Forwarded from Machine Learning
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Google Gemma 4's pre-training is completely free
All you need is a browser and access to more than 500 models to choose from.
The process is simple:
1. Open the notebook of Unsloth in Colab
2. Select a model and a dataset
3. Start the trainin
Link: https://colab.research.google.com/github/unslothai/unsloth/blob/main/studio/Unsloth_Studio_Colab.ipynb
It's done😂
👉 https://t.me/MachineLearning9
All you need is a browser and access to more than 500 models to choose from.
The process is simple:
1. Open the notebook of Unsloth in Colab
2. Select a model and a dataset
3. Start the trainin
Link: https://colab.research.google.com/github/unslothai/unsloth/blob/main/studio/Unsloth_Studio_Colab.ipynb
It's done
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Forwarded from Python Courses & Resources
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14 minutes with an Anthropic engineer will teach you more about building agents 🤖 than most devs figure out in months of trial and error 🛠.
Same guy who wrote “Building Effective Agents”, the post every AI builder has bookmarked 📑.
No fluff. No 47-tool frameworks. Just the patterns that actually work in production 🚀:
→ When to use workflows vs. agents (most people get this wrong) ❌
→ Why simple > clever, every single time ✅
→ The orchestrator-worker pattern that scales 📈
→ When NOT to build an agent at all 🛑
If you’re shipping AI products in 2026 and haven’t watched this, you’re doing it on hard mode 🎮.
14 minutes. Bookmark it 📌. Watch it twice 👀.
#AI #Agents #Tech #DevCommunity #FutureTech #ProgrammingConcepts
Same guy who wrote “Building Effective Agents”, the post every AI builder has bookmarked 📑.
No fluff. No 47-tool frameworks. Just the patterns that actually work in production 🚀:
→ When to use workflows vs. agents (most people get this wrong) ❌
→ Why simple > clever, every single time ✅
→ The orchestrator-worker pattern that scales 📈
→ When NOT to build an agent at all 🛑
If you’re shipping AI products in 2026 and haven’t watched this, you’re doing it on hard mode 🎮.
14 minutes. Bookmark it 📌. Watch it twice 👀.
#AI #Agents #Tech #DevCommunity #FutureTech #ProgrammingConcepts
❤10👍2
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🔖 Interactive textbook on probability theory and statistics 📊✨
A super-intuitive site where you can visually study distributions, sampling, and statistical concepts. 📈🎲
No tons of formulas and boring theory — everything is demonstrated through interactive examples and simulations. 💻🔬
⛓️ Download here 👇
https://seeing-theory.brown.edu/
#Probability #Statistics #DataScience #Learning #Interactive #Math
https://t.me/CodeProgrammer
A super-intuitive site where you can visually study distributions, sampling, and statistical concepts. 📈🎲
No tons of formulas and boring theory — everything is demonstrated through interactive examples and simulations. 💻🔬
⛓️ Download here 👇
https://seeing-theory.brown.edu/
#Probability #Statistics #DataScience #Learning #Interactive #Math
https://t.me/CodeProgrammer
❤8
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Most people don’t fail because they lack ambition 🎯
They fail because their time and energy leak into distractions before they ever reach the goal 🕰💔
This visual explains it perfectly: 📊
Time + Energy are only useful when filtered through discipline 🧠🛡
Without discipline, distractions absorb everything: 🌊
• endless notifications 📱
• reactive meetings 🤝
• poor sleep 😴
• stress-driven habits 🤯
• multitasking disguised as productivity 🔄
And in high-performance environments, this becomes a leadership issue, not just a personal one 🏢📉
I see this often in corporate wellness workshops and executive coaching sessions. 🗣
Leaders want better focus, resilience, and performance ⚡️
But the real challenge is not motivation 🚫🔥
It’s protecting their cognitive energy daily 🧠🔒
Discipline is not punishment ⛔️
It’s a system that helps you direct your energy intentionally 🎯
Sometimes that means: ✔️
✔️ starting the day without your phone 📵
✔️ eating to stabilize energy and focus 🥗
✔️ creating recovery moments between meetings ⏸️
✔️ reducing unnecessary inputs 📉
✔️ building routines that lower decision fatigue 🧘
Because peak performance is rarely about doing more 🏃
It’s about allowing less distraction to consume what matters most 🎯✨
Your goals are not only built by effort 💪
They are built by what you consistently refuse to give your energy to 🚫🕸
And if you’re ready to start, I created something simple for you: 🚀
My 7 Days to Peak Performance email series 📧
designed to help you improve your energy, focus, and productivity with practical daily strategies you can actually stick to. 📅✅
You can join here: 🔗
https://lnkd.in/eA3h9wb8
#PeakPerformance #ProductivityHacks #FocusMastery #Discipline #ExecutiveCoaching #MindsetShift
They fail because their time and energy leak into distractions before they ever reach the goal 🕰💔
This visual explains it perfectly: 📊
Time + Energy are only useful when filtered through discipline 🧠🛡
Without discipline, distractions absorb everything: 🌊
• endless notifications 📱
• reactive meetings 🤝
• poor sleep 😴
• stress-driven habits 🤯
• multitasking disguised as productivity 🔄
And in high-performance environments, this becomes a leadership issue, not just a personal one 🏢📉
I see this often in corporate wellness workshops and executive coaching sessions. 🗣
Leaders want better focus, resilience, and performance ⚡️
But the real challenge is not motivation 🚫🔥
It’s protecting their cognitive energy daily 🧠🔒
Discipline is not punishment ⛔️
It’s a system that helps you direct your energy intentionally 🎯
Sometimes that means: ✔️
✔️ starting the day without your phone 📵
✔️ eating to stabilize energy and focus 🥗
✔️ creating recovery moments between meetings ⏸️
✔️ reducing unnecessary inputs 📉
✔️ building routines that lower decision fatigue 🧘
Because peak performance is rarely about doing more 🏃
It’s about allowing less distraction to consume what matters most 🎯✨
Your goals are not only built by effort 💪
They are built by what you consistently refuse to give your energy to 🚫🕸
And if you’re ready to start, I created something simple for you: 🚀
My 7 Days to Peak Performance email series 📧
designed to help you improve your energy, focus, and productivity with practical daily strategies you can actually stick to. 📅✅
You can join here: 🔗
https://lnkd.in/eA3h9wb8
#PeakPerformance #ProductivityHacks #FocusMastery #Discipline #ExecutiveCoaching #MindsetShift
❤9👍7👏1
🙏💸 500$ FOR THE FIRST 500 WHO JOIN THE CHANNEL! 🙏💸
Join our channel today for free! Tomorrow it will cost 500$!
https://t.me/+-WZeIeP8YI8wM2E6
You can join at this link! 👆👇
https://t.me/+-WZeIeP8YI8wM2E6
Join our channel today for free! Tomorrow it will cost 500$!
https://t.me/+-WZeIeP8YI8wM2E6
You can join at this link! 👆👇
https://t.me/+-WZeIeP8YI8wM2E6
❤6😁2👍1
🚀 Demystifying Activation Functions! 🧠✨
Ever wondered why activation functions are so critical in neural networks? 🤔🤖
They’re the secret sauce that allows models to capture complex, nonlinear relationships! 🔥📈
Do you want to learn how to implement an artificial neural network from scratch in Python using NumPy? 🐍📊
Learn more in super-detailed guide: https://lnkd.in/e4CydTtB 🔗📚
#NeuralNetworks #DeepLearning #ActivationFunctions #Python #NumPy #AI
Ever wondered why activation functions are so critical in neural networks? 🤔🤖
They’re the secret sauce that allows models to capture complex, nonlinear relationships! 🔥📈
Do you want to learn how to implement an artificial neural network from scratch in Python using NumPy? 🐍📊
Learn more in super-detailed guide: https://lnkd.in/e4CydTtB 🔗📚
#NeuralNetworks #DeepLearning #ActivationFunctions #Python #NumPy #AI
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reader3 📚✨
When you want to connect an AI like Gemini to help you analyze books or content, copying text from a reader usually becomes a hassle. 😩💻
Especially if you want to discuss a book by chapters. Highlighting text manually and copying it disrupts the flow and feels like a waste of time. ⏳🚫
Yesterday, Andrzej Karpati, a well-known AI expert, released a new project to the public: reader3, which solves this problem very neatly. 🎉🛠️ It's a lightweight EPUB reader that allows you to read a book together with AI. 🤖📖
Its interface is as minimalist as possible: only the necessary reading and navigation functions. 📉🧭 You can also manage your library through folders. 📁✨
The key feature is that it breaks an EPUB into chapters and displays the content one chapter at a time. 🔓📄
This makes it easy to copy the needed part of the book and pass it to a large model for analysis or discussion. 📋🔄 It significantly improves the reading experience when paired with AI. 🚀🧠
And it's very easy to get started - just run two commands via uv. ⚡🛠️ As a result, it's an excellent tool for those who love reading and want to use AI as a companion for text analysis. 📚🤝🤖
📁 Language: #Python 61.0%
⭐️ Stars: 1.5k
➡️ Link to GitHub https://github.com/karpathy/reader3
#AI #Python #Reader3 #Tech #BookLovers #Github
https://t.me/CodeProgrammer✅
When you want to connect an AI like Gemini to help you analyze books or content, copying text from a reader usually becomes a hassle. 😩💻
Especially if you want to discuss a book by chapters. Highlighting text manually and copying it disrupts the flow and feels like a waste of time. ⏳🚫
Yesterday, Andrzej Karpati, a well-known AI expert, released a new project to the public: reader3, which solves this problem very neatly. 🎉🛠️ It's a lightweight EPUB reader that allows you to read a book together with AI. 🤖📖
Its interface is as minimalist as possible: only the necessary reading and navigation functions. 📉🧭 You can also manage your library through folders. 📁✨
The key feature is that it breaks an EPUB into chapters and displays the content one chapter at a time. 🔓📄
This makes it easy to copy the needed part of the book and pass it to a large model for analysis or discussion. 📋🔄 It significantly improves the reading experience when paired with AI. 🚀🧠
And it's very easy to get started - just run two commands via uv. ⚡🛠️ As a result, it's an excellent tool for those who love reading and want to use AI as a companion for text analysis. 📚🤝🤖
📁 Language: #Python 61.0%
⭐️ Stars: 1.5k
➡️ Link to GitHub https://github.com/karpathy/reader3
#AI #Python #Reader3 #Tech #BookLovers #Github
https://t.me/CodeProgrammer
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