Marshall

[Shalini Goyal @goyalshaliniuk]

Confused between ML, NLP, Generative, and other AI models?

Here’s a quick breakdown of the 6 most important types of AI models you must understand in 2025 👇

1. Machine Learning Models
They learn from labeled and unlabeled data to classify, predict, and detect patterns. Think decision trees, SVMs, and XGBoost.

2. Deep Learning Models
Neural networks built for unstructured data like images, audio, and text. Includes CNNs, RNNs, Transformers, and GANs.

3. NLP Models
Focused on understanding and generating human language - used in chatbots, summarizers, and assistants like GPT and BERT.

4. Generative Models
These models create, from text to images to music. Powered by models like GPT-4, DALL·E, and StyleGAN.

5. Hybrid Models
Combine the best of rule-based and neural AI. Perfect for use cases needing both reasoning and context awareness (e.g., RAG pipelines).

6. Computer Vision Models
Built for images and videos. Used in object detection, facial recognition, and medical scans - powered by models like YOLO and ResNet.

Each AI model has its strengths and knowing which one fits your use case is half the battle. Save this guide as your cheat sheet!

[Swapna Kumar Panda @swapnakpanda]

AI is here.

Save 50% of your time every day.

1. Search quickly ➝ https://t.co/1KnUDg1nSV
2. Understand quickly ➝ https://t.co/ChYnJIoe8F
3. Type quickly ➝ https://t.co/ZMF6URD8Ra
4. Code quickly ➝ https://t.co/nAlrLaw4nT
5. Meeting notes quickly ➝ https://t.co/jGmvBGR2R9
6. Correct quickly ➝ https://t.co/GDb8gt4Tgi
7. Reply to emails quickly ➝ Remail

[Pratham @Prathkum]

Use AI as your business staff:

Developer ➢ https://t.co/vI8omIVBSD
Designer ➢ https://t.co/c3lsMU0HqQ
content creator ➢ https://t.co/QYI6CLZsHp
Marketing ➢ https://t.co/bHTIvsnJLM
Video creator ➢ https://t.co/c2lmUFjPFy
Emails ➢ https://t.co/jUFVlxnPGu

[Pratham @Prathkum]

4 AI tools that'll save you hours a day at work:

1. https://t.co/bGTXJRaRun
Generate code with AI

2. https://t.co/B9abtksfw7
Takes virtual meeting notes in real time

3. https://t.co/c2lmUFjPFy
Create video with AI

4. https://t.co/ZiriMJYQpA
Writing is as easy as Friday

[Vitali Gorgut  🥇 @gorgut_]

Day 100 #100DaysOfCode

Summarizing this challenge:
- Finished the Solidity course by @PatrickAlphaC
- Practiced smart contract security CTF with #damnvulnerabledefi
- Started working on the API wrapper project and did good progress
- Started another project in the crypto space

[Chainlink @chainlink]

#Chainlink Economics 2.0 marks a new era for the Chainlink Network.

Discover how initiatives like Chainlink BUILD, SCALE, Staking, & more are increasing oracle security, fueling Web3 innovation, & expanding value capture for Chainlink service providers: https://t.co/391BNvqi11

[Vitali Gorgut  🥇 @gorgut_]

#100DaysOfCode
Day 56/100

Finished "The Rewarder" Challenge by #DamnVulnerableDefi

Similar to the simple GovernanceAttack,
just had to wait for the next snapshot being taken (5days) before taking a huge flashLoan(deposit->withdraw) transfer.

#100DaysOfHacking #DeFi #Solidity

[Patrick Collins @PatrickAlphaC]

Top 6 Smart Contract Dev Tools for 2023

https://t.co/vxFXWJEWUh

[Marshall @Almighty_Darr]

@BinemonApple All my mons were replaced by 3 little mons. So long time waiting to fix but nobody help me?????

[Marshall @Almighty_Darr]

@BinemonApple I already pm him, but he still not reply me

[Marshall @Almighty_Darr]

@BinemonApple Long time to wait you reply. My all mons were lost without any explanations. What wrong with your customer service????????

[Marshall @Almighty_Darr]

@BinemonApple Long time to wait you reply. My all mons were lost without any explanations. What wrong with your customer service????????

[Vitali Gorgut  🥇 @gorgut_]

#100DaysOfCode
Day 18/100

Developing smart contract lottery and implementing @chainlink VRF to ensure secure randomness

L9 by @PatrickAlphaC & @freeCodeCamp

#100daysofcoding

[Marshall @Almighty_Darr]

@binapple_news @BinemonApple Hi, i dont know why all my mons are lost when I access to the game. What can I do now ? Please help me

[Marshall @Almighty_Darr]

@BinemonApple Hi, i dont know why all my mons are lost when I access to the game. What can I do now ? Please help me

[Marshall @Almighty_Darr]

@BinemonApple Hi, i dont know why all my mons are lost when I access to the game. What can I do now ? Please help me

[Marshall @Almighty_Darr]

@BinemonApple Hi, i dont know why all my mons are lost when I access to the game. What can I do now ? Please help me

[Chainlink @chainlink]

Want to stake your LINK but not sure how?

Check out this step-by-step tutorial on how to stake using a #MetaMask, #Trezor, or #Ledger wallet 📽️⬇️
https://t.co/uEK1GW23rR

[Marshall @Almighty_Darr]

@BinemonApple Hi, i dont know why all my mons are lost when I access to the game. What can I do now, please help me?

[Marshall @Almighty_Darr]

@viniciruz @BinemonApple I connected, bro. But all my mons were replaced by 3 other low-level mons