Kaggle Courses and Certifications

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
• Self-Paced
• 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
• Self-Paced
• Free Video

DevConf

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

Discover how to secure ML models using Sigstore for digital signing, preventing supply chain attacks and ensuring model integrity through practical implementation insights from Kaggle.

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

Nvidia

How to Perform Large-Scale Image Classification

9 ratings

Learn how Kaggle Grandmasters built large-scale image classification models for landmark recognition, overcoming challenges of 81,000+ classes. Discover winning strategies, architectures, and techniques for efficient modeling and competition success.

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

Krish Naik

Implementation of End to End Kaggle Machine Learning Project With Deployment

Comprehensive guide to implementing a machine learning project for car price prediction, covering data exploration, model fitting, and deployment on Heroku.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Coursera

Preparing Text for AI Models

Master text preprocessing, tokenization, and dataset structuring for training large language models with practical skills in sourcing, cleaning, and formatting data.

• Coursera
• 7 hours 6 minutes
• Self-Paced
• Paid Course

H2O.ai

H2O Hydrogen Torch Starter Course

Master deep learning without coding - build computer vision, NLP, and audio models using H2O Hydrogen Torch. Learn dataset handling, model tuning, and real-world applications through hands-on experimentation.

• Coursera
• 2 hours 17 minutes
• Self-Paced
• Paid Course

H2O.ai

H2O Gen AI Ecosystem Overview - Level 2

Dive into H2O's GenAI platform's advanced capabilities, from data preparation to model deployment, guided by Kaggle Grand Master Sanyam Bhutani through practical techniques and real-world applications.

• Coursera
• 1 hour 11 minutes
• Self-Paced
• Paid Course

Aladdin Persson

Detecting Eye Disease Using Deep Learning - Kaggle Top 1% Solution, No Ensemble

Learn to detect eye disease using deep learning, with a top-ranked Kaggle solution. Covers data preprocessing, loss functions, augmentation, and resolution techniques for improved accuracy in medical image analysis.

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

sentdex

Coding Adventure with Kaggle and Lux AI

Journey through coding a Python AI agent for the Lux AI Kaggle competition, exploring organizational strategies, empire-building techniques, and self-preservation tactics in competitive AI development.

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

Rob Mulla

Jupyter Notebook Complete Beginner Guide - From Jupyter to Jupyterlab, Google Colab and Kaggle

Comprehensive guide to Jupyter environments: from basic notebooks to JupyterLab, Google Colab, and Kaggle. Learn setup, features, and shortcuts for efficient data science workflows.

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

How to Start a Career in Data Science

643 ratings at Udemy

The Ultimate Guide to Starting a Data Science Career: Create a Project Portfolio, Build Your Resume, Get an Interview

• Udemy
• 4 hours 17 minutes
• Self-Paced
• Paid Course

Nicholas Renotte

Can We Use ML to Understand Data Scientists - AI4Code Kaggle Competition EDA

Explore machine learning techniques to analyze data scientists' behavior through the AI4Code Kaggle competition, focusing on exploratory data analysis and insights.

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

Rob Mulla

AI CTF Solutions - DEFCon31 Hackathon and Kaggle Competition

Comprehensive walkthrough of AI hacking techniques used in DEFCon31 CTF competition, covering various attacks on machine learning models, including adversarial examples, prompt injection, and model inversion.

• YouTube
• 2 hours 51 minutes
• Self-Paced
• Free Video