Kaggle Courses and Certifications

1littlecoder

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

1littlecoder

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

1littlecoder

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

Google Cloud Tech

The State of Data Science and Machine Learning in 2022 - Kaggle Survey Insights

Explore insights from Kaggle's annual survey on data scientists, covering backgrounds, tools, work life, and industry trends. Gain valuable perspective on the field's current state.

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

1littlecoder

Interpretable Machine Learning - Kaggle Course

Discover machine learning explainability through feature importance, SHAP values, and partial dependence plots with hands-on Python implementation and real-world use cases.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Free Video

1littlecoder

Kaggle 30 Days of ML - Day 12 - Missing Values and Categorical Variables

Explore missing values and categorical variables in machine learning, learning practical approaches to handle data imperfections and enhance model performance.

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

1littlecoder

Kaggle Competition Submission - Learn Python ML in 30 Days - Day 11

Learn to participate in machine learning competitions on Kaggle. Create and submit predictions, improving your skills through hands-on practice in a real-world competitive environment.

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

1littlecoder

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

1littlecoder

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

Software Engineering Courses - SE Courses

How to Do SDXL Training with Kohya LoRA - Kaggle - No GPU Required

Master Stable Diffusion XL training using Kaggle's free GPUs. Learn to set up, train, and utilize LoRA models with Kohya SS GUI, optimizing your AI image generation workflow.

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

Software Engineering Courses - SE Courses

How to Use Stable Diffusion, SDXL, ControlNet, LoRAs for Free Without a GPU on Kaggle Like Google Colab

Learn to use Stable Diffusion, SDXL, ControlNet, and LoRAs for free on Kaggle without a GPU. Step-by-step guide covers setup, model downloads, extensions, and troubleshooting for AI image generation.

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

Software Engineering Courses - SE Courses

LivePortrait Cloud Tutorial - No-GPU Image Animation on RunPod, MassedCompute, and Kaggle

Step-by-step guide to using LivePortrait on cloud platforms for animating static images. Learn installation, setup, and operation on MassedCompute, RunPod, and Kaggle, with tips for efficient use and troubleshooting.

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

Software Engineering Courses - SE Courses

SANA Ultra HD Text-to-Image Model Installation and Usage Guide - Windows, Cloud, and Kaggle

Master NVIDIA's SANA text-to-image model implementation across Windows, cloud platforms, and Kaggle. Learn installation, configuration, and efficient usage for generating ultra-HD images with step-by-step guidance.

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

Data Science Conference

Fine-tune LLMs from Kaggle Models using (Q)LoRA

Discover how to fine-tune Large Language Models using Kaggle's environment and the quantized Low-Rank Adaptation method for optimized performance in this practical demonstration.

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

OpenSSF

Taming the Wild West of ML - Practical Model Signing With Sigstore on Kaggle

Discover how to secure ML models at scale using Sigstore on Kaggle, addressing model poisoning and supply chain vulnerabilities in machine learning workflows.

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