1littlecoder Courses

Unsupervised Key Phrases Extraction with RAKE - Applied NLP Tutorial in Python

Learn to extract key phrases and topics from text using RAKE algorithm in Python. Practical NLP tutorial covering concept explanation and hands-on coding implementation on Kaggle.

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

Command Line Tool for Large CSV Manipulation - Data Science CLI

Learn to efficiently manipulate large CSV files using 'xsv', a powerful command-line tool for filtering, slicing, and analyzing data, enhancing your data science workflow.

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

Excel to Simple Web Dashboard in R with FlexDashboard and Hosting on Hugging Face Spaces

Learn to create a simple web dashboard in R using FlexDashboard, transforming Excel data into an interactive visualization, and deploy it on Hugging Face Spaces for easy sharing and accessibility.

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

Build Machine Learning Blog with FastPages - Jupyter Notebook-Based Data Science Platform

Learn to create a free machine learning blog using FastPages, a powerful tool for data scientists to publish content from Jupyter Notebooks, Markdown, and Word documents.

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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video