Forwarded from Python Courses & Resources
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14 minutes with an Anthropic engineer will teach you more about building agents ๐ค than most devs figure out in months of trial and error ๐ .
Same guy who wrote โBuilding Effective Agentsโ, the post every AI builder has bookmarked ๐.
No fluff. No 47-tool frameworks. Just the patterns that actually work in production ๐:
โ When to use workflows vs. agents (most people get this wrong) โ
โ Why simple > clever, every single time โ
โ The orchestrator-worker pattern that scales ๐
โ When NOT to build an agent at all ๐
If youโre shipping AI products in 2026 and havenโt watched this, youโre doing it on hard mode ๐ฎ.
14 minutes. Bookmark it ๐. Watch it twice ๐.
#AI #Agents #Tech #DevCommunity #FutureTech #ProgrammingConcepts
Same guy who wrote โBuilding Effective Agentsโ, the post every AI builder has bookmarked ๐.
No fluff. No 47-tool frameworks. Just the patterns that actually work in production ๐:
โ When to use workflows vs. agents (most people get this wrong) โ
โ Why simple > clever, every single time โ
โ The orchestrator-worker pattern that scales ๐
โ When NOT to build an agent at all ๐
If youโre shipping AI products in 2026 and havenโt watched this, youโre doing it on hard mode ๐ฎ.
14 minutes. Bookmark it ๐. Watch it twice ๐.
#AI #Agents #Tech #DevCommunity #FutureTech #ProgrammingConcepts
โค8๐2
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๐ Interactive textbook on probability theory and statistics ๐โจ
A super-intuitive site where you can visually study distributions, sampling, and statistical concepts. ๐๐ฒ
No tons of formulas and boring theory โ everything is demonstrated through interactive examples and simulations. ๐ป๐ฌ
โ๏ธ Download here ๐
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. ๐๐ฒ
No tons of formulas and boring theory โ everything is demonstrated through interactive examples and simulations. ๐ป๐ฌ
โ๏ธ Download here ๐
https://seeing-theory.brown.edu/
#Probability #Statistics #DataScience #Learning #Interactive #Math
https://t.me/CodeProgrammer
โค7
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Most people donโt fail because they lack ambition ๐ฏ
They fail because their time and energy leak into distractions before they ever reach the goal ๐ฐ๐
This visual explains it perfectly: ๐
Time + Energy are only useful when filtered through discipline ๐ง ๐ก
Without discipline, distractions absorb everything: ๐
โข endless notifications ๐ฑ
โข reactive meetings ๐ค
โข poor sleep ๐ด
โข stress-driven habits ๐คฏ
โข multitasking disguised as productivity ๐
And in high-performance environments, this becomes a leadership issue, not just a personal one ๐ข๐
I see this often in corporate wellness workshops and executive coaching sessions. ๐ฃ
Leaders want better focus, resilience, and performance โก๏ธ
But the real challenge is not motivation ๐ซ๐ฅ
Itโs protecting their cognitive energy daily ๐ง ๐
Discipline is not punishment โ๏ธ
Itโs a system that helps you direct your energy intentionally ๐ฏ
Sometimes that means: โ๏ธ
โ๏ธ starting the day without your phone ๐ต
โ๏ธ eating to stabilize energy and focus ๐ฅ
โ๏ธ creating recovery moments between meetings โธ๏ธ
โ๏ธ reducing unnecessary inputs ๐
โ๏ธ building routines that lower decision fatigue ๐ง
Because peak performance is rarely about doing more ๐
Itโs about allowing less distraction to consume what matters most ๐ฏโจ
Your goals are not only built by effort ๐ช
They are built by what you consistently refuse to give your energy to ๐ซ๐ธ
And if youโre ready to start, I created something simple for you: ๐
My 7 Days to Peak Performance email series ๐ง
designed to help you improve your energy, focus, and productivity with practical daily strategies you can actually stick to. ๐ โ
You can join here: ๐
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 ๐ฐ๐
This visual explains it perfectly: ๐
Time + Energy are only useful when filtered through discipline ๐ง ๐ก
Without discipline, distractions absorb everything: ๐
โข endless notifications ๐ฑ
โข reactive meetings ๐ค
โข poor sleep ๐ด
โข stress-driven habits ๐คฏ
โข multitasking disguised as productivity ๐
And in high-performance environments, this becomes a leadership issue, not just a personal one ๐ข๐
I see this often in corporate wellness workshops and executive coaching sessions. ๐ฃ
Leaders want better focus, resilience, and performance โก๏ธ
But the real challenge is not motivation ๐ซ๐ฅ
Itโs protecting their cognitive energy daily ๐ง ๐
Discipline is not punishment โ๏ธ
Itโs a system that helps you direct your energy intentionally ๐ฏ
Sometimes that means: โ๏ธ
โ๏ธ starting the day without your phone ๐ต
โ๏ธ eating to stabilize energy and focus ๐ฅ
โ๏ธ creating recovery moments between meetings โธ๏ธ
โ๏ธ reducing unnecessary inputs ๐
โ๏ธ building routines that lower decision fatigue ๐ง
Because peak performance is rarely about doing more ๐
Itโs about allowing less distraction to consume what matters most ๐ฏโจ
Your goals are not only built by effort ๐ช
They are built by what you consistently refuse to give your energy to ๐ซ๐ธ
And if youโre ready to start, I created something simple for you: ๐
My 7 Days to Peak Performance email series ๐ง
designed to help you improve your energy, focus, and productivity with practical daily strategies you can actually stick to. ๐ โ
You can join here: ๐
https://lnkd.in/eA3h9wb8
#PeakPerformance #ProductivityHacks #FocusMastery #Discipline #ExecutiveCoaching #MindsetShift
๐7โค5๐1
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๐๐ธ 500$ FOR THE FIRST 500 WHO JOIN THE CHANNEL! ๐๐ธ
Join our channel today for free! Tomorrow it will cost 500$!
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You can join at this link! ๐๐
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Join our channel today for free! Tomorrow it will cost 500$!
https://t.me/+-WZeIeP8YI8wM2E6
You can join at this link! ๐๐
https://t.me/+-WZeIeP8YI8wM2E6
โค5๐2
๐ Demystifying Activation Functions! ๐ง โจ
Ever wondered why activation functions are so critical in neural networks? ๐ค๐ค
Theyโre the secret sauce that allows models to capture complex, nonlinear relationships! ๐ฅ๐
Do you want to learn how to implement an artificial neural network from scratch in Python using NumPy? ๐๐
Learn more in super-detailed guide: https://lnkd.in/e4CydTtB ๐๐
#NeuralNetworks #DeepLearning #ActivationFunctions #Python #NumPy #AI
Ever wondered why activation functions are so critical in neural networks? ๐ค๐ค
Theyโre the secret sauce that allows models to capture complex, nonlinear relationships! ๐ฅ๐
Do you want to learn how to implement an artificial neural network from scratch in Python using NumPy? ๐๐
Learn more in super-detailed guide: https://lnkd.in/e4CydTtB ๐๐
#NeuralNetworks #DeepLearning #ActivationFunctions #Python #NumPy #AI
โค4