𝗖𝗶𝘀𝗰𝗼 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 😍

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🔹 Introduction to Cybersecurity
🔹 Networking Essentials
🔹 Introduction to Modern AI
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🔹 Python for Beginners

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12 Essential Math Theories for AI
Understanding AI requires a foundation in core mathematical concepts. Here are twelve key theories that deepen your AI knowledge:

Curse of Dimensionality:
Challenges with high-dimensional data.
Law of Large Numbers:
Reliability improves with larger datasets.
Central Limit Theorem:
Sample means approach a normal distribution.
Bayes' Theorem:
Updates probabilities with new data.
Overfitting & Underfitting:
Finding balance in model complexity.
Gradient Descent:
Optimizes model performance.
Information Theory:
Efficient data compression.
Markov Decision Processes:
Models for decision-making.
Game Theory:
Insights on agent interactions.
Statistical Learning Theory:
Basis for prediction models.
Hebbian Theory:
Neural networks learning principles.
Convolution:
Image processing in AI.

Familiarity with these theories will greatly enhance understanding of AI development and its underlying principles. Each concept builds a foundation for advanced topics and applications.

𝗛𝗼𝘄 𝘁𝗼 𝗕𝗲𝗰𝗼𝗺𝗲 𝗮 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁 𝗶𝗻 𝟮𝟬𝟮𝟱😍

Want to break into Financial Data Analytics but don’t know where to start?

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🤖 A selection of Ai services to help cryptan

⭕️ Stable Diffusion: AI picture generator. You can set different number of parameters, choose number of images (up to 12 variations). A great thing about this service is that when you run out of free credits you just register a new account for a temporary email.

⭕️ Summarize.tech: a great service that will make you a summary of a Youtube video. You just paste in a link and you'll know what's being talked about in seconds

⭕️ Perplexity AI: a search engine that combines AI and Google. Great for searching and processing information.

⭕️ MidJourney: the AI image generator everyone knows about, better in quality than Stable Diffusion above but with a worse interface because it is a discord and also after the free credits you have to buy or create a new ds account.

⭕️ Synthesia: text to video generator. You give him the text (which again can be generated) and quite real AI character will read it out. A powerful thing, which will soon replace a lot of your work.

⭕️ ChatGPT: an obvious, yet very useful tool that allows you to write and translate articles on any subject. Many people know about it, but this list couldn't be complete without it.

⭕️ Slidesai: a service for creating presentations. Just give it the text that ChatGPT generated and it will give you a finished presentation. On the free plan, you can make 3 presentations a month. If you need more, just make a new account.

❓ Would you be interested in discussing the topic of artificial intelligence in more detail?

👍 - Yes, of course
👎 - No

🤖 Top 5+ must-have AI tools for various tasks, along with their official links for easy access:

---
1. ChatGPT (by OpenAI) 
🚀 Use Case: Content creation, coding assistance, brainstorming, and general-purpose AI conversations. 
🔹 https://openai.com/chatgpt

---
2. Notion AI 
🚀 Use Case: Writing, summarizing, organizing notes, and project management. 
🔹 https://www.notion.so/product/ai

---
3. MidJourney 
🚀 Use Case: AI-generated art and creative visuals. 
🔹 https://www.midjourney.com

---
4. Grammarly 
🚀 Use Case: Grammar checking, tone adjustment, and writing enhancement. 
🔹 https://www.grammarly.com

---
5. Canva (with AI Tools) 
🚀 Use Case: Graphic design, presentations, and social media content creation. 
🔹 https://www.canva.com

🤖 Bonus Tools: 

✅ Hugging Face: For AI models and datasets.
🔹 https://huggingface.co
✅Otter.ai: For trannoscription and meeting notes.
🔹 https://otter.ai
✅ DeepSeek Chat: For advanced AI-powered conversations and assistance.
🔹 https://deepseek.com

𝗚𝗼𝗼𝗴𝗹𝗲 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀😍 

Learn AI for FREE with these incredible courses by Google!

Whether you’re a beginner or looking to sharpen your skills, these resources will help you stay ahead in the tech game.

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𝟰 𝗙𝗥𝗘𝗘 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀😍 

These free, Microsoft-backed courses are a game-changer!

With these resources, you’ll gain the skills and confidence needed to shine in the data analytics world—all without spending a penny.

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ChatGPT Prompt Guide

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𝗟𝗲𝗮𝗿𝗻 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 & 𝗘𝗹𝗲𝘃𝗮𝘁𝗲 𝗬𝗼𝘂𝗿 𝗗𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱 𝗚𝗮𝗺𝗲!😍

Want to turn raw data into stunning visual stories?📊

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Enjoy Learning ✅️

Python Libraries for Generative AI

People are creating action figures with ChatGPT.

Here's how to do it:

→ Go to ChatGPT-4o
→ Upload a close image of a person.

Then copy-paste this prompt:

"Create image. Create a toy of the person in the photo. Let it be an action figure. Next to the figure, there should be the toy’s equipment, each in its individual blisters. 1) a book called “Tecnoforma”. 2) A 3-headed dog with a tag that says “Troika” and a bone at its feet with word “austerity” written on it. 3) a three-headed Hydra with a tag called “Geringonça”. 4) a book noscriptd “D. Sebastião”. Don’t repeat the equipment under any circumstances. The card holding the blister should be a strong orange. Also, on top of the box, write ‘Pedro Passos Coelho’ and underneath it, ‘PSD action figure’. The figure and equipment must all be inside blisters. Visualize this in a realistic way."