#INICIANTE | #IA #Machine #Learning #ML #LLM

🛎 FOCO

O que é, como funciona e aplicações práticas
https://asimov.academy/machine-learning/

O que é Agente IA?
https://t.me/TutorialBTC/29762

Por quê se preparar a usar IA?
https://t.me/TutorialBTC/26135

Profissional Futuro 2030?
https://t.me/TutorialBTC/25994

Profissional medíocre?
https://t.me/TutorialBTC/26630

Como será o Futuro 2030
https://t.me/TutorialBTC/30933

15 coisas que IA não pode fazer?
https://t.me/TutorialBTC/25336

O Futuro do Trabalho?
https://t.me/TutorialBTC/18019

Bolsa Descarte?
https://t.me/TutorialBTC/15757

Antecipar-se às tendências no seu ramo?
https://t.me/TutorialBTC/14924

IA + Mining?
https://t.me/TutorialBTC/13842

Perspectiva IA x BTC?
https://t.me/TutorialBTC/13040


🧩 Analogia:
* Você é o "Chefe" e as IAs são seus "Funcionários".
* Exemplicando:
- Saber qual ferramenta aperta um parafuso?
- Tem que ter conhecimento técnico de qual ferramenta usar para resolver essa finalidade (Apertar esse tipo de parafuso).
- Ou amador, pesquisa e testa ferramentas que tem disponivel e ver qual delas resolve (Demorado e baixo desempenho).
* Aprenda técnicas de prompt para uma ou mais finalidades.
- Resultado depende, exclusivamente, do seu conhecimento e prática.
- Seja específico e detalhado para resultado efetivo.
* Use técnicas 5W2H, Pareto 80/20 e Lean para aprender rápido.



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- Objetivo
- Tools IA
- 86.400 segundos
- Série | Princípios
| TRILHAS

⚡️ AI 2030

Epoch #AI | Blog: Modelando a trajetória da #IA ​​e da #automação
GATE: Modeling the Trajectory of AI and Automation


🚥 FATOS:
- Profissional do futuro #IA: Engenheiro (Constroi) ou Cientista (Pesquisa & Desenvolvimento) de #PROMPT e/ou Automação Robótica (Inclui o uso de impressão 3D industrial) #AI.

- Esse profissional nunca será substituído. Vale para todas as áreas.

- Cabe a você, se é, apenas, usuário de #IA se adequar (domínio de técnicas prompt) ou será substituído na sua área de atuação.

- Você que tem filhos ou netos, preste atenção nas #tendências.

- Lembre-se que no livre mercado prevalece a eficiência (Empresa - reduzir custos e maximizar lucro) e o melhor custo-benefício (Cliente - Satisfação ao valor agregado oferecido com disposição de pagar).


Adendo:
- Nos anos 80-90, a era dos computadores e da internet, passou ser obrigatório informática básica para ingressar no mercado de trabalho nos anos 2000 em diante.

- Nesta próxima década 2030, será obrigatório, além de informática básica, o domínio de prompt nas ferramentas IA e, principalmente, do idioma inglês.

- Ou seja, outra quebra de paradigma.

- Para bitcoiners, já estamos integrando #IA com mineração para maximizar desempenho (Coleta de dados, parametrização e otimização dos indicadores de performance) e novos desenvolvimentos (P&D) de #hardware (máquinas e equipamentos) e #software (sistemas) #Mining.

- Para empreendedores, antenar-se as novas ferramentas de melhoria contínua para reduzir custos e escalar vendas. Se não tem habilidade ou pouco tempo, terceirize a quem faz e cobre resultados.

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- Iniciante
- Foco
- 86.400 segundos
- Tools Machine Learning AI
| TRILHAS

⚡️ AI 2030

Reflexão: 31/03/2025

Todos nós temos 86.400 segundos todos os dias. Evite que segundos sejam drenados.

Foco!
• Não se preocupe com coisas pequenas
• Elimine "vazamentos", desperdicios ou distrações ("Balde" vazando)
• Armazene sua energia monetária (Horas remuneradas ou parte do lucro - Paga-se Primeiro) em ativo que preserve o valor presente (#PoderDeCompra) no futuro.
• Multiplique, promovendo economia real de produtos ou prestação de serviços (Ganha - Ganha).

#Analogia: Imagine que tens, todo dia, "$86.400 na sua conta". Cada segundo ($1) que deixa de armazenar, vai para algum lugar.

60s x 60min = 3600s/h x 24hs = 86.400s/dia

O tempo "evapora"/roubado pelo teu "sócio" estatal ou retido em reserva de valor. A decisão é sua.

Gestão de tempo: As medidas de contenção, prevenção e otimização (retenção) são necessárias para garantir o uso futuro das suas horas armazenadas.

Para comecar, pesquise sobre 7 desperdícios Lean e Kazan.

Excelente semana para todos nós!

| TRILHAS

⚡️ #TBAI@TutorialBTC

#IA #TUTORIAL #ML #LLM #AI

#Foco: "Ferramentas e tutoriais com aplicação de soluções para a melhoria contínua e/ou escalabilidade de negócios."

Delete tudo que for para lhe deixar distraído ou alienado. (Modo Passivo)

Dito isso, vamos fazer dinheiro!

#Hodler #Empreendedor


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#TBAI@TutorialBTC


- Iniciante
- Tools IA
- 86.400 segundos
- Série | Princípios
| TRILHAS

⚡️ AI 2030

🔥 #Grok can be your free #language coach. #TBAI

Here are the 10 #prompt's you can use:

1. Outcome-First Language Plan

“My goal is to use this language confidently for [travel/work/daily conversations]. Create a 30-day learning plan focused on speaking, listening, and understanding real conversations. Avoid streaks, games, or textbook-style lessons. Prioritize practical use only.”

2. High-Frequency Core Vocabulary

“Teach me the most commonly used words and phrases in this language for [specific context]. Include pronunciation guidance, how natives shorten or alter them in speech, and one natural, real-life example for each.”

3. Natural Sentence Formation

“Help me build simple, natural sentences that people actually use in daily life. Start with short structures and gradually expand them. Explain the word order and meaning in clear, non-technical language.”

4. Real-World Conversation Practice

“Role-play a realistic conversation for [situation]. Speak naturally, pause after each message so I can respond, and correct my mistakes gently while explaining what sounds unnatural.”

5. Casual vs Formal Language Use

“Show how the same idea is expressed casually, neutrally, and formally in this language. Explain when and why a native speaker would choose each version in real life.”

6. Common Beginner Mistakes

“List the most common mistakes learners make in everyday conversations in this language. Show incorrect examples, corrected versions, and explain why the mistake happens.”

7. Thinking in the Language

“Help me stop translating from English. Explain how a native speaker would naturally think and structure this idea in the language instead.”

8. Pronunciation Without Audio

“Explain how to pronounce these words using mouth position, rhythm, stress, and pacing, as if teaching someone without access to audio.”

9. Everyday Phrases Natives Actually Use

“Teach everyday phrases natives use in real conversations for [context]. Include informal shortcuts, filler words, and variations people say in fast speech.”

10. Grammar Without Jargon

“Explain this grammar concept using plain language only. Avoid technical terms and focus on how people actually use it when speaking.”

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- AI LLM ML | PROMPT | AI 2030

| 2026 | Feed | Nostree

5 AI projects that will get you hired in 2026: #TBAI

1. RAG from Scratch

GitHub: https://github.com/langchain-ai/rag-from-scratch

2. Al Social Media Agent

GitHub: https://github.com/langchain-ai/social-media-agent

3. Medical Image Analysis

GitHub: https://github.com/databricks-industry-solutions/pixels

4. MCP Tool-Calling Agents

Notebook: https://docs.databricks.com/aws/en/notebooks/source/generative-ai/langgraph-mcp-tool-calling-agent.html

5. Al Assistant with Memory

GitHub: https://github.com/Makememo/MemoAI


- AI LLM ML | PROMPT | AI 2030

7 AI tools every engineer should master in 2026: #TBAI

1. vLLM

High-throughput, low-latency LLM serving for production
https://github.com/vllm-project/vllm

2. Claude

Long-context reasoning, refactoring, deep code reviews
https://claude.ai

3. LangChain

LLM pipelines, RAG systems, production workflows
https://www.langchain.com

4. LangGraph

Stateful agents, multi-step workflows, HITL systems
https://www.langchain.com/langgraph

5. Databricks

Enterprise ML, data pipelines, serverless GPU inference
https://www.databricks.com

6. FAISS

High-performance vector search at scale
https://github.com/facebookresearch/faiss

7. Docker

Shipping AI apps reproducibly in production
https://www.docker.com


- AI LLM ML | PROMPT | AI 2030

#GROK can literally rewire your #brain in 10 #prompt's

Copy these if you want to think faster, work smarter, and learn like a machine:

1. Rewire Your Mind

Prompt:

"Act as a neuroplasticity expert and cognitive enhancer. Design a 7-day mental training program to boost my [insert skill, e.g., memory, critical thinking, or creativity]. Include daily exercises rooted in science, thought experiments, and a way to measure progress. Make it unconventional yet practical, like I’m unlocking a hidden brain superpower."

2. Master Problem-Solving

Prompt:

"Become a world-class strategist. I’m facing [describe a specific challenge, e.g., launching a startup with no funding]. Analyze the situation, break it down into actionable steps, and provide a detailed plan to overcome it. Include potential obstacles and creative workarounds, using logic and real-world examples where applicable."

3. Superhuman Foresight

Prompt:

"Transform into a futuristic oracle. Predict three major trends that will shape [insert field, e.g., technology, healthcare, or society] over the next decade. Base your predictions on current data, patterns, and logical extrapolation. For each, explain the implications and how I can prepare or capitalize on it."

4. Boost Persuasion #Skills

Prompt:

"Become a master rhetorician. Help me craft an argument to convince [insert audience, e.g., my boss, a skeptic] that [insert idea, e.g., remote work boosts productivity]. Provide a compelling narrative, emotional hooks, and data-driven points. Then, anticipate three counterarguments and refute them preemptively."

5. Learn 10x Faster

Prompt:

"Act as a personal tutor with infinite patience and expertise. Teach me [insert complex topic, e.g., quantum mechanics or machine learning] in a way that a beginner can understand. Break it into bite-sized lessons, use analogies from everyday life, and suggest practical exercises to master it in record time."

6. Enhance Self-Awareness

Prompt:

"Act as a psychological mirror with deep insight. Based on my input—[share a brief description of a recent decision or behavior, e.g., I procrastinated on a project]—analyze my thought patterns, motivations, and potential blind spots. Offer three actionable steps to improve my decision-making and emotional resilience."

7. Optimize Daily Performance

Prompt:

"Turn into a peak-performance coach. Design a personalized 24-hour schedule to maximize my energy, focus, and output based on [insert details, e.g., I’m a night owl, work a 9-5, and want to write a book]. Incorporate cutting-edge productivity techniques, breaks, and habits to make me feel unstoppable."

8. Decode the Universe’s Secrets

Prompt:

"Transform into a cosmic philosopher with boundless curiosity. Explain [insert mystery, e.g., the meaning of life, dark matter, or consciousness] as if you’ve cracked its code. Use a mix of science, logic, and speculative insight to blow my mind, then suggest a personal experiment to explore it further."

9. Negotiate Like An Expert

Prompt:

"Channel a superhuman negotiator who’s mastered psychology and strategy. I need to win [insert high-stakes situation, e.g., a salary raise, a business deal]. Craft a step-by-step script, including exact phrases, body language tips, and contingency plans for resistance. Make me feel invincible at the table."

10. Orchestrate a Life-Changing Vision

Prompt:

"Act as a visionary director of my life. Interview me about my deepest desires—[answer 3 quick questions: What’s my biggest dream? What’s holding me back? What’s my ideal day?]—then construct a cinematic 5-year plan. Paint the future in vivid scenes, assign ‘plot points’ to hit, and give me a first step to start today."

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- AI LLM ML | PROMPT | AI 2030

AI Engineering Archives - The New Stack:
Open Responses vs. Chat Completion: A new era for AI apps

#Benniger #Tools #Apps #TBAI

An AI #detector that actually works. #Tool #Seo

https://www.pangram.com/

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