Welcome to The Gradient Path!

I’m Samuele Giampieri, AI engineer, developer, and passionate tutorial creator. Here, I make artificial intelligence and machine learning accessible for everyone, from basics to advanced AI agents and automation.

Each video is paired with hands-on code and real projects, all available on GitHub.
Dive deeper with my main repos:
https://github.com/samugit83/TheGradientPath
https://github.com/samugit83/AutoCodeAgent2.0

What to expect?

Step-by-step tutorials for TensorFlow, PyTorch, Keras, and more
Build chatbots, agents, and intelligent apps from scratch
Practical guides to mastering AI tools and cloud solutions
Deep dives into neural networks, NLP, computer vision, and generative AI

Join our community to explore, experiment, and have fun with AI. Subscribe and start your journey on The Gradient Path!

From Zero to LLM: Build & Train Your Own LLM from Scratch with Keras! (Step-by-Step Visual Guide)
52:15
From Zero to LLM: Build & Train Your Own LLM from Scratch with Keras! (Step-by-Step Visual Guide)
Mastering Time Series Forecasting: Build a Transformer Model in Keras - Predict Stock prices
43:42
Mastering Time Series Forecasting: Build a Transformer Model in Keras - Predict Stock prices
Train a Model to Reason like Deepseek with UnSloth | GRPO | LoRA - Fine-Tuning CoT Tutorial 🚀🤖
28:56
Train a Model to Reason like Deepseek with UnSloth | GRPO | LoRA - Fine-Tuning CoT Tutorial 🚀🤖
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
19:45
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
🚀 Build an MCP Server from Scratch with FastAPI & WebSockets + Client AI agent with text-to-sql 😎✨
51:50
🚀 Build an MCP Server from Scratch with FastAPI & WebSockets + Client AI agent with text-to-sql 😎✨
Fine-Tuning a Pre-Trained LLM for AI Agent Tool Selection (Hugging Face Transformers Tutorial)
18:25
Fine-Tuning a Pre-Trained LLM for AI Agent Tool Selection (Hugging Face Transformers Tutorial)
🚀 Learn how to Apply DQN Reinforcement Learning to Agents - AutoCodeAgent v1.8.0 - with Meta RL Rag
20:15
🚀 Learn how to Apply DQN Reinforcement Learning to Agents - AutoCodeAgent v1.8.0 - with Meta RL Rag
Code Your Own Browser Operator With New Open AI CUA api - AutoCodeAgent new release 1.7.0 websocket
11:59
Code Your Own Browser Operator With New Open AI CUA api - AutoCodeAgent new release 1.7.0 websocket
AutoCodeAgent v1.6.0 - run your LLMs Locally with Ollama integration - Deepseek Llama Phi4 qwen2.5
3:22
AutoCodeAgent v1.6.0 - run your LLMs Locally with Ollama integration - Deepseek Llama Phi4 qwen2.5
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - Llama Index Context Window
11:03
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - Llama Index Context Window
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - HyDE RAG explained
5:11
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - HyDE RAG explained
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - Adaptive RAG explained
12:50
AI Agent - AutoCodeAgent v1.5.0 Unleashed with 3 New RAG Techniques - Adaptive RAG explained
Deep Research - but Open Source and Code Explained! AutoCodeAgent vers. 1.4.0 with Deep Search Mode!
31:25
Deep Research - but Open Source and Code Explained! AutoCodeAgent vers. 1.4.0 with Deep Search Mode!
AutoCodeAgent + 130 Langchain Tools - The best Open Source Auto Code AI Agent - new vers 1.3.0
7:12
AutoCodeAgent + 130 Langchain Tools - The best Open Source Auto Code AI Agent - new vers 1.3.0
AutoCodeAgent - new release 1.2.0 - RAG Llama index as tool + Code Validation - AI Agent Tutorial
7:11
AutoCodeAgent - new release 1.2.0 - RAG Llama index as tool + Code Validation - AI Agent Tutorial
Unlocking AutoCodeAgent: A Deep Dive into AI-Powered Code Agents
10:14
Unlocking AutoCodeAgent: A Deep Dive into AI-Powered Code Agents
AutoCodeAgent + SurfAi. This Is Fire! Watch in Action Solving more complex Tasks!
2:36
AutoCodeAgent + SurfAi. This Is Fire! Watch in Action Solving more complex Tasks!
AutoCodeAgent + SurfAi. This Is Fire! A Browser Automation Agent as a Tool for A Code Agent!
3:39
AutoCodeAgent + SurfAi. This Is Fire! A Browser Automation Agent as a Tool for A Code Agent!
SurfAi ver 1.1.0 - AI Browser Agent Task: Search for an available hotel on Booking.com and get info
1:27
SurfAi ver 1.1.0 - AI Browser Agent Task: Search for an available hotel on Booking.com and get info
SurfAi: AI Browser Agent & Playwright - Task: Add a new work experience on LinkedIn
5:22
SurfAi: AI Browser Agent & Playwright - Task: Add a new work experience on LinkedIn
SurfAi: AI Browser Agent & Playwright - Task: Linkedin Post with Credentials
1:39
SurfAi: AI Browser Agent & Playwright - Task: Linkedin Post with Credentials
SurfAi: AI-Powered Web Automation Agent & Playwright - Task: Automate a job application on LinkedIn
3:36
SurfAi: AI-Powered Web Automation Agent & Playwright - Task: Automate a job application on LinkedIn
AutoCodeAgent 2.0: Revolutionizing AI with Hybrid Vector Graph RAG & Neo4j Integration!
8:09
AutoCodeAgent 2.0: Revolutionizing AI with Hybrid Vector Graph RAG & Neo4j Integration!
AutoCode Agent 2.0 with RAG ingestion and retrieval as a Tool
2:51
AutoCode Agent 2.0 with RAG ingestion and retrieval as a Tool
AutoCode Agent: An advanced AI Agent that generate and execute code
4:20
AutoCode Agent: An advanced AI Agent that generate and execute code
Create an AI Agent with Tools and Persistent session with Py transitions
1:50
Create an AI Agent with Tools and Persistent session with Py transitions
Solve complex task with Interactive Multiagent System
20:03
Solve complex task with Interactive Multiagent System
Build a Mindblowing Chat GPT WebApp with a Web Scraper Superagent and Custom Knowledge - AWS Bedrock
4:20:47
Build a Mindblowing Chat GPT WebApp with a Web Scraper Superagent and Custom Knowledge - AWS Bedrock
Git Cloning Made Simple: Easy Steps to Clone a Repository from Server or Local to GitHub!
8:00
Git Cloning Made Simple: Easy Steps to Clone a Repository from Server or Local to GitHub!
Deploying a Next.js 13 14 App on AWS EC2 with VS Code - Step-by-Step Beginner's Tutorial
13:01
Deploying a Next.js 13 14 App on AWS EC2 with VS Code - Step-by-Step Beginner's Tutorial