1littlecoder Courses

Gemini 2.5 Unlocks Hard Mode - Video Understanding

Explore Gemini 2.5's breakthrough capabilities in video understanding, outperforming GPT-4.1 and rivaling specialized models while offering cost-effective alternatives for developers.

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

Hugging Face Agents - Full Tutorial

Explore Hugging Face's new Transformers Agents API for natural language-driven multimodal tasks, including image generation and text-to-speech, with extensible tools and practical examples.

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

Learn DALL-E 2 - DALL-E 2 Beginner Tutorial

Comprehensive guide to DALL-E 2: text-to-image generation, image variations, editing, and saving. Covers basics for beginners with practical demonstrations and tips.

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

Build MultiPage Python App with Streamlit - Streamlit Native Multi-Page Tutorial

Learn to build multi-page Python web apps with Streamlit's new native support. Covers setup, demo, project structure, code walkthrough, page reordering, and live app creation.

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

YouTube Video Transcript Summarizer - Hugging Face Speech-to-Text ASR - Video Summarizer Project

Learn to build a YouTube video summarizer using Python, Hugging Face ASR, and text summarization techniques. Covers audio extraction, speech-to-text conversion, and transcript summarization with live demo.

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

GitHub Star History Tracker in Python - End-to-End Streamlit Tutorial

Learn to build a GitHub Stars History Tracker using Python and Streamlit. Create an end-to-end web app that visualizes repository star data, from design to deployment on Streamlit Cloud.

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

What Is Hugging Face - Crash Course - ML Products for Beginners

Comprehensive overview of Hugging Face's ML ecosystem, covering its company background, key products, and tools for NLP and machine learning, suitable for beginners without coding.

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

What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial

Explore interpretable machine learning with Python, covering LIME and SHAP techniques for explainable AI. Learn why ML explainability matters and how to implement it in your projects.

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

Make a Beautiful Ggplot2 Bar Chart from Basic to Powerful Themes

Learn to create stunning ggplot2 bar charts in R, from basic techniques to advanced theming. Master data cleaning, chart customization, and professional visualization using real-world crime data.

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

AI Avatars with Dreambooth Alternative LORA Based Stable Diffusion Fine-Tuning on Free Colab

Learn to create personalized AI avatars using LORA, a faster Stable Diffusion fine-tuning method. Explore efficient model adaptation, small file sizes, and improved performance on Google Colab.

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

Comparing AI Image Caption Models: GIT, BLIP, and ViT+GPT2

Explore a comparison of three cutting-edge AI image captioning models, analyzing their performance across diverse images and understanding their unique approaches to vision-language tasks.

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

Stable Diffusion 2.0 Fine-Tuning with DreamBooth on Free Colab

Fine-tune Stable Diffusion 2.0 with DreamBooth on free Google Colab. Create custom AI avatars and profile pictures. Learn data collection, processing, model training, inference, and conversion for Automatic1111 compatibility.

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

Multilingual Video Caption Generator with OpenAI Whisper - Full Tutorial

Learn to create a multilingual video subtitle generator using OpenAI Whisper, Python, and Gradio. Build, deploy, and use this free tool for automatic captioning in various languages.

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

Replace ANYTHING with Stable Diffusion AI InPainting Tool Using Gradio

Learn to create an AI in-painting tool using Hugging Face Gradio and Diffusers, enabling you to replace any element in an image with Stable Diffusion technology.

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

DALL-E 2 vs Stable Diffusion AI - Which Is Better?

Comparative analysis of DALL-E 2 and Stable Diffusion AI, showcasing their capabilities through photo creation and highlighting key differences between these AI image generation tools.

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