1littlecoder Courses

Reddit Video Downloader in Python - Streamlit App Tutorial and Deployment

Build a Reddit video downloader app using Python, Streamlit, and Requests. Learn to fetch video links, download content, and deploy the web app on Hugging Face Spaces.

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

Automate and Deploy Jupyter Notebooks with GitHub Actions - MLOps

Learn to automate and deploy Jupyter notebooks using GitHub Actions, enhancing your MLOps workflow and streamlining the process of productionizing data science projects.

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

Image Captioning Python App with ViT and GPT2 Using Hugging Face Models - Applied Deep Learning

Learn to create an image captioning app using ViT and GPT2 models from Hugging Face. Build a Gradio interface and deploy it on the Model Hub for easy access and sharing.

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

Real-Time Live Dashboard in Python Using Streamlit - Tutorial

Create a dynamic data science dashboard using Streamlit, featuring real-time updates for finance, marketing, or system monitoring. Learn key Streamlit components and Plotly Express charts integration.

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

NFT Generative Art Creator in Python Web App Tutorial - Day 7

Learn to create generative art using Python and Samila library in a Streamlit web app. Explore mathematical functions for unique digital artwork generation.

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

Streamlit Button CSS Customization - Wordle Spoiler Tutorial

Enhance Streamlit apps with custom button CSS, web scraping, and interactive features. Deploy on Hugging Face Spaces and Streamlit Cloud for a polished Wordle spoiler application.

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

Building a PDF to Excel Table Extraction App with Python and Camelot - Day 3

Build a Python web app to extract tables from PDFs using Camelot and Streamlit. Learn file uploading, data conversion, and table display techniques.

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

Wordle Solver - Build and Deploy Streamlit App Tutorial

Learn to build and deploy a Streamlit app that assists with the popular game Wordle, using Python and NLTK. Perfect for non-native English speakers seeking word clues.

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

Deploy Static Website on Hugging Face Spaces - Portfolio Hosting

Learn to deploy static websites on Hugging Face Spaces for free, including local deployment and setting up CI/CD pipelines from GitHub for automated deployment.

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

Custom NER with spaCy v3 Tutorial - Named Entity Recognition Tutorial

Learn to build custom Named Entity Recognition models using spaCy v3, including data annotation with free tools and training techniques for improved NLP applications.

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

Topic Modelling with BERTopic - Applied NLP Tutorial

Learn topic modeling with BERTopic, extract insights from Kaggle notebooks, and create interactive visualizations. Master applied NLP techniques using transformers and c-TF-IDF for interpretable, dense topic clusters.

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

Amazon SageMaker Studio Lab Tutorial - Google Colab Alternative

Learn to use Amazon SageMaker Studio Lab, a free tool for machine learning and data science with Jupyter notebooks, Python, R, and GPU support. Explore its features and advantages over alternatives.

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

Numerizer - Spacy Powered Streamlit Deployed on Hugging Face - Applied NLP Tutorial

Learn to convert English numbers to numeric values using Numerizer, build a Streamlit app, and deploy it on Hugging Face Spaces. Gain practical NLP skills through hands-on Python coding and web app development.

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

AutoXGB - Automated ML with XGBoost + Optuna + FastAPI - Kaggle Demo

Explore AutoXGB, a Python library for automated machine learning using XGBoost, Optuna, and FastAPI. Learn its parameters and application in a Kaggle competition.

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

Streamlit ML Web App Deploy on Hugging Face Spaces with Github Actions

Learn to deploy Streamlit ML web apps on Hugging Face Spaces using GitHub Actions. Covers workflow setup, code editing with GitHub.dev, and continuous deployment for efficient ML app hosting.

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