My Courses
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Hands-on Guide to Multi-Agent Project Evaluation with Praison AI
Automated project evaluation pipeline using AI agents for fair scoring, PDF reports, and data visualization.”
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Hands-on Guide to Using PicDoc AI for Generating Diagrams
PicDoc AI turns ideas into powerful visuals with ease. From text to diagrams and from files to polished charts, it empowers you to communicate clearly, creatively, and confidently.
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A Deep Dive into StepWiser Stepwise Generative Judges for Wiser Reasoning
Explore StepWiser: generative judges using RL to boost LLM reasoning accuracy and explainability.
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Unlock On-Device AI through Google’s EmbeddingGemma
Google’s new on-device AI model, EmbeddingGemma, for RAG and semantic search.
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From Robotic Speech to Realistic Emotion with ElevenLabs
From robotic beeps to hyper-realistic emotion, this article traces the journey of text-to-speech, exploring how pioneers like ElevenLabs are perfecting the digital voice.
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Building Simulations with a Single Prompt on GPT-5
Unlock game and simulation development with GPT-5. A single prompt can create complex, interactive applications, moving beyond traditional coding to instant execution and creative direction.
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100% Accuracy of AI Agents Is Unrealistic — Here Are the Reasons
Expecting 100% accurate responses from AI agents is unrealistic due to language ambiguity, data gaps, and reasoning limits.
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Hands-On RAG with AWS Bedrock and S3 Vector Store
Turn HR documents into a smart chatbot using Amazon S3 Vectors and Bedrock. Upload to S3, sync with Bedrock Knowledge Base, and ask questions easily.
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Information Extraction through Google’s LangExtract
Google’s LangExtract, a Gemini-powered Python library for extracting structured, grounded information.
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Fine-Tuning LLMs with Reinforcement Learning
Explore how Reinforcement Learning fine-tunes LLMs. This guide demystifies PPO, RLHF, RLAIF, DPO, and GRPO, explaining mechanisms, benefits, and use cases for aligning AI with human preferences.
