Code With Aarohi Courses

Open3D Tutorial - 3D Data Processing - Visualize 3D Data

2 ratings

Learn to use Open3D to read, write, visualize, crop, color, and downsample 3D point clouds and meshes.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Object Detection with Deep Learning - Complete Tutorial

1 rating

Master object detection with YOLO, R-CNN, and SSD through hands-on Python implementations, custom datasets, and real-world applications like traffic signs and disease detection.

• YouTube
• 13 hours 8 minutes
• Self-Paced
• Free Video

YOLO11 Custom Object Detection Tutorial - Step by Step

Implement custom object detection using YOLO11, from dataset preparation to model training and inference, with step-by-step guidance.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

YOLO11 Instance Segmentation on Custom Dataset

Perform instance segmentation on custom datasets using YOLO11, focusing on brain tumor detection with step-by-step guidance and resources.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

YOLOv11 for Real-Time Class-Wise Vehicle Counting and Tracking

Master real-time vehicle detection and tracking using YOLO11, implementing class-wise counting with BoT-SORT and ByteTrack algorithms for traffic analysis and smart city applications.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Vision Transformers (ViTs) - A Beginner's Guide to Image Processing with Transformers

Dive into Vision Transformers (ViTs), exploring core concepts like linear projection, multihead attention layers, and patch embedding in a beginner-friendly, comprehensive walkthrough.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

YOLO11 Tutorial on Object Detection, Segmentation, Pose Estimation and Image Classification

Learn cutting-edge object detection, segmentation, pose estimation, and image classification using YOLO11. Master state-of-the-art techniques for fast, accurate, and flexible computer vision tasks.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Segment Anything Model 2 (SAM 2) - Advanced Image and Video Segmentation

Explore Meta AI's advanced image and video segmentation model SAM 2, its capabilities, and implementation for zero-shot object segmentation tasks.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Building a Q&A App with RAG, LangChain, and Open-Source LLMs - Step-by-Step Guide

Step-by-step guide to building a Q&A application using RAG, LangChain, and open-source LLMs. Learn to create a sophisticated system leveraging cutting-edge AI technology for efficient question answering.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Build a Q&A App with RAG Using Gemini Pro and LangChain

Learn to create an intelligent Q&A app using Retrieval-Augmented Generation, Gemini Pro, and LangChain. Master advanced retrieval techniques to enhance chatbot performance and build a powerful AI-driven application.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Retrieval-Augmented Generation: Enhancing AI Models - Lecture 7

Explore Retrieval-Augmented Generation (RAG): theory, components, and practical implementation. Enhance AI models' capabilities with this comprehensive overview for beginners and enthusiasts alike.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Chat with Database using LangChain - Lecture 5

Learn to interact with MySQL databases using LangChain and LLMs. Create an app that translates English inputs into SQL queries, retrieves data, and presents results.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Understanding Agno (formerly Phidata) - Multimodal Agentic AI Framework - L-16

Discover Agno's lightweight multimodal AI framework - build agents in microseconds with just 6.5 KiB per agent, handling text, images, audio & video for real-world applications.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Understanding LLMs - Conceptually and Mathematically - Lecture 1

Grasp the mathematical foundations of Large Language Models through probability theory, autoregressive modeling, and next-token prediction using practical examples.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Build a Mini GPT Model From Scratch Using PyTorch - Complete Step-by-Step Tutorial for Beginners

Discover how to build a Mini GPT language model from scratch using PyTorch with step-by-step guidance on tokenization, architecture, training, and predictions for beginners.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video