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🧠 БСсплатный курс ΠΎΡ‚ Hugging Face: Model Context Protocol (MCP)

Hugging Face запустили ΠΎΠ±ΡƒΡ‡Π°ΡŽΡ‰ΠΈΠΉ курс ΠΏΠΎ Model Context Protocol (MCP) β€” это соврСмСнный стандарт для взаимодСйствия ΠΌΠ΅ΠΆΠ΄Ρƒ ИИ-модСлями, внСшними API, ΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚Π΅Π»ΡŒΡΠΊΠΈΠΌ Π²Π²ΠΎΠ΄ΠΎΠΌ ΠΈ контСкстом. ΠšΡƒΡ€Ρ идСально ΠΏΠΎΠ΄ΠΎΠΉΠ΄Ρ‘Ρ‚ Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Ρ‡ΠΈΠΊΠ°ΠΌ, ML-ΠΈΠ½ΠΆΠ΅Π½Π΅Ρ€Π°ΠΌ ΠΈ всСм, ΠΊΡ‚ΠΎ Ρ…ΠΎΡ‡Π΅Ρ‚ ΡΡ‚Ρ€ΠΎΠΈΡ‚ΡŒ ΠΌΠΎΡ‰Π½Ρ‹Π΅, ΠΈΠ½Ρ‚Π΅Ρ€Π°ΠΊΡ‚ΠΈΠ²Π½Ρ‹Π΅ LLM-прилоТСния.

πŸ” Π§Ρ‚ΠΎ Ρ‚Ρ‹ ΡƒΠ·Π½Π°Π΅ΡˆΡŒ:
β€’ 🧩 Как Ρ€Π°Π±ΠΎΡ‚Π°Π΅Ρ‚ Π°Ρ€Ρ…ΠΈΡ‚Π΅ΠΊΡ‚ΡƒΡ€Π° MCP
β€’ 🧰 Как ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚ΡŒ ΠΎΡ„ΠΈΡ†ΠΈΠ°Π»ΡŒΠ½Ρ‹Π΅ MCP SDK Π½Π° Python ΠΈ TypeScript
β€’ πŸ›  Как ΡΠΎΠ±Ρ€Π°Ρ‚ΡŒ своё MCP-ΠΏΡ€ΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠ΅ с Gradio ΠΈ Hugging Face Spaces
β€’ 🎯 Как ΠΏΡ€ΠΎΠΉΡ‚ΠΈ ΡΠ΅Ρ€Ρ‚ΠΈΡ„ΠΈΠΊΠ°Ρ†ΠΈΡŽ ΠΈ ΠΏΠΎΠ»ΡƒΡ‡ΠΈΡ‚ΡŒ ΠΏΠΎΠ΄Ρ‚Π²Π΅Ρ€ΠΆΠ΄Π΅Π½ΠΈΠ΅ своих Π½Π°Π²Ρ‹ΠΊΠΎΠ²

πŸ“š Π‘ΠΎΠ΄Π΅Ρ€ΠΆΠ°Π½ΠΈΠ΅ курса:
1. Π’Π²Π΅Π΄Π΅Π½ΠΈΠ΅ Π² MCP ΠΈ структуру курса
2. АрхитСктура ΠΈ ΠΊΠ»ΡŽΡ‡Π΅Π²Ρ‹Π΅ ΠΊΠΎΠΌΠΏΠΎΠ½Π΅Π½Ρ‚Ρ‹ MCP
3. Π‘ΠΎΠ·Π΄Π°Π½ΠΈΠ΅ ΠΏΠ΅Ρ€Π²ΠΎΠ³ΠΎ MCP-прилоТСния
4. ΠŸΡ€ΠΎΠ΄Π²ΠΈΠ½ΡƒΡ‚Ρ‹Π΅ Ρ„ΠΈΡ‡ΠΈ ΠΈ ΠΈΠ½Ρ‚Π΅Π³Ρ€Π°Ρ†ΠΈΠΈ
5. Бонусы: Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡ‚Π΅Π»ΡŒΠ½Ρ‹Π΅ ΠΏΡ€ΠΈΠΌΠ΅Ρ€Ρ‹, кСйсы, best practices

πŸ’‘ Π§Ρ‚ΠΎ Π½ΡƒΠΆΠ½ΠΎ для старта:
β€’ ΠžΠΏΡ‹Ρ‚ с Python ΠΈΠ»ΠΈ TypeScript
β€’ ПониманиС API, LLM ΠΈ Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚ΠΊΠΈ
β€’ Аккаунт Π½Π° Hugging Face
β€’ Π–Π΅Π»Π°Π½ΠΈΠ΅ ΡΡ‚Ρ€ΠΎΠΈΡ‚ΡŒ ΡƒΠΌΠ½Ρ‹Π΅ ΠΈ Π³ΠΈΠ±ΠΊΠΈΠ΅ AI-интСрфСйсы

πŸ‘₯ ΠšΠΎΠΌΡŒΡŽΠ½ΠΈΡ‚ΠΈ:
ΠŸΡ€ΠΈΡΠΎΠ΅Π΄ΠΈΠ½ΡΠΉΡΡ ΠΊ Discord-сСрвСру Hugging Face, Ρ‡Ρ‚ΠΎΠ±Ρ‹ ΠΎΠ±Ρ‰Π°Ρ‚ΡŒΡΡ с Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Ρ‡ΠΈΠΊΠ°ΠΌΠΈ ΠΈ ΠΏΡ€ΠΎΡ…ΠΎΠ΄ΠΈΡ‚ΡŒ курс Π² ΠΊΠΎΠΌΠΏΠ°Π½ΠΈΠΈ Π΄Ρ€ΡƒΠ³ΠΈΡ… участников.

➑️ ΠŸΠ΅Ρ€Π΅ΠΉΡ‚ΠΈ ΠΊ курсу

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🧠 БСсплатный курс ΠΎΡ‚ Hugging Face: Model Context Protocol (MCP)

Hugging Face запустили ΠΎΠ±ΡƒΡ‡Π°ΡŽΡ‰ΠΈΠΉ курс ΠΏΠΎ Model Context Protocol (MCP) β€” это соврСмСнный стандарт для взаимодСйствия ΠΌΠ΅ΠΆΠ΄Ρƒ ИИ-модСлями, внСшними API, ΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚Π΅Π»ΡŒΡΠΊΠΈΠΌ Π²Π²ΠΎΠ΄ΠΎΠΌ ΠΈ контСкстом. ΠšΡƒΡ€Ρ идСально ΠΏΠΎΠ΄ΠΎΠΉΠ΄Ρ‘Ρ‚ Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Ρ‡ΠΈΠΊΠ°ΠΌ, ML-ΠΈΠ½ΠΆΠ΅Π½Π΅Ρ€Π°ΠΌ ΠΈ всСм, ΠΊΡ‚ΠΎ Ρ…ΠΎΡ‡Π΅Ρ‚ ΡΡ‚Ρ€ΠΎΠΈΡ‚ΡŒ ΠΌΠΎΡ‰Π½Ρ‹Π΅, ΠΈΠ½Ρ‚Π΅Ρ€Π°ΠΊΡ‚ΠΈΠ²Π½Ρ‹Π΅ LLM-прилоТСния.

πŸ” Π§Ρ‚ΠΎ Ρ‚Ρ‹ ΡƒΠ·Π½Π°Π΅ΡˆΡŒ:
β€’ 🧩 Как Ρ€Π°Π±ΠΎΡ‚Π°Π΅Ρ‚ Π°Ρ€Ρ…ΠΈΡ‚Π΅ΠΊΡ‚ΡƒΡ€Π° MCP
β€’ 🧰 Как ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚ΡŒ ΠΎΡ„ΠΈΡ†ΠΈΠ°Π»ΡŒΠ½Ρ‹Π΅ MCP SDK Π½Π° Python ΠΈ TypeScript
β€’ πŸ›  Как ΡΠΎΠ±Ρ€Π°Ρ‚ΡŒ своё MCP-ΠΏΡ€ΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠ΅ с Gradio ΠΈ Hugging Face Spaces
β€’ 🎯 Как ΠΏΡ€ΠΎΠΉΡ‚ΠΈ ΡΠ΅Ρ€Ρ‚ΠΈΡ„ΠΈΠΊΠ°Ρ†ΠΈΡŽ ΠΈ ΠΏΠΎΠ»ΡƒΡ‡ΠΈΡ‚ΡŒ ΠΏΠΎΠ΄Ρ‚Π²Π΅Ρ€ΠΆΠ΄Π΅Π½ΠΈΠ΅ своих Π½Π°Π²Ρ‹ΠΊΠΎΠ²

πŸ“š Π‘ΠΎΠ΄Π΅Ρ€ΠΆΠ°Π½ΠΈΠ΅ курса:
1. Π’Π²Π΅Π΄Π΅Π½ΠΈΠ΅ Π² MCP ΠΈ структуру курса
2. АрхитСктура ΠΈ ΠΊΠ»ΡŽΡ‡Π΅Π²Ρ‹Π΅ ΠΊΠΎΠΌΠΏΠΎΠ½Π΅Π½Ρ‚Ρ‹ MCP
3. Π‘ΠΎΠ·Π΄Π°Π½ΠΈΠ΅ ΠΏΠ΅Ρ€Π²ΠΎΠ³ΠΎ MCP-прилоТСния
4. ΠŸΡ€ΠΎΠ΄Π²ΠΈΠ½ΡƒΡ‚Ρ‹Π΅ Ρ„ΠΈΡ‡ΠΈ ΠΈ ΠΈΠ½Ρ‚Π΅Π³Ρ€Π°Ρ†ΠΈΠΈ
5. Бонусы: Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡ‚Π΅Π»ΡŒΠ½Ρ‹Π΅ ΠΏΡ€ΠΈΠΌΠ΅Ρ€Ρ‹, кСйсы, best practices

πŸ’‘ Π§Ρ‚ΠΎ Π½ΡƒΠΆΠ½ΠΎ для старта:
β€’ ΠžΠΏΡ‹Ρ‚ с Python ΠΈΠ»ΠΈ TypeScript
β€’ ПониманиС API, LLM ΠΈ Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚ΠΊΠΈ
β€’ Аккаунт Π½Π° Hugging Face
β€’ Π–Π΅Π»Π°Π½ΠΈΠ΅ ΡΡ‚Ρ€ΠΎΠΈΡ‚ΡŒ ΡƒΠΌΠ½Ρ‹Π΅ ΠΈ Π³ΠΈΠ±ΠΊΠΈΠ΅ AI-интСрфСйсы

πŸ‘₯ ΠšΠΎΠΌΡŒΡŽΠ½ΠΈΡ‚ΠΈ:
ΠŸΡ€ΠΈΡΠΎΠ΅Π΄ΠΈΠ½ΡΠΉΡΡ ΠΊ Discord-сСрвСру Hugging Face, Ρ‡Ρ‚ΠΎΠ±Ρ‹ ΠΎΠ±Ρ‰Π°Ρ‚ΡŒΡΡ с Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚Ρ‡ΠΈΠΊΠ°ΠΌΠΈ ΠΈ ΠΏΡ€ΠΎΡ…ΠΎΠ΄ΠΈΡ‚ΡŒ курс Π² ΠΊΠΎΠΌΠΏΠ°Π½ΠΈΠΈ Π΄Ρ€ΡƒΠ³ΠΈΡ… участников.

➑️ ΠŸΠ΅Ρ€Π΅ΠΉΡ‚ΠΈ ΠΊ курсу

@machinelearning_interview - вопросы с собСсСдований

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Markets continued to grapple with the economic and corporate earnings implications relating to the Russia-Ukraine conflict. β€œWe have a ton of uncertainty right now,” said Stephanie Link, chief investment strategist and portfolio manager at Hightower Advisors. β€œWe’re dealing with a war, we’re dealing with inflation. We don’t know what it means to earnings.” Right now the digital security needs of Russians and Ukrainians are very different, and they lead to very different caveats about how to mitigate the risks associated with using Telegram. For Ukrainians in Ukraine, whose physical safety is at risk because they are in a war zone, digital security is probably not their highest priority. They may value access to news and communication with their loved ones over making sure that all of their communications are encrypted in such a manner that they are indecipherable to Telegram, its employees, or governments with court orders. Telegram does offer end-to-end encrypted communications through Secret Chats, but this is not the default setting. Standard conversations use the MTProto method, enabling server-client encryption but with them stored on the server for ease-of-access. This makes using Telegram across multiple devices simple, but also means that the regular Telegram chats you’re having with folks are not as secure as you may believe. Ukrainian forces have since put up a strong resistance to the Russian troops amid the war that has left hundreds of Ukrainian civilians, including children, dead, according to the United Nations. Ukrainian and international officials have accused Russia of targeting civilian populations with shelling and bombardments. DFR Lab sent the image through Microsoft Azure's Face Verification program and found that it was "highly unlikely" that the person in the second photo was the same as the first woman. The fact-checker Logically AI also found the claim to be false. The woman, Olena Kurilo, was also captured in a video after the airstrike and shown to have the injuries.
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