Tutorials on Llm

Learn about Llm from fellow newline community members!

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

How To Vibe Code A Figma Design Into A Mobile App

Hello and welcome on Part 3 of our tutorial on how to build sophisticated full stack applications with Bolt, UX Pilot, Supabase, and ChatGPT. In Part 1 of our tutorial, we set the stage and created a plan for our app, including our Phase 1 (aka detailed MVP) features, a UI Development Plan, and a…
Thumbnail Image of Tutorial How To Vibe Code A Figma Design Into A Mobile App
Image of Author GC Tsalamagkakis
GC Tsalamagkakis
Published computer scientist. Ex-CERN. Ex-Olympic Games. Approached by Microsoft. Turned them down to keep building my own SaaS products
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How To Create A Beautiful Design System With UX Pilot & Figma In Minutes

Hello and welcome to Part 2 of our tutorial about how to build actually professional fullstack applications with AI. In Part 1 of our tutorial, we set the stage and created a plan for our app, including our Phase 1 (aka detailed MVP) features, a UI Development Plan, and a Design System we can use…
Thumbnail Image of Tutorial How To Create A Beautiful Design System With UX Pilot & Figma In Minutes
Image of Author GC Tsalamagkakis
GC Tsalamagkakis
Published computer scientist. Ex-CERN. Ex-Olympic Games. Approached by Microsoft. Turned them down to keep building my own SaaS products
•Last Updated:
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NEW

How To Build A Project Requirements Document With ChatGPT - Building A Virtual Priest Chatbot

When was the last time you went to church? And how often do you go? If you’re anything like the vast majority of people, the answer is probably “not very often, if at all”
Thumbnail Image of Tutorial How To Build A Project Requirements Document With ChatGPT - Building A Virtual Priest Chatbot
Image of Author GC Tsalamagkakis
GC Tsalamagkakis
Published computer scientist. Ex-CERN. Ex-Olympic Games. Approached by Microsoft. Turned them down to keep building my own SaaS products
•Last Updated:
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NEW

Synthetic Data Generation with Prompt Engineering

In our previous article, we talked about the role of synthetic data in QA testing, and looked at two QA methodologies: Equivalence Class Partitioning and Boundary Value Analysis. Today, we’re going to talk about how you can use LLMs to generate test data for your applications. If you haven’t read…
Thumbnail Image of Tutorial Synthetic Data Generation with Prompt Engineering
Image of Author Nick Badot
Nick Badot
Nick Badot is a QA Engineer, Technical Project Manager, & Technical writer from Ireland. He has worked for global tech companies in Dublin (Amazon, Oracle) and was a QA lead for the launch of Amazon Alexa in the French language.
•Last Updated:
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NEW

Test Data and AI: What Makes Good Test Data?

In this series of articles we’re going to be talking about how to use LLMs to generate synthetic data for QA testing, starting with the basics of test data, then moving on to generation methods, and finally looking at examples for generating test data for the purpose of validating LLM products. But…
Thumbnail Image of Tutorial Test Data and AI: What Makes Good Test Data?
Image of Author Nick Badot
Nick Badot
Nick Badot is a QA Engineer, Technical Project Manager, & Technical writer from Ireland. He has worked for global tech companies in Dublin (Amazon, Oracle) and was a QA lead for the launch of Amazon Alexa in the French language.
•Last Updated:
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NEW

How To Deploy Your Web App With Netlify

Welcome! This is the sixth and final lesson on how to build fullstack apps with Bolt and Supabase If you’re just joining, you’re in luck, ‘cause we already have tons of content for you to enjoy while turning your app from just an idea to deployed web application in just an afternoon. Before you…
Thumbnail Image of Tutorial How To Deploy Your Web App With Netlify
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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NEW

Common Statistical LLM Evaluation Metrics and what they Mean

In one of our earlier articles, we touched on statistical metrics and how they can be used in evaluation - we also briefly discussed precision, recall, and F1-score in our article on benchmarking. Today, we’ll go into more detail on how to apply these metrics more directly, and more complex metrics…
Thumbnail Image of Tutorial Common Statistical LLM Evaluation Metrics and what they Mean
Image of Author Nick Badot
Nick Badot
Nick Badot is a QA Engineer, Technical Project Manager, & Technical writer from Ireland. He has worked for global tech companies in Dublin (Amazon, Oracle) and was a QA lead for the launch of Amazon Alexa in the French language.
•Last Updated:
00
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NEW

How Good is Good Enough: Subjective Testing and Manual LLM Evaluation

In our previous article, we talked about the highest level of testing and evaluation for LLM models, and went into detail about some of the most commonly used benchmarks for validating LLM performance at a high level. Today, we’re going to look a at some more fine-grained evaluation metrics that…
Image of Author Nick Badot
Nick Badot
Nick Badot is a QA Engineer, Technical Project Manager, & Technical writer from Ireland. He has worked for global tech companies in Dublin (Amazon, Oracle) and was a QA lead for the launch of Amazon Alexa in the French language.
•Last Updated:
00
Read Full Article
NEW

How To Build Beautiful, Responsive UIs in Minutes With Bolt

Welcome! This is part 5 of our course on how to build fullstack apps with Bolt and Supabase If you’re just joining, I highly recommend you take the course in the correct order before diving into this one. Here you can find Part 1, Part 2, Part 3, and Part 4.
Thumbnail Image of Tutorial How To Build Beautiful, Responsive UIs in Minutes With Bolt
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
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NEW

How To Set Up Auth and Store User Data With Bolt + Supabase

Welcome! This is part 4 of our course on how to build fullstack apps with Bolt and Supabase If you’re just joining, I highly recommend you take the course in the correct order before diving into this one. Here you can find Part 1, Part 2, Part 3.
Thumbnail Image of Tutorial How To Set Up Auth and Store User Data With Bolt + Supabase
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
00
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NEW

How To Build A Fullstack App MVP in An Hour With Bolt

Hello and welcome! This is the 3rd lesson in our series about how to build complete fullstack applications in less than an afernoon with Bolt and Supabase. In the first 2 lessons, we talked about what exactly is Bolt in the first place, and what’s Supabase. If you want to read those first, here is…
Thumbnail Image of Tutorial How To Build A Fullstack App MVP in An Hour With Bolt
Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
•Last Updated:
00
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NEW

How Good is Good Enough? - Introduction to LLM Testing and Benchmarks

The proliferation of Large-Language Models (LLMs), and their subsequent embedding into workflows in every industry imaginable, has upended much of the conventional wisdom around quality assurance and software testing. QA Engineers effectively have to deal with non-deterministic outputs - so…
Thumbnail Image of Tutorial How Good is Good Enough? - Introduction to LLM Testing and Benchmarks
Image of Author Nick Badot
Nick Badot
Nick Badot is a QA Engineer, Technical Project Manager, & Technical writer from Ireland. He has worked for global tech companies in Dublin (Amazon, Oracle) and was a QA lead for the launch of Amazon Alexa in the French language.
•Last Updated:
00
Read Full Article
NEW

How Good is Good Enough: A Guide to Common LLM Benchmarks

In our last article, we talked about benchmarking as the highest level method of assessing the performance of LLMs. Today, we’re going to be looking in more detail at some of the most popular benchmarks, what they measure, and how they measure it. Note that most of the benchmarks listed below will…
Thumbnail Image of Tutorial How Good is Good Enough: A Guide to Common LLM Benchmarks
Image of Author Nick Badot
Nick Badot
Nick Badot is a QA Engineer, Technical Project Manager, & Technical writer from Ireland. He has worked for global tech companies in Dublin (Amazon, Oracle) and was a QA lead for the launch of Amazon Alexa in the French language.
•Last Updated:
00
Read Full Article

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