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Building Agents: Free Course

We just released a course with > 20 videos & notebooks focused on building agents. All code is open-source and the course is free!

Context
Back in June, I gave at talk at @aiDotEngineer on building agents with LangGraph. I got ~2 hrs of questions. We took these questions along with lots of feedback we've heard from users and built a course!

Module 1: Foundations
The first module includes several notebooks & videos that focus on what is an agent explained in simple terms, how to build various types of agents (routers, ReAct, etc), how to debug them w LangGraph Studio, and how to deploy them w LangGraph Cloud.

Module 2: Memory
One of the biggest questions we've heard is how to build long-running agents, which can remember important details. We show how memory works with LangGraph, and how to use various databases (SQLite, Postgres) to serve as agent memory.

Module 3: Human-In-The-Loop
Another central question with agents is allowing humans to approve actions (tools use) or modify the agent state (add feedback). We show various human in the loop interaction patterns that are supported in LangGraph, and also show how to stream the graph state during agent execution for human review.

Module 4: Controllability
The final module focuses on various design patterns for agent control flow, including parallelization of tasks and creating multi-agent teams with their own tasks / internal memory. This builds up into a customizable multi agent system for research that pulls together themes from the entire course.

Course (links to code, all videos):
https://academy.langchain.com/courses/intro-to-langgraph

http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python

Andrew Ng just released two new AI Python courses for beginners!

The course teaches how to write code using AI.

If you're thinking about learning to code, now is the perfect time to do so.

https://deeplearning.ai/short-courses/ai-python-for-beginners/

http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python

Data Science Cheat Sheets
Quick help to make a data scientist's life easier

About Dataset
A collection of cheat sheets for various data-science related languages and topics


http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python

Data Science Cheat Sheets
Quick help to make a data scientist's life easier ✅

http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python

✅ Screenshot-To-Code

🔨 This is a simple application that converts a screenshot into HTML/Tailwind CSS code .

✔️ The app uses GPT-4 Vision to generate code and DALL-E 3 to create similar images .

✅ The app has a React/Vite frontend and a FastAPI backend , and requires an OpenAI API key with access to the GPT-4 Vision API .

🔗 links: https://github.com/abi/screenshot-to-code

📂 Tags: #html #openai #chatgpt

http://t.me/codeprogrammer 🔒

📂 Tags: #transformers #python #nlp

http://t.me/codeprogrammer 🔒

The Transformer's encoder clearly explained 👇

📂 Tags: #transformers #python #nlp

http://t.me/codeprogrammer 🔒

The Transformer's decoder clearly explained 👇

📂 Tags: #transformers #python #nlp

http://t.me/codeprogrammer 🔒

The Transformers architecture clearly explained 🫴

K-Means clustering, visually explained

📂 Tags: #python #ML

http://t.me/codeprogrammer 🔒

📂 Tags: #python #ML #SVM

http://t.me/codeprogrammer 🔒

Support Vector Machine clearly explained! 👇

Recurrent Neural Network (RNN) by hand ✍️ Excel

📂 Tags: #python #ML #RNN

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

Categorical data encoding techniques, visually explained

📂 Tags: #python #ML

http://t.me/codeprogrammer ⭐️

MLP by hand ✍️ Excel

📂 Tags: #python #ML #MLP

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

LeakyReLU by hand ✍️ Excel

📂 Tags: #python #ML #AI

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

ResNet by hand ✍️ Excel

📂 Tags: #python #ML #AI

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

Transformer by hand ✍️ Excel

📂 Tags: #python #ML #Transformer

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

LSTM by hand ✍️ Excel

📂 Tags: #python #ML #LSTM

http://t.me/codeprogrammer ⭐️

Download Excel file 👇