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Summary

The courses included in this learning bundle are listed in alphabetical order. If you need help deciding which courses are right for you, please reference the learning pathway images below.

All Learning Paths
Business Leaders Learning Path
 SQL Analyst Learning Path
 Platform Administrator Learning Path
Data Scientist Learning Path
 Data Engineer Learning Path

Content

Apache Spark Programming with Databricks

Applications of SQL on Databricks

Applied Statistics with Databricks

Associate SQL Analyst Accreditation

AWS Databricks Cloud Architecture and System Integration Fundamentals

AWS Databricks Cluster Usage Management

AWS Databricks Data Access Management

AWS Databricks Identity Access Management

AWS Databricks Security Fundamentals

AWS Databricks SQL Analytics Administration

AWS Databricks Workspace Deployment

Azure Databricks Cloud Architecture and System Integration Fundamentals

Azure Databricks Cluster Usage Management

Azure Databricks Data Access Management

Azure Databricks Identity Access Management

Azure Databricks Security Fundamentals

Azure Databricks SQL Analytics Administration

Azure Databricks Workspace Deployment

Certification Prep Course for the Databricks Certified Associate Developer for Apache Spark Exam

Collection: AWS Databricks Workspace Administration

Collection: Azure Databricks Workspace Administration

Data Engineering with Databricks

Data Science on Databricks Rapidstart

Data Science on Databricks: The Bias-Variance Tradeoff

Data Visualization with Databricks SQL Analytics

Databricks Command Line Interface (CLI) Fundamentals

Databricks on Google Cloud: Architecture and Security Fundamentals

Databricks on Google Cloud: Cloud Architecture and System Integration

Databricks on Google Cloud: Cluster Usage Management

Databricks on Google Cloud: Workspace Deployment

Databricks SQL Analytics Fundamentals

Databricks with R

Databricks Workspace Fundamentals for Business Analytics

Databricks: How-To Videos

Delta Lake Rapid Start with Python

Delta Lake Rapid Start with Spark SQL

Deploying a Machine Learning Project with MLflow Projects

Fundamentals of Big Data

Fundamentals of Data Lakes and Data Warehouses

Fundamentals of Delta Lake

Fundamentals of Delta Lake Accreditation

Fundamentals of Lakehouse Architecture

Fundamentals of Machine Learning

Fundamentals of Structured Streaming

Fundamentals of Unified Data Analytics with Databricks

Fundamentals of Unified Data Analytics with Databricks Accreditation

Google Cloud Fundamentals

How to Code-Along with Self-Paced Courses

How to Manage Clusters in Databricks

Introduction to Apache Spark Architecture

Introduction to Applied Unsupervised Learning

Introduction to Databricks Connect

Introduction to Feature Engineering and Selection with Databricks

Introduction to Hyperparameter Optimization with Databricks

Introduction to Natural Language Processing with Databricks

Introduction to SQL on Databricks

Just Enough Python for Apache Spark™

Lakehouse with Delta Lake Deep Dive

Natural Language Processing at Scale with Databricks

Optimizing Apache Spark on Databricks

Quick Reference: CI/CD

Quick Reference: Databricks Workspace User Interface

Quick Reference: Managing Databricks Notebooks with the Databricks Workspace

Quick Reference: Relational Entities on Databricks

Quick Reference: Spark Architecture

Scalable Machine Learning with Apache Spark

Setting Up SQL Analytics

SQL Coding Challenges

Structured Streaming

Tracking Experiments with MLflow

What's New In Spark 3.0