Kaggle Courses and Certifications

Winning a Kaggle Competition in Python

Master the art of winning Kaggle competitions with this 4-hour course. Learn to structure Data Science competitions, avoid overfitting, perform advanced feature engineering, and model ensembling.

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

Ken Jee

Build a Data Science Portfolio

Learn to create a data science portfolio from scratch with Ken Jee's video tutorials, including using Github Pages and comparing Kaggle vs Github.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Lucid Programming

Data Science

Learn Data Science with Lucid Programming. Master Python, Pandas, Tensorflow, and Kaggle in just 1-2 hours.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Open Data Science

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

Explore the world of data science with Anthony Goldbloom, CEO of Kaggle, in this less than 1-hour material from Open Data Science. Dive into topics like machine learning, competition strategies, and neural networks.

• YouTube
• 39 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Build a ML Classification Model in 12 Lines with PyCaret

Learn to build a heart disease prediction model using PyCaret, a low-code ML library, with Nicholas Renotte. Understand data loading, model training, evaluation, and saving in under 1 hour.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

1littlecoder

Make a Beautiful Ggplot2 Bar Chart from Basic to Powerful Themes

Learn to create stunning ggplot2 bar charts in R with 1littlecoder's tutorial. Master skills like cleaning column names, flipping coordinates, and adding labels in under an hour.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

Edan Meyer

Can OpenAI Codex Compete in an ML Competition?

Explore OpenAI Codex's capabilities in ML competitions with Edan Meyer's concise guide. Learn to generate and test LSTM models in under an hour.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

Rob Mulla

Detect Text in Images with Python - Pytesseract vs. EasyOCR vs. Keras OCR

Learn to extract text from images using Python with Rob Mulla. Compare pytesseract, easyocr, and keras_ocr libraries in under an hour.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

Abhishek Thakur

Text Extraction From a Corpus Using BERT - Question Answering

Learn text extraction using BERT with Abhishek Thakur. This 1-2 hour material covers coding environment, targets, sentiment, IDs, evaluation, and training.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Online Course

1littlecoder

AutoXGB - Automated ML with XGBoost + Optuna + FastAPI - Kaggle Demo

Learn to use AutoXGB, a Python library for Automated Machine Learning, developed by Kaggle Grandmaster, Abhishek Thakur. This less than 1-hour tutorial by 1littlecoder covers building and tuning models.

• YouTube
• 24 minutes
• On-Demand
• Free Online Course

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 resources, without needing a GPU. This SE Courses tutorial offers a step-by-step guide to enhance your skills.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

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 and image generative AI models for free on Kaggle, with SE Courses' tutorial. Understand how to set up and use Kaggle notebooks, download models, and generate images.

• YouTube
• 51 minutes
• On-Demand
• Free Online Course

Visualization of UK accidents using Plotly Express

Learn to visualize UK road accident data using Plotly Express in this 1.5-hour project-based course by Coursera Project Network. Gain insights into accident trends, severity, and related factors.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

【Kaggleで学ぼう】Python と Keras で学ぶディープラーニング開発入門

895 ratings at Udemy

データサイエンスの基礎を学んで、目指せKaggler (カグラー) ! TensorFlowとKerasで短期間にディープラーニングによるAI開発手法を学び、Kaggleコンペティションに挑戦し、データサイエンティストとして活躍しよう！

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Kaggleで始めるPython AI機械学習入門コース｜高評価現役講師が丁寧にレクチャー

731 ratings at Udemy

現役データサイエンティスト兼セミナー講師が作成した「Pythonによる機械学習プログラミング」の講座です。初めて学ぶ方を対象に、一から必要なことを丁寧に紹介します。基礎を学んだ後に「自発的に踏み出せるようになる」ことが講座のゴールです！

• Udemy
• 6 hours
• On-Demand
• Paid Course