Venelin Valkov Courses

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

7 reviews

Fine-tune YOLO v5 for custom object detection using PyTorch. Learn model installation, training, evaluation, and application on a clothing dataset.

• YouTube
• 31 minutes
• On-Demand
• Free Video

DeepSeek Coder- AI Writes Code - LLM For Code Generation Beats ChatGPT, ChatDev & Code Llama

2 reviews

Explore DeepSeek Coder's capabilities in coding tasks, from simple functions to complex problems and app development. Compare its performance to other AI models in various programming scenarios.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Build Powerful AI Agents with ChatGPT-GPT-4 - Python Tutorial for Cryptocurrency Analysis

1 review

Explore AutoGen for creating AI agents with LLMs. Learn to build a stock price analyzer and a multi-agent system for cryptocurrency analysis using Python and GPT models.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Build 100% Local AI Agent to Chat with Your Files - Private AI Knowledge Base with MCP and RAG

1 review

Discover how to build CogVault, a completely local AI agent that chats with your PDFs and documents using Qwen3, MCP tools, RAG, and Streamlit without cloud dependency.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Evaluate LayoutLMv3 for Document Classification - Save & Load Model to HuggingFace Hub

1 review

Learn to evaluate LayoutLMv3 for document classification, save and load models to HuggingFace Hub, and analyze performance using confusion matrices in this hands-on tutorial.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Local Llama 3.2 (3B) Tutorial - Summarization, Structured Text Extraction, and Data Labelling

1 review

Explore Llama 3.2 (3B) on Ollama for summarization, data extraction, and labeling. Learn setup, coding, and practical applications in this hands-on tutorial.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Grok: Overview, Tech Stack, PromptIDE and Sample Prompts

Explore Grok, xAI's witty AI companion with real-time knowledge. Learn about its capabilities, tech stack, PromptIDE, and performance compared to other LLMs in this comprehensive overview.

• YouTube
• 20 minutes
• On-Demand
• Free Video

GPT4All - Run on GPU in Google Colab Notebook

Learn to run GPT4All, a free ChatGPT-like model, on Google Colab. Explore setup, prompts, and comparisons with ChatGPT in this hands-on tutorial.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Deploy LLM to Production on Single GPU - REST API for Falcon 7B with QLoRA on Inference Endpoints

Learn to deploy a fine-tuned Falcon 7B model with QLoRA to production using HuggingFace Inference Endpoints, creating a REST API for efficient and scalable inference on a single GPU.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Chat with Multiple PDFs Using Llama 2 and LangChain - Use Private LLM and Free Embeddings for QA

Learn to build a chatbot using Llama 2 and LangChain to answer questions from multiple PDFs. Explore private LLM integration, vector stores, and efficient document retrieval techniques.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Customer Support Chatbot Using Custom Knowledge Base with LangChain and Private LLM

Build a customer support chatbot using custom knowledge, LangChain, and a private LLM. Learn to create, embed data, and implement conversational and QA chains for real-time responses on a single GPU.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Mastery List GPT- Chat with Your ToDo List - Time Management and Habits with ChatGPT and LangChain

Learn to build a Streamlit app for habit scheduling using ChatGPT and LangChain. Integrate Google Sheets, implement efficient prompts, and create an interactive schedule interface for effective time management.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Long Sequence Modeling with up to 8K Tokens - Overview, Dataset & Google Colab Code

Explore XGen-7B's capabilities in long sequence modeling, including performance on NLP tasks, code generation, and document comprehension. Hands-on demo using Google Colab.

• YouTube
• 27 minutes
• On-Demand
• Free Video

LangChain Models- ChatGPT, Flan Alpaca, OpenAI Embeddings, Prompt Templates & Streaming

Explore LangChain's capabilities with chat models, embeddings, and prompt templates. Learn to enhance responses and stream output for efficient language model integration.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Fine-Tuning LLM with QLoRA on Single GPU - Training Falcon-7b on ChatBot Support FAQ Dataset

Learn to fine-tune Falcon-7b LLM on a custom dataset using QLoRA. Covers model loading, LoRA adapter implementation, fine-tuning, progress monitoring, and performance evaluation on chatbot support FAQs.

• YouTube
• 30 minutes
• On-Demand
• Free Video