Kaggle Courses

Career Certificate

Data Scientist

11 ratings

Build production-ready data science projects with reproducible machine learning pipelines and a hybrid recommendation system.

• Udacity
• 61 hours
• Self-Paced
• Paid Course

Career Certificate

AWS Machine Learning Engineer Nanodegree

11 ratings

Learn to build, deploy, and operationalize machine learning models on Amazon SageMaker, using AWS Lambda and Step Functions to automate scalable workflows.

• Udacity
• 94 hours
• Self-Paced
• Paid Course

Career Certificate

Introduction to Machine Learning with TensorFlow

5 ratings

Build supervised models with linear regression, decision trees, Naive Bayes and SVMs, apply K-means and Gaussian mixtures, and train a TensorFlow neural network image classifier.

• Udacity
• 49 hours
• Self-Paced
• Paid Course

Career Certificate

Introduction to Machine Learning with Pytorch

5 ratings

Build supervised, unsupervised, and deep learning models with PyTorch: fit classification and regression models, cluster with K-means and Gaussian mixtures, and train an image classifier.

• Udacity
• 49 hours
• Self-Paced
• Paid Course

Supervised Learning

In this course, you'll learn about different types of supervised learning and how to use them to solve real-world problems.

• Udacity
• 17 hours
• Self-Paced
• Paid Course

Intro to Machine Learning

5 ratings

Eight short videos unpack Kaggle’s introductory machine learning lessons, from model validation and overfitting to random forests, competitions, and AutoML.

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

Deep Learning

1 rating

Explore deep learning through convolutional models, transfer learning, data augmentation, TensorFlow, Keras, and TPU acceleration.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Tensor Processing Units - TPUs

Explore TPU architecture, systolic arrays, bfloat16, TFRecords, and practical techniques for troubleshooting and optimizing deep-learning workloads.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

SQL Summer Camp

In this series of videos, Kaggle Data Scientist, Rachael, will walk you through how to use SQL.

• YouTube
• 11 hours
• Self-Paced
• Free Video

Dashboarding with Notebooks

Learn Dashboarding with Notebooks with Kaggle! In this course, you will learn about what information to include, best practices for making dashboards, running notebooks with Kaggle API, scheduling notebook runs using cloud services, and testing and valid…

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video