Awesome LLM Apps 👇🏼
A curated collection of Awesome LLM apps built with RAG, AI Agents, Multi-agent Teams, MCP, Voice Agents, and more. This repository features LLM apps that use models from OpenAI, Anthropic, Google, xAI, and open-source models like Alibaba or Llama, which you can run locally on your computer.
https://github.com/Shubhamsaboo/awesome-llm-apps
#ai #llm #datascience
A curated collection of Awesome LLM apps built with RAG, AI Agents, Multi-agent Teams, MCP, Voice Agents, and more. This repository features LLM apps that use models from OpenAI, Anthropic, Google, xAI, and open-source models like Alibaba or Llama, which you can run locally on your computer.
https://github.com/Shubhamsaboo/awesome-llm-apps
#ai #llm #datascience
GitHub
GitHub - Shubhamsaboo/awesome-llm-apps: Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and…
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. - Shubhamsaboo/awesome-llm-apps
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Fine-Tune an Open Source LLM with Claude Code/Codex 👇🏼
The following tutorial by Alejandro AO provides an introduction for fine-tune a small open source model with Codex using the Hugging Face model trainer skill and HF Jobs.
https://www.youtube.com/watch?v=HGPTUc7tEq4
The following tutorial by Alejandro AO provides an introduction for fine-tune a small open source model with Codex using the Hugging Face model trainer skill and HF Jobs.
https://www.youtube.com/watch?v=HGPTUc7tEq4
YouTube
Fine-Tune an Open Source LLM with Claude Code/Codex (Hugging Face Model Trainer Skill)
In this video I show how to fine-tune a small open source model with Codex using the Hugging Face model trainer skill and HF Jobs. We train `Qwen/Qwen3-0.6B` into a customer-support ticket router on the Bitext dataset, then compare before/after behavior with…
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Reading files with Python
The following concise video provides a step-by-step guide to reading files with Python (e.g., reading text, data, etc.).
https://www.youtube.com/watch?v=PXySDMxOPnI
The following concise video provides a step-by-step guide to reading files with Python (e.g., reading text, data, etc.).
https://www.youtube.com/watch?v=PXySDMxOPnI
YouTube
Python File Handling - Visually Explained
🔵 Resources & Further Learning
- 📒 Practice notebook → https://go.visuallyexplained.co/file-handling-exercises
- 📒 Practice notebook solutions → https://go.visuallyexplained.co/file-handling-solutions
- 📹 Video: Python Context Managers → 🚧 Coming soon! 🚧…
- 📒 Practice notebook → https://go.visuallyexplained.co/file-handling-exercises
- 📒 Practice notebook solutions → https://go.visuallyexplained.co/file-handling-solutions
- 📹 Video: Python Context Managers → 🚧 Coming soon! 🚧…
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Setting Up OpenClaw
The following tutorial by Tech with Tim provides a step-by-step guide for setting up OpenClaw on a server.
https://www.youtube.com/watch?v=vte-fDoZczE
The following tutorial by Tech with Tim provides a step-by-step guide for setting up OpenClaw on a server.
https://www.youtube.com/watch?v=vte-fDoZczE
YouTube
OpenClaw Full Course: Setup, Skills, Voice, Memory & More
Setup your VPS with Hostinger and use the code TECHWITHTIM for a 10% discount on annual plans: https://hostinger.com/techwithtim
In this full OpenClaw course, I walk you through everything from initial VPS setup to advanced configuration, skills, memory…
In this full OpenClaw course, I walk you through everything from initial VPS setup to advanced configuration, skills, memory…
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Find Tune LLM locally
Here is a short guide for fine-tuning LLMs locally. This is mainly applicable to small models.
https://www.youtube.com/watch?v=lh5VX1nOc20
Here is a short guide for fine-tuning LLMs locally. This is mainly applicable to small models.
https://www.youtube.com/watch?v=lh5VX1nOc20
YouTube
How to Fine-Tune Your Own LLM Locally (Step-by-Step Guide + Demo)
In this video, we’ll explore how to fine-tune Large Language Models (LLMs) like TinyLlama, Mistral, and LLaMA 3 using LoRA and QLoRA — all on your local machine! Learn how to prepare datasets, train efficiently on CPU or GPU, and generate custom AI models…
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Setting OpenClaw with local LLMs
The following tutorial goes over the OpenClaw settings with Ollama to run it with local LLMs.
https://www.youtube.com/watch?v=Otn-NbpQH1k
The following tutorial goes over the OpenClaw settings with Ollama to run it with local LLMs.
https://www.youtube.com/watch?v=Otn-NbpQH1k
YouTube
OpenClaw with Local LLM
Fancy running Moltbot with local LLMs? This video guides you through setting it up with Olama, covering model selection, context length adjustments, and integrating it with Moltbot for various tasks. Key takeaways:
* Setting up Olama for local LLM inference.…
* Setting up Olama for local LLM inference.…
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My weekly newsletter is out!
This week's agenda:
🔹 Open Source of the Week - The DuckLack R project by Travis Gerke, ScD
🔹 New learning resources - Fine-tuning LLMs, reading files with Python, getting started, and running OpenClaw with local LLMs
🔹Book of the week - Time Series Forecasting in Python by Marco Peixeiro
Substack: https://ramikrispin.substack.com/p/time-series-forecasting-in-python
LinkedIn: linkedin.com/feed/update/urn:li:activity:7430959527174295552/
Medium: https://medium.com/@rami.krispin/time-series-forecasting-in-python-the-ducklack-r-library-new-tutorials-issue-76-cfd1fbc5e8ab
♻️ Please share if you find it useful!
This week's agenda:
🔹 Open Source of the Week - The DuckLack R project by Travis Gerke, ScD
🔹 New learning resources - Fine-tuning LLMs, reading files with Python, getting started, and running OpenClaw with local LLMs
🔹Book of the week - Time Series Forecasting in Python by Marco Peixeiro
Substack: https://ramikrispin.substack.com/p/time-series-forecasting-in-python
LinkedIn: linkedin.com/feed/update/urn:li:activity:7430959527174295552/
Medium: https://medium.com/@rami.krispin/time-series-forecasting-in-python-the-ducklack-r-library-new-tutorials-issue-76-cfd1fbc5e8ab
♻️ Please share if you find it useful!
Substack
Time Series Forecasting in Python, the DuckLack R Library, New Tutorials| Issue 76
A weekly curated update on data science and engineering topics and resources.
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Claude Code + Ollama Setup 👇🏼
The following tutorial by Abhishek Veeramalla provides a step-by-step guide for setting up Claude Code with local models using Ollama.
https://www.youtube.com/watch?v=AKKx1PoNtnM
The following tutorial by Abhishek Veeramalla provides a step-by-step guide for setting up Claude Code with local models using Ollama.
https://www.youtube.com/watch?v=AKKx1PoNtnM
YouTube
Setup Claude Code for FREE in 3 Simple steps.
Join our Discord for Career Guidance:
www.youtube.com/abhishekveeramalla/join
In this video, Abhishek explains how to run Claude Code for FREE in three simple steps. This video covers Claude Code integration with Ollama and launching it using local models…
www.youtube.com/abhishekveeramalla/join
In this video, Abhishek explains how to run Claude Code for FREE in three simple steps. This video covers Claude Code integration with Ollama and launching it using local models…
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Python Full Course 🐍👇🏼
The following Python course by Data with Baraa is for beginners and covers the fundamentals of the language - from setup to data structures, loops, statements, and functions.
https://www.youtube.com/watch?v=Rq5gJVxz55Q
The following Python course by Data with Baraa is for beginners and covers the fundamentals of the language - from setup to data structures, loops, statements, and functions.
https://www.youtube.com/watch?v=Rq5gJVxz55Q
YouTube
Python Full Course for Beginners (13 Hours) – From Zero to Hero
Learn Python from scratch in this complete 13-hour course designed for beginners who want to build real programming confidence.
Want More? 👇
- *Python Handbook* (sketches, notes, code) https://academy.datawithbaraa.com/l/digital_download/998313/the-python…
Want More? 👇
- *Python Handbook* (sketches, notes, code) https://academy.datawithbaraa.com/l/digital_download/998313/the-python…
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Python Essentials for AI Agents 🐍👇🏼
The following tutorial by Prashant Sahu focuses on Python essentials for building AI agents. This six-hour course includes Python foundations, working with data and APIs, and developing agents.
https://www.youtube.com/watch?v=UsfpzxZNsPo
The following tutorial by Prashant Sahu focuses on Python essentials for building AI agents. This six-hour course includes Python foundations, working with data and APIs, and developing agents.
https://www.youtube.com/watch?v=UsfpzxZNsPo
YouTube
Python Essentials for AI Agents – Tutorial
This Python course will help you master the technical stack behind autonomous intelligence. This course is designed to take you from the core syntax of Python through the complexities of data handling and API integration, culminating in the deployment of…
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Hi folks 👋🏼
I gain a corage and stand behind a camera and start to create short tutorials explaining data/science/ai/ops concepts. This week’s sequence focusing SQL AI agents, and you can find it on TikTok and Instagram:
TikTok: https://www.tiktok.com/@rami.krispin.ds
Instagram: https://www.instagram.com/rami.krispin.ds/
Next week, I am planning to focus on running LLMs locally.
♻️ Please share if you find it useful. Thx! 🙏🏼
I gain a corage and stand behind a camera and start to create short tutorials explaining data/science/ai/ops concepts. This week’s sequence focusing SQL AI agents, and you can find it on TikTok and Instagram:
TikTok: https://www.tiktok.com/@rami.krispin.ds
Instagram: https://www.instagram.com/rami.krispin.ds/
Next week, I am planning to focus on running LLMs locally.
♻️ Please share if you find it useful. Thx! 🙏🏼
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Kubernetes Full Course 👇🏼
A new course from freeCodeCamp focusing on Kubernetes (K8). This 5-hour course is a beginner-level course, and it covers the following topics:
🔹Applications
🔹K8 cluster
🔹Container runtime and network interface
🔹Pods
🔹Scheduler
🔹Deployment
🔹Services
🔹Getway API
https://www.youtube.com/watch?v=_4uQI4ihGVU
A new course from freeCodeCamp focusing on Kubernetes (K8). This 5-hour course is a beginner-level course, and it covers the following topics:
🔹Applications
🔹K8 cluster
🔹Container runtime and network interface
🔹Pods
🔹Scheduler
🔹Deployment
🔹Services
🔹Getway API
https://www.youtube.com/watch?v=_4uQI4ihGVU
YouTube
Learn Kubernetes in 6 Hours – Full Course with Real-World Project
This complete Kubernetes course is designed to take you from a cluster novice to a cloud-native architect. You will learn to deploy a complete microservices application end-to-end, ensuring you master everything from core architecture to advanced networking.…
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Nano Banana 2 review:
https://www.youtube.com/watch?v=44URqgkHBGI
https://www.youtube.com/watch?v=44URqgkHBGI
YouTube
Nano Banana 2 - Smaller, Faster, Cheaper
In this video, I look at Google's new Nano Banana 2, their latest AI image generation model, and what makes it a significant upgrade over the original — including new features and improved quality.
Blog: https://blog.google/innovation-and-ai/technology/ai/nano…
Blog: https://blog.google/innovation-and-ai/technology/ai/nano…
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Python R-strings and Escape Sequences 🐍👇🏼
Another short and concise Python tutorial by Visually Explained focusing on R-strings.
https://www.youtube.com/watch?v=IZ0tJVeKCKE
Another short and concise Python tutorial by Visually Explained focusing on R-strings.
https://www.youtube.com/watch?v=IZ0tJVeKCKE
YouTube
Python R-strings and Escape Sequences - Visually Explained
🔵 Resources & Further Learning
- 📒 Practice notebook → https://go.visuallyexplained.co/r-strings-esc-seq-exercises
- 🔗 Python Escape Sequences cheat sheet → https://go.visuallyexplained.co/escape-sequences-reference
- 📹 Video: File Handling → https://yo…
- 📒 Practice notebook → https://go.visuallyexplained.co/r-strings-esc-seq-exercises
- 🔗 Python Escape Sequences cheat sheet → https://go.visuallyexplained.co/escape-sequences-reference
- 📹 Video: File Handling → https://yo…
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Pydantic AI Crash Course
This introduction to Pydantic AI is a beginner-level tutorial that focuses on the framework's use for AI applications.
https://www.youtube.com/watch?v=pXktHVUpXUc
This introduction to Pydantic AI is a beginner-level tutorial that focuses on the framework's use for AI applications.
https://www.youtube.com/watch?v=pXktHVUpXUc
YouTube
Pydantic AI Crash Course: Agentic Framework For Production
This video is a crash course on Pydantic AI, an agentic framework for Python, which focuses on data validation, flexibility and being production-ready.
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📚 Programming Books & Merch 📚
🐍 The Python Bible Book: https://www.neuralnine.com/books/…
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📚 Programming Books & Merch 📚
🐍 The Python Bible Book: https://www.neuralnine.com/books/…
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Issue 77 is out!
This week's agenda:
🔹 Open Source of the Week - The g6R project
🔹 New learning resources - Python for AI agents, Pydantic AI, Python R-strings, Kubernetes full course
🔹 Book of the week - Hypermodern Python Tooling by Claudio Jolowicz
Substack: https://ramikrispin.substack.com/p/hypermodern-python-tooling-the-g6r
LinkedIn: https://www.linkedin.com/feed/update/urn:li:activity:7433507526475800576/
Medium: https://medium.com/@rami.krispin/hypermodern-python-tooling-the-g6r-project-new-tutorials-issue-77-e0e4ccd7a7c1
This week's agenda:
🔹 Open Source of the Week - The g6R project
🔹 New learning resources - Python for AI agents, Pydantic AI, Python R-strings, Kubernetes full course
🔹 Book of the week - Hypermodern Python Tooling by Claudio Jolowicz
Substack: https://ramikrispin.substack.com/p/hypermodern-python-tooling-the-g6r
LinkedIn: https://www.linkedin.com/feed/update/urn:li:activity:7433507526475800576/
Medium: https://medium.com/@rami.krispin/hypermodern-python-tooling-the-g6r-project-new-tutorials-issue-77-e0e4ccd7a7c1
Substack
Hypermodern Python Tooling, the g6R Project, New Tutorials | Issue 77
A weekly curated update on data science and engineering topics and resources.
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MLOps for Beginners
The following tutorial by Ayush Singh provides an introduction to ML system design and MLOps.
https://www.youtube.com/watch?v=ruA_EYARCNg
The following tutorial by Ayush Singh provides an introduction to ML system design and MLOps.
https://www.youtube.com/watch?v=ruA_EYARCNg
YouTube
ML System Design & MLOps For Beginners
Most students know Python and TensorFlow, but 0% know how to ship production-grade models. If you can train a model but can't deploy it reliably, you won't get hired. This video is Part-1 of our Machine Learning System Design series, designed to bridge the…
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Introduction to Statistics and Data Analysis 🚀
If you are looking for a resource to get started with statistical analysis, I recommand to check the Prof. Steve Brunton Introduction to Statistics and Data Analysis playlist. This great playlist covers core topics such as:
✅ Population and random sampling methods
✅ Normal approximation
✅ Confidence intervals
✅ Central limit theorem
✅ Hypothesis testing
✅ Method of moments
✅ Bootstrap and Monte Carlo sampling
✅ Maximum Likelihood estimation
✅ Density estimation
✅ Linear regression
📽️ Playlist: https://www.youtube.com/playlist?list=PLMrJAkhIeNNT14qn1c5qdL29A1UaHamjx
📌 Subscribe to receive weekly updates: https://ramikrispin.substack.com/
#ai #machinelearning #datascience
If you are looking for a resource to get started with statistical analysis, I recommand to check the Prof. Steve Brunton Introduction to Statistics and Data Analysis playlist. This great playlist covers core topics such as:
✅ Population and random sampling methods
✅ Normal approximation
✅ Confidence intervals
✅ Central limit theorem
✅ Hypothesis testing
✅ Method of moments
✅ Bootstrap and Monte Carlo sampling
✅ Maximum Likelihood estimation
✅ Density estimation
✅ Linear regression
📽️ Playlist: https://www.youtube.com/playlist?list=PLMrJAkhIeNNT14qn1c5qdL29A1UaHamjx
📌 Subscribe to receive weekly updates: https://ramikrispin.substack.com/
#ai #machinelearning #datascience
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Claude Code Full Course 🚀
The following 4-hour course by Nick Saraev provides an end-to-end introduction to Claude Code for beginners. This includes the following topics:
✅ Settings
✅ Integration with IDE
✅ Setting up claude.md file
✅ Hooks
✅ Slash commands
✅ MCP tools
✅ Skills
📽️: https://www.youtube.com/watch?v=QoQBzR1NIqI
The following 4-hour course by Nick Saraev provides an end-to-end introduction to Claude Code for beginners. This includes the following topics:
✅ Settings
✅ Integration with IDE
✅ Setting up claude.md file
✅ Hooks
✅ Slash commands
✅ MCP tools
✅ Skills
📽️: https://www.youtube.com/watch?v=QoQBzR1NIqI
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Transformers and LLMs 🚀
This Stanford course by Afshine Amidi and Shervine Amidi provides an introduction to Transformers and Large Language Models (LLMs). This mini-course focuses on topics such as:
✅ Transformers architecture
✅ Transformers and LLMS
✅ Training and tuning
✅ Reasoning
✅ Agentic LLMS
📽️: https://www.youtube.com/playlist?list=PLoROMvodv4rOCXd21gf0CF4xr35yINeOy
📌 Subscribe to receive weekly updates: https://ramikrispin.substack.com/
This Stanford course by Afshine Amidi and Shervine Amidi provides an introduction to Transformers and Large Language Models (LLMs). This mini-course focuses on topics such as:
✅ Transformers architecture
✅ Transformers and LLMS
✅ Training and tuning
✅ Reasoning
✅ Agentic LLMS
📽️: https://www.youtube.com/playlist?list=PLoROMvodv4rOCXd21gf0CF4xr35yINeOy
📌 Subscribe to receive weekly updates: https://ramikrispin.substack.com/
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