Intermediate Python and Spark/Scala
Azure/AWS (S3, Redshift, Azure Blob Storage, Azure Data Lake Storage, Azure SQL Data warehouse)
This class is for you if:
Programmers, Developers, Technical Leads, Architects
Developers/Business Analysts aspiring to be a ‘Machine Learning Engineer'
Data Scientists/Data Analysts who want to gain expertise in Predictive Analytics
'Python' professionals who want to design automatic predictive models
Upon completion of this course, you will be able to:
Learn how to use Databricks for Python/Spark/R/Spark-SQL development
Setup job for Notebook, Setup Spark cluster
Setup BI Tool with Databricks
Intergrate CMD CLI with Databricks
Use Databrick Rest API
Use Databrick for Data Visulazation
Learn how to use the Databricks for ML/GraphX/Predictive models.
1: Sign up Databricks
2: Select a subscription type
3: Add security features (Optional)
1. Create a Clusters
2. Create a Workspace
3. Create Notebooks – Scala, Python, R, SQL
5. Accessing Data
6. Databases and Tables
8. Create Jobs
9. Developer Tools
10. Databricks File System – DBFS
11. Business Intelligence Tools
1. Configure the Cluster
1. Workspace Access Control
2. Cluster Access Control
3. Jobs Access Control
4. Table Access Control
5. Enable Token-based Authentication
This course is designed for anyone who would like to learn the essentials of data science. Students will gain hands-on experience working with some of the most in-demand big data technologies and leave ready to kickstart their data science careers.
You can find the dates of upcoming sessions and register via The Exeliq's Eventbrite page.
Our Foundations course includes four hours of lectures each week. You'll also want to allot extra time for reviewing lectures and working on the associated projects; we generally recommend setting aside at least four additional hours per week for this, but it's up to you how much time you'd like to put in.
As Foundations is intended to add a set of skills for students who are currently employed full time, we do not offer placement or job search support for this course.
With loads of data you will find relationships that aren’t real. Big data isn’t about bits, it’s about talent.