Data Scientist learning path

Welcome Data Scientists!

New training, accreditations, and certifications are released regularly. Please take notice of the anticipated release date. If the item you are looking for is not currently available, please check back soon!

1. Unified Data Analytics Accreditation

Demonstrate your knowledge of fundamental concepts related to Unified Data Analytics.

Fundamentals of Big Data
Fundamentals of Unified Data Analytics
Unified Data Analytics Accreditation

Electives:
Fundamentals of Data Lakes and Data Warehouses
Fundamentals of Machine Learning
Fundamentals of Structured Streaming

2. Delta Lake Fundamentals Accreditation

Demonstrate your knowledge of fundamental concepts related to Delta Lake as you learn about Databricks.

Fundamentals of Delta Lake
Delta Lake Fundamentals Accreditation

Electives:
Introduction to Lakehouse Architecture

3. Apache Spark Associate Developer

Demonstrate your understanding of the basics of the Spark architecture and the ability to apply the Spark DataFrame API to complete individual data manipulation tasks.

Apache Spark Programming with Databricks

Electives:
Databricks with R
Delta Lake Rapid Start with Python
Delta Lake Rapid Start with Spark SQL
Quick Reference Spark Architecture
Introduction to Apache Spark’s Architecture
Just Enough Python for Apache Spark
Quick Reference: Databricks Workspace UI
Quick Reference: Managing Notebooks with the Databricks Workspace
Quick Reference: Relational Entities on Databricks
What’s New with Apache Spark 3.0

4. Data Science Professional

Demonstrate your understanding of the basics of machine learning, the steps in the machine learning lifecycle, the understanding of basic machine learning algorithms and techniques, and the understanding of the basics of machine learning model management.

Scalable Machine Learning with Apache Spark

Electives:
Applied Statistics with Databricks
Data Science on Databricks Rapid Start
Data Science on Databricks - The Bias Variance Tradeoff
Deploying a Machine Learning Project with MLflow Projects
Introduction to Feature Engineering and Selection with Databricks
Introduction to Natural Language Processing with Databricks
Natural Language Processing at Scale with Databricks
Tracking Experiments with MLflow

Certificate:
Databricks Certified Professional Data Scientist

Enroll now

Notice - All Databricks platform customers receive access to the training courses and accreditations listed on this page for free. Please check your learning dashboard.

To register for this learning path please click "Add to Cart" below.

The training is priced from $ 2000.00 USD per participant

Note: You are purchasing this training for 1 user for 1 year

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