models train karne se lekar deploy karne aur predictions karne tak ke range of topics cover karte hain.
Ye tutorials Google Cloud console aur Jupyter notebook tutorials ke roop mein uplabdh hai, jo ki alag alag tasks ke liye step-by-step instructions provide karte hain.
Iske alawa, generative AI par Vertex AI ke saath shuru karne ke liye bhi resources hai, jaise Vertex AI Studio ya Vertex AI API ka use karke quickstart tutorials, Model Garden mein pretrained models explore karna, aur responsible AI best practices aur safety filters ke baare mein seekhna.
Iske alawa, Generative AI Studio ki introduction aur Vertex AI ki overview ke liye video resources bhi hai.
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Vertex AI pricing
Google Cloud ke Vertex AI ke pricing specific services aur resources ke use ke hisab se alag alag hote hain. Vertex AI pricing ke kuch key points hain:
- General Pricing: Vertex AI ke liye pricing United States Dollars (USD) mein list kiya gaya hai, aur agar payment USD ke alawa kisi aur currency mein ki jaati hai, to Cloud Platform SKUs par list ki gayi respective currency ki prices apply hoti hain. Naye customers $300 free credits ke liye eligible ho sakte hain Vertex AI par spend karne ke liye.
- Generative AI Pricing: Text generation ke liye, online requests ki pricing $0.00025 hai, aur batch requests ki $0.00020. Preview stage ke dauran, generative AI ke liye charges 100% discounted hain.
- Custom Training Pricing: Vertex AI custom training ki pricing per node hour ke usage par based hoti hai aur specific model aur uske usage ke hisab se alag hoti hai.
- Additional Charges: Specific services ke liye additional charges hote hain, jaise Vertex AI TensorBoard ke liye monthly recurring charge aur Vertex AI Pipelines ke run execution fee.
Vertex AI pricing ki detailed aur up-to-date jaankari ke liye, officially Google Cloud pricing page for Vertex AI aur specific service ki documentation dekhna recommend hota hai.
Vertex AI documentation
Vertex AI ki documentation scalable AI applications banane, train karne aur deploy karne ke liye comprehensive guidance provide karti hai.
Isme generative AI models aur unhe prototype, customize aur applications me integrate karne ke liye fully managed tools ke baare me bhi jaankari di gayi hai.
Documentation me Vertex AI Studio ke baare me bhi hai, jo generative AI models ko rapidly prototype aur test karne ke liye ek console tool hai, saath hi generative AI ke saath Vertex AI par shuru karne ke liye resources jaise quickstart tutorials, Model Garden me pretrained models explore karna, aur responsible AI best practices aur safety filters ke baare me seekhna.
Iske alawa, documentation me generative AI workflow ki overview bhi hai, jisme Vertex AI Studio me prompting aur response parameters ke saath experiment karna shamil hai.
Isme generative AI ke liye Vertex AI par pricing aur security controls ki jaankari bhi di gayi hai. Detail jaankari ke liye, users Google Cloud website par official Vertex AI documentation dekh sakte hain.
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Conclusion
Nateeja mein, Vertex AI ek unified ML platform provide karta hai building, training aur large scale par AI applications deploy karne ke liye end-to-end capabilities ke saath.
Iske generative AI tools AI dwara generate content banane ke liye innovative tareeke provide karte hain.
Apne tutorials, documentation aur flexible pricing models ke saath, Vertex AI har qism ke organizations ke liye AI ka faida uthana aur future ke liye taiyar rehna asan bana deta hai.
Enterprise AI platforms mein se ek leading hoke, Vertex AI beghar shak artificial intelligence ko revolutionize aur reimagine kar raha hai.