1littlecoder Courses

BigScience BLOOM LLM - AI Text Generation Tutorial in Python

Learn to generate text using BLOOM, an open-source multilingual language model. Explore its capabilities, understand its significance, and get hands-on experience with Python coding in Google Colab.

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

PyScript Tutorial: Machine Learning with Scikit-Learn - Training and Interactive Prediction

Create interactive machine learning app with PyScript: upload CSV, train models, and make predictions using Pandas, Panel, and Scikit-Learn.

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

PyScript Tutorial: Upload CSV with Pandas and Panel - No JavaScript Required

Create a PyScript app to upload and process CSV files using Pandas and Panel, without JavaScript, leveraging FileInput widget for seamless data handling.

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

ML-Powered Web Apps - React, Javascript Tutorial with Gradio API - Hugging Face

Build ML-powered web apps using Gradio API on Hugging Face Spaces. Learn to integrate machine learning capabilities into vanilla JavaScript or React applications for free.

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

PyScript: Python's JavaScript Friend - Deployment on GitHub Pages

Explore PyScript's potential for data professionals, its relationship with JavaScript, and learn how to deploy it on GitHub Pages.

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

Real-Time Live Speech-to-Text - Streaming ASR Gradio App with Hugging Face Tutorial

Build a real-time speech-to-text app using Hugging Face Transformers and Gradio. Learn to implement live audio transcription with Facebook's Wav2Vec2 model in this hands-on tutorial.

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

Automated Screenshot Tweeting Twitter Bot in Python - Build and Deploy

Learn to create an automated Python Twitter bot that tweets website screenshots, using GitHub Actions for scheduling and deployment.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• 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