The Rust Fundamentals course was fantastic for formalizing my base Rust knowledge. It was well-paced for both beginner and experienced developers.

Jeff Mitchell

Full Stack Developer

The course was incredibly informative and well-structured. I gained practical skills that immediately applied in my work, making it a highly valuable learning experience.

Eman Nisar

Data Scientist & ML Engineer

The course on AI Fundamentals is not only engaging but also practical. Having worked with AWS before, the way it explained Azure cncepts made switching seamless and easy to grasp.

Saurav Subash Prasad

Data Scientist

I can say that it's a great series of courses for those who are looking to practical MLOps knowledge.

Pasan Fernando

Graduate, Faculty of Engineering

Trusted by 1M+ Learners

Our university-grade curriculum has helped professionals worldwide transform their careers in AI, Data Science, Cloud Computing, and programming..

Same curriculum taught at Duke, Northwestern, and UC Davis

Practical, hands-on projects that mirror real-world challenges

Industry-recognized certification upon completion

4 weeks, 85 lessons total which includes hands-on labs, quizzes, and a certification.

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Learn from top university instructors

The curated content for the bootcamp is based on the same material we use at top universities like Duke University, Northwestern, and UC Davis.

Practical and hands on

The material and content goes beyond the basic theory and is meant for you to practice, enhancing your learning.

Get access to high-quality, curated content

All exercises, readings, examples, and video content is of extremely high quality and you will get access to all of it in this bootcamp.

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Syllabus

This course is packed with useful content, curated from our experience working with top-tier universities and learners all around the world. Get certified at the end of this course with a shareable digital badge.

Week 1

Overview architecture
Key terms
Create manage clusters
Terminate clusters
Restart clusters

Week 2

Dev environment intro
Installing using Databricks CLI
Databricks Rstudio
Intro notebooks
Share notebooks
Multi language support

Week 3

Transform Spark SQL
Create tables files
Query external sources
Delta lake Pipelines
Z order optimization
Key terms

Week 4

Delta live tables
Continuous Triggered
Configure auto Loader
Overview Databricks jobs
Multi task Workflows
Task Dependencies
Unified catalog access
Unity catalog Quickstart python
Apply object security

Custom training for your company

We are ready to deliver this and other training to your group. We can usually accommodate different requirements and are flexible with the number of seats. Reach out to us at contact@paiml.com

Bulk pricing available
Customizable content
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