1littlecoder Courses

Python Libraries and Operator Overloading for Machine Learning - Day 7 of 30 Days of ML

Explore Python libraries for machine learning, focusing on external code integration and operator overloading. Part of a 30-day challenge to build daily ML coding habits.

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

Python Strings and Dictionaries for Machine Learning - Day 6 of 30 Days of ML

Explore Python strings and dictionaries for machine learning, focusing on text manipulation and data organization techniques essential for ML projects.

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

Python Loops and List Comprehension - Kaggle 30 Days of ML Day 5

Explore Python loops and list comprehensions for efficient code execution in machine learning, condensing multi-line operations into concise, powerful one-liners.

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

Python Lists and Tuples for Machine Learning - Day 5 of 30 Days of ML

Learn Python lists and tuples for machine learning, focusing on storing and managing ordered collections of values. Practical examples and exercises included to reinforce key concepts.

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

Python Tutorial to Build Image-to-Text App Using EasyOCR and Streamlit

Build an image-to-text web app using EasyOCR and Streamlit. Extract text from images with Python in this hands-on data science project. Learn web app development and optical character recognition.

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

Python Boolean, Conditionals, and IF-ELSE Statements - Kaggle 30 Days of ML Day 4

Learn Python fundamentals for machine learning: Booleans, conditionals, and if-else statements. Part of Kaggle's 30 Days of ML challenge to build daily coding habits.

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

Python Functions and Getting Help - Kaggle 30 Days of ML Day 3

Learn Python functions for machine learning, including defining and calling functions, getting help, and practical exercises to reinforce your understanding.

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

Python Basics for Machine Learning - Day 2 of Kaggle's 30 Days of ML Challenge

Learn Python fundamentals for machine learning, covering data manipulation, visualization, and deep learning tools in this comprehensive 30-day challenge.

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

Building an Open Source Grammarly API Alternative with Gramformer and FastAPI in Python

Learn to create an open-source grammar correction API using Gramformer and FastAPI in Python. Develop a script, build the API, and explore its functionality through a hands-on demonstration.

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

How to Become a Practical Data Scientist with Kaggle Learn

Discover a comprehensive, free path to becoming a practical data scientist using Kaggle Learn's step-by-step courses, covering Python, machine learning, data visualization, and more.

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

PyTorch NLP Model Training and Fine-Tuning on Colab TPU Multi-GPU with Accelerate

Learn to train and fine-tune PyTorch NLP models on Colab TPU using Hugging Face's Accelerate library for efficient multi-GPU/TPU implementation with minimal code changes.

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

AutoML Frameworks Accuracy Comparison with Kaggle Data

Explore the performance of popular AutoML frameworks across 10 Kaggle competitions, analyzing their accuracy and effectiveness in tackling real-world machine learning challenges.

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

Build Streamlit Dashboard Template for Python Data Science

Learn to build interactive data science dashboards using Streamlit in Python, covering layout design, data visualization, and customization techniques for creating professional-looking web applications.

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

AI Text Generation with GPT-2 - Fine-Tuning on Indian Food Recipes Dataset

Learn to fine-tune GPT-2 for custom text generation using Indian food recipes dataset. Explore aitextgen package, data preparation, and model training for creative AI-generated content.

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

Building and Deploying a YouTube Thumbnail Downloader with Python and Streamlit

Learn to create and deploy a Python-based YouTube thumbnail downloader using Streamlit, from concept to live web application. Gain practical experience in building and hosting a useful tool for content creators.

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