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  • React
  • Angular
  • Vue
  • Svelte
  • NextJS
  • Redux
  • Apollo
  • Storybook
  • D3
  • Testing Library
  • JavaScript
  • TypeScript
  • Node.js
  • Deno
  • Rust
  • Python
  • GraphQL
NEW

PNPM Tutorial for Monorepos and AI App Projects

A pnpm setup aimed at AI monorepos can roughly halve setup time and keep model artifacts versioned without the usual mess. The numbers below cover the three things you'll actually measure: install speed, disk footprint, and CI latency. That's enough to decide whether pnpm earns a spot in your…
Thumbnail Image of Tutorial PNPM Tutorial for Monorepos and AI App Projects
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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What Is AWQ in LLM Quantization and How to Use It

AWQ is a post-training quantization technique that packs large language models into 4-bit weight formats while shielding the ~1% of salient weights that actually drive quality. In practice it cuts VRAM roughly in half and buys 1.5–3× faster inference than FP16, which is exactly the kind of resource…
Thumbnail Image of Tutorial What Is AWQ in LLM Quantization and How to Use It
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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NEW

Prompt Engineering Techniques for Better LLM Outputs

Zero-shot, few-shot, and chain-of-thought give strong baseline results. Meta prompting, self-consistency, and role prompting help when the pipeline gets complex. Group the techniques by difficulty and time. That gives you a rough sense of cost before you commit. *Time includes drafting, testing,…
Thumbnail Image of Tutorial Prompt Engineering Techniques for Better LLM Outputs
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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NEW

What Is an AI Application and How It Works

AI applications fall into five families: machine-learning prediction, natural-language processing, computer-vision analysis, robotics/automation, and expert-system reasoning. Each carries its own data needs and runtime behavior. *Difficulty is rated 1–5, where 1 is straightforward and 5 needs deep…
Thumbnail Image of Tutorial What Is an AI Application and How It Works
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
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NEW

AI Application Examples for Developers

Based on feedback from Newline learners, GitHub Copilot usually delivers the biggest raw time savings. Its tight integration with GitHub repos means it can suggest whole functions that already match your project's style. Most people see the gains within a day. The speed is not the whole story.…
Thumbnail Image of Tutorial AI Application Examples for Developers
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
00
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