Use TensorFlow and Keras to build and train neural networks for structured data.Learn about linear units, the building blocks of deep learning.Add hidden layers to your network to uncover complex...

Build convolutional neural networks with TensorFlow and Keras.Create your first computer vision model with Keras.Discover how convnets create features with convolutional layers.Learn more about...

Learn SQL for working with databases, using Google BigQuery. Learn the workflow for handling big datasets with BigQuery and SQL The foundational compontents for all SQL queries Get more interesting...

Take your SQL skills to the next level.Combine information from multiple tables.Perform complex calculations on groups of rows.Learn to query complex datatypes in BigQuery.Write queries to run faster...

Solve short hands-on challenges to perfect your data manipulation skills.You can't work with data if you can't read it. Get started here.Pro data scientists do this dozens of times a day. You can,...

Better features make better models. Discover how to get the most out of your data.Learn the steps and principles of creating better featuresLocate features with the most potential.Transform features...

Apply machine learning to real-world forecasting tasks.Use two features unique to time series: lags and time steps.Model long-term changes with moving averages and the time dummy.Create indicators...

Make great data visualizations. A great way to see the power of coding!Your first introduction to coding for data visualizationVisualize trends over timeUse color or length to compare categories in a...

Master efficient workflows for cleaning real-world, messy data.Drop missing values, or fill them in with an automated workflow.Transform numeric variables to have helpful properties.Help Python...

Learn the most important language for data science. A quick introduction to Python syntax, variable assignment, and numbers Calling functions and defining our own, and using Python's builtin...