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Join our livestream with Marina Wyss, Senior Applied Scientist at Twitch, as we discuss how to break into AI Engineering in 2026.
Sign up for FREE and save your seat here: luma.com/qgz4g4r7
Why should you join?
Many people interested in AI Engineering are asking the same questions:
β Where do I start?
π€ Do I need deep math first?
π§ Should I focus on ML, LLMs, RAG, or AI agents?
π§ How do I avoid wasting time learning the wrong things?
π How do I go from learning to becoming hireable?
If youβre interested in AI Engineering but unsure how to approach it, this livestream is for you.
What youβll learn
β¦ What AI Engineering really is
β¦ Where beginners should start
β¦ What skills and topics actually matter
β¦ Common mistakes to avoid
β¦ Self-study vs bootcamp vs MSc
β¦ How to think about becoming hireable in AI
β¦ Practical advice from someone already working in the field
Sign up for FREE and save your seat: luma.com/qgz4g4r7
Sign up for FREE and save your seat here: luma.com/qgz4g4r7
Why should you join?
Many people interested in AI Engineering are asking the same questions:
β Where do I start?
π€ Do I need deep math first?
π§ Should I focus on ML, LLMs, RAG, or AI agents?
π§ How do I avoid wasting time learning the wrong things?
π How do I go from learning to becoming hireable?
If youβre interested in AI Engineering but unsure how to approach it, this livestream is for you.
What youβll learn
β¦ What AI Engineering really is
β¦ Where beginners should start
β¦ What skills and topics actually matter
β¦ Common mistakes to avoid
β¦ Self-study vs bootcamp vs MSc
β¦ How to think about becoming hireable in AI
β¦ Practical advice from someone already working in the field
Sign up for FREE and save your seat: luma.com/qgz4g4r7
β€4
5 Fun Papers That Explain LLMs Clearly πβ¨
Want to understand LLMs better? Start with these five foundational papers that explain how they work. π€
Large language models (LLMs) can feel complicated at first. There are transformers, attention layers, scaling laws, pretraining, instruction tuning, human feedback, retrieval, and many other ideas around them. π§ But the best way to understand large language models is not to start with a huge textbook. A better way is to read a few important papers that each explain one major part of the system. π This article is part of a fun series where we learn by exploring core ideas, practical projects, and the research papers behind modern technology. π¬ In this article, we will go through five papers that explain how LLMs work. So, let's get started. π
More: https://www.kdnuggets.com/5-fun-papers-that-explain-llms-clearly
#LLM #AI #MachineLearning #DeepLearning #DataScience #Tech
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π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
Want to understand LLMs better? Start with these five foundational papers that explain how they work. π€
Large language models (LLMs) can feel complicated at first. There are transformers, attention layers, scaling laws, pretraining, instruction tuning, human feedback, retrieval, and many other ideas around them. π§ But the best way to understand large language models is not to start with a huge textbook. A better way is to read a few important papers that each explain one major part of the system. π This article is part of a fun series where we learn by exploring core ideas, practical projects, and the research papers behind modern technology. π¬ In this article, we will go through five papers that explain how LLMs work. So, let's get started. π
More: https://www.kdnuggets.com/5-fun-papers-that-explain-llms-clearly
#LLM #AI #MachineLearning #DeepLearning #DataScience #Tech
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
β€3
Introduction to Critical Infrastructure Protection (ICIP) π‘οΈ
Your CIP Cybersecurity Career Path π
Learn about Cybersecurity in Critical Infrastructure Protection (CIP) π
Explore our learning paths and philosophy π‘
Get certified - Free π
Enroll Link: https://opswatacademy.com/introduction-critical-infrastructure-protection/
#Cybersecurity #CIP #CriticalInfrastructure #CareerPath #FreeCertification #LearnTech
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
Your CIP Cybersecurity Career Path π
Learn about Cybersecurity in Critical Infrastructure Protection (CIP) π
Explore our learning paths and philosophy π‘
Get certified - Free π
Enroll Link: https://opswatacademy.com/introduction-critical-infrastructure-protection/
#Cybersecurity #CIP #CriticalInfrastructure #CareerPath #FreeCertification #LearnTech
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
β€5
GRU β remembers efficiently
GAN β creates realistic content
RNN β understands sequences
LSTM β remembers long context
https://t.me/CodeProgrammer
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β€5π2π₯1
Forwarded from Machine Learning
If you already have 200 open tabs with courses, articles, and GitHub repositories on ML, this repository might save the situation a bit. π
Awesome Machine Learning Resources is a huge collection of sub-collections on machine learning, deep learning, and AI. π€
Instead of endless Google searches, everything is organized into categories:
β’ fundamentals of machine learning
β’ neural networks and modern architectures
β’ tasks and application areas
β’ datasets
β’ libraries and tools
β’ fairness and AI ethics
β’ production ML and MLOps
Each link has a short description, so you can quickly understand whether it's worth opening it or skipping it. π
I particularly liked that the authors mark abandoned collections with an icon if they haven't been updated in over a year. β οΈ
https://github.com/ZhiningLiu1998/awesome-machine-learning-resources
#MachineLearning #DeepLearning #AI #MLOps #DataScience #TechResources
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
Awesome Machine Learning Resources is a huge collection of sub-collections on machine learning, deep learning, and AI. π€
Instead of endless Google searches, everything is organized into categories:
β’ fundamentals of machine learning
β’ neural networks and modern architectures
β’ tasks and application areas
β’ datasets
β’ libraries and tools
β’ fairness and AI ethics
β’ production ML and MLOps
Each link has a short description, so you can quickly understand whether it's worth opening it or skipping it. π
I particularly liked that the authors mark abandoned collections with an icon if they haven't been updated in over a year. β οΈ
https://github.com/ZhiningLiu1998/awesome-machine-learning-resources
#MachineLearning #DeepLearning #AI #MLOps #DataScience #TechResources
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
β€4
Forwarded from Vinayak Chiluka
π Want to accelerate your career in Technology, Cloud, AI, DevOps, Data Engineering, Cybersecurity, Software Development, and Project Management?
At HelloEncyclo, we're building a comprehensive AI-powered learning platform designed to help students, professionals, and career switchers gain practical, industry-relevant skills through structured learning paths.
β Expert-curated content
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β Career-focused learning paths
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π Exclusive Offer: Get FLAT 45% OFF on all courses using my referral link:
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π’ Stay updated with new course launches, discounts, learning resources, interview preparation tips, and career guidance:
π² Telegram Community:
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π² WhatsApp Community:
https://lnkd.in/g5DVnSt8
Whether you're preparing for your next job, aiming for a promotion, earning certifications, or simply upgrading your skills, HelloEncyclo is here to support
At HelloEncyclo, we're building a comprehensive AI-powered learning platform designed to help students, professionals, and career switchers gain practical, industry-relevant skills through structured learning paths.
β Expert-curated content
β Lifetime access options
β Learn at your own pace
β Career-focused learning paths
β Regular content updates
β Affordable pricing
π Exclusive Offer: Get FLAT 45% OFF on all courses using my referral link:
https://lnkd.in/gPdBThvM
π’ Stay updated with new course launches, discounts, learning resources, interview preparation tips, and career guidance:
π² Telegram Community:
https://t.me/helloencyclo
π² WhatsApp Community:
https://lnkd.in/g5DVnSt8
Whether you're preparing for your next job, aiming for a promotion, earning certifications, or simply upgrading your skills, HelloEncyclo is here to support
β€1π1
Don't want to read about AI Engineering, but actually want to build something? π οΈ
We've released a collection of 50+ practical tutorials on AI Engineering as open source. π
Inside, you'll find step-by-step projects on:
β’ AI agents and multi-agent systems π€
β’ RAG (Agentic, Vision, and Local) π
β’ MCP agents βοΈ
β’ OCR applications π
β’ Voice AI agents ποΈ
β’ and much more β¨
Everything is free, with source code and ready-made examples. π₯©
https://github.com/Sumanth077/Hands-On-AI-Engineering
#AIEngineering #MachineLearning #OpenSource #AIProjects #TechTutorials #BuildWithAI
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
We've released a collection of 50+ practical tutorials on AI Engineering as open source. π
Inside, you'll find step-by-step projects on:
β’ AI agents and multi-agent systems π€
β’ RAG (Agentic, Vision, and Local) π
β’ MCP agents βοΈ
β’ OCR applications π
β’ Voice AI agents ποΈ
β’ and much more β¨
Everything is free, with source code and ready-made examples. π₯©
https://github.com/Sumanth077/Hands-On-AI-Engineering
#AIEngineering #MachineLearning #OpenSource #AIProjects #TechTutorials #BuildWithAI
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
GitHub
GitHub - Sumanth077/Hands-On-AI-Engineering: A curated collection of practical AI projects implementing OCR systems, RAG, AI agentsβ¦
A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases. - Sumanth077/Hands-On-AI-Engineering
β€4π2
Agentic_Design_Patterns.pdf
19.2 MB
Agentic Design Patterns - a free 421-page document from a senior Google engineer. πβ¨
It's rare to find materials of such a large volume where the author doesn't try to sell a course after every chapter. π‘
Inside:
⬩ agent architectures
⬩ multi-agent systems
⬩ memory and context management
⬩ orchestration and task planning
⬩ tools, MCP, and integrations
⬩ production cases and code examples
#AgenticAI #LLM #GoogleEngineering #MultiAgentSystems #AIDevelopment #TechDocs
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βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
It's rare to find materials of such a large volume where the author doesn't try to sell a course after every chapter. π‘
Inside:
⬩ agent architectures
⬩ multi-agent systems
⬩ memory and context management
⬩ orchestration and task planning
⬩ tools, MCP, and integrations
⬩ production cases and code examples
#AgenticAI #LLM #GoogleEngineering #MultiAgentSystems #AIDevelopment #TechDocs
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
1β€7π2π2
Kaggle and Google are launching a free 5-day intensive course on VibeCoding. π
Over five days, they will explain how agent-based coding works, how to configure skills, memory, and context, and how to make AI assistants not only useful but also safe. π€ The program includes daily tasks, live streams, discussions, and practical projects. π»
After completion, participants will receive an official certificate that can be added to their portfolio. π
Start date: June 15th. π
https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google π
If you've long wanted to properly understand agent-based coding, this is a great opportunity to dive in. π
#Kaggle #Google #VibeCoding #AIAgents #Coding #AI #TechNews #FreeCourse
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
Over five days, they will explain how agent-based coding works, how to configure skills, memory, and context, and how to make AI assistants not only useful but also safe. π€ The program includes daily tasks, live streams, discussions, and practical projects. π»
After completion, participants will receive an official certificate that can be added to their portfolio. π
Start date: June 15th. π
https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google π
If you've long wanted to properly understand agent-based coding, this is a great opportunity to dive in. π
#Kaggle #Google #VibeCoding #AIAgents #Coding #AI #TechNews #FreeCourse
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
β€3
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π₯ Whether you're prepping for #Python, #AI, #Cisco, #PMI, #Fortinet, #AWS, #Azure, #Excel, #Comptia, #ITIL, #Cloud or any other hot certification β SPOTO has your back with real exam dumps and hands-on training!
β Free Resources:
γ»Free Python, Excel, Cyber Security, Cisco, SQL, ITIL, PMP, AWS courses: https://bit.ly/4alTSfk
γ»IT Certs E-book: https://bit.ly/49ub0zq
γ»IT Exams Skill Test: https://bit.ly/4dVPapB
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π Join SPOTO Mid-Year Lucky Draw:
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π Amazon Gift $100 πPMP/ AWS/ CCNA Course
π Enter the Draw Now β https://bit.ly/4uN3lVt
π Join Our IT Learning Community for free resources & support:
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π¬ Want exam help? Chat with an admin now:
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β° Mid-Year Deal Ends Soon β Don't Miss Out!
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