Kaggle Courses and Certifications

Open Data Science

ODSC West 2015 - Anthony Goldbloom - "Kaggle- The Home of Data Science"

Explore Kaggle's role in data science, machine learning competitions, and innovative approaches to problem-solving with insights from CEO Anthony Goldbloom.

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

Rob Mulla

Kaggle Competition Starter Notebook Walkthrough

Learn to create a starter notebook for a Kaggle competition, covering feature engineering, cross-validation, and LightGBM modeling. Gain practical insights from a Kaggle Grandmaster on predictive modeling and Python coding.

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

Jeff Heaton

Kaggle Notebooks - Introduction to Cloud-Based Data Science Platforms

Explore Kaggle notebooks for seamless data access, free GPU usage, and efficient machine learning model development without complex local setups.

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

Jeff Heaton

Introduction to Kaggle for Data Science Competitions - Lecture 8.1

Learn to navigate Kaggle competitions, understand public and private leaderboards, and prepare for a custom dataset assignment using Large Language Models in this data science and machine learning guide.

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

Kaggle Data Science Competition Course - Solve Three Challenges Step-by-Step

Enhance data science skills through step-by-step solutions to three Kaggle challenges: advanced regression, Titanic dataset, and Spaceship Titanic. Gain practical insights and improve machine learning techniques.

• freeCodeCamp
• 1 hour 35 minutes
• On-Demand
• Free Video

Winning a Kaggle Competition in Python

Learn how to approach and win competitions on Kaggle.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course (Audit)

Nicholas Renotte

Build a ML Classification Model in 12 Lines with PyCaret

Learn to rapidly build and evaluate a heart disease prediction model using PyCaret, a low-code ML library. Covers data loading, model training, testing, and saving in just 12 lines of code.

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

1littlecoder

Make a Beautiful Ggplot2 Bar Chart from Basic to Powerful Themes

Learn to create stunning ggplot2 bar charts in R, from basic techniques to advanced theming. Master data cleaning, chart customization, and professional visualization using real-world crime data.

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

Nvidia

Boosted Trees and Deep Neural Networks for Better Recommender Systems

Explore GPU-accelerated boosted trees and deep neural networks for building winning recommender systems, featuring insights from Kaggle Grandmasters on the ACM RecSys Challenge.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Ken Jee

Build a Data Science Portfolio

Learn to create an impressive data science portfolio website using Github Pages, Hugo, and other tools to showcase your skills and projects effectively.

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

Lucid Programming

Data Science

Learn data science techniques using Python, Pandas, and TensorFlow. Explore regression analysis and practical applications with wine datasets on Kaggle.

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

International PHP Conference

Building Recommender System in PHP8

Develop a fully functional Movie Recommendation Engine using PHP8 and Kaggle datasets. Learn recommendation system basics and create a customizable solution for personalized movie suggestions.

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

Simplifying Testing of Spark Applications

Learn techniques to simplify testing Spark applications, covering Python UDFs, Pandas UDFs, and functional APIs. Explore practical scenarios and demos for efficient data processing and analysis.

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