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Welcome to Data Alchemy - Start Here
The goal of this group is to help you navigate the complex and rapidly evolving world of data science and artificial intelligence. This is your hub to stay up-to-date on the latest trends, learn specialized skills to turn raw data into valuable insights, connect with a community of like-minded individuals, and ultimately, become a Data Alchemist. Together, let's decode the language of data and shape a future where knowledge and community illuminate our way. Rules - Don't sell anything here or use Data Alchemy as any kind of funnel - We delete low effort community posts, and posts with poor English. Proofread your post first. - Help us make the posts high quality. If you see a low quality post, then click on the 3 dots on the post and "Report To Admins". Start by checking out these links - Classroom - Introduction - Roadmap - Contribution Be Aware of Scammers - Please be aware that this is a public group. Unfortunately, some people abuse the Skool platform to send DMs or post comments to trick people. This is the internet, so always do your own due diligence. Never automatically trust someone here on the Skool platform other than @Dave Ebbelaar's official account. To kick things off, please comment below, introducing yourself. Let us know: 1. Your name and where you're from 2. What project(s) you're currently focused on See you in the comments!
Welcome to Data Alchemy - Start Here
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Unlock New Courses at Level 3
Hey everyone, I just completed a new course for you: "Data Science Accelerator". This course will be unlocked, together with "Building Applications with LLMs" at level 3. How to level up? Just interact with the group, get likes and comments, and watch your level go up!
Unlock New Courses at Level 3
Microsoft free and open source tool to run Al models locally
Installation (cmd prompt or terminal) : → winget install Microsoft(dot) FoundryLocal (Windows) → brew install microsoft/foundrylocal/ foundrylocal (macOS) Create Al agents that run locally on your machine, no sharing any data with third-parties. https://learn.microsoft.com/en-us/azure/ai-foundry/foundry-local/what-is-foundry-local?view=foundry-classic
Boring Niches, Real Money: How Faceless YouTube Channels Actually Scale”
Most YouTube channels don’t fail because of bad content. They fail because the niche was wrong from day one. This is what a strong automation niche actually looks like: Evergreen topic. Long watch time. Repeat consumption. No personality dependency. History “for sleep” works not because it’s exciting but because it solves a problem at scale People want to learn and relax. The algorithm rewards that behavior. Here’s the rule most creators ignore: If your niche can’t be systemized, outsourced, and monetized beyond views it’s not a business, it’s content creation. The goal isn’t virality. The goal is predictable demand + retention + automation. Question for you: Does your niche meet these standards or are you hoping effort will fix bad strategy?
Boring Niches, Real Money: How Faceless YouTube Channels Actually Scale”
The Thumbnail Is the Algorithm: Why Most Videos Fail Before They’re Watched”
Most videos don’t fail because of bad content. They fail because the thumbnail never earned the click. Same video. Different thumbnail. Completely different outcome. Thumbnails control: • Emotion • Curiosity • Click-through rate • Whether the algorithm even gives you a chance In YouTube automation, this is not design work. This is conversion psychology. If your thumbnail doesn’t communicate value in one second, your video is already dead. Study thumbnails harder than scripts. That’s where the leverage is.
The Thumbnail Is the Algorithm: Why Most Videos Fail Before They’re Watched”
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Data Alchemy
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Your Community to Master the Fundamentals of Working with Data and AI — by Datalumina®
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