Showing results for "databricks" in Courses
Databricks Topic: Analytics | Code: DAWD
This course provides a comprehensive introduction to Databricks SQL. It is meant to help learners prepare for the Associate level Data Analysis on Databricks SQL certification exam. Learners will...
Databricks Topic: Analytics | Code: ADEWD
In this course, students will build upon their existing knowledge of Apache Spark, Structured Streaming, and Delta Lake to unlock the full potential of the data lakehouse by utilizing the suite of...
Databricks Topic: Data Science | Code: DEWD
This course begins with a review of programming with Spark APIs and an introduction to key terms and definitions of Databricks data engineering tools, followed by an overview of DB Connect, the Spark...
Databricks Topic: Spark | Code: ASPWD
This course uses a case study driven approach to explore the fundamentals of Spark Programming with Databricks, including Spark architecture, the DataFrame API, Structured Streaming, and query...
Azure Data and AI Topic: Public Cloud | Code: DP-090T00
Azure Databricks is a cloud-scale platform for data analytics and machine learning. In this one-day course, you'll learn how to use Azure Databricks to explore, prepare, and model data; and integrate...
Databricks Topic: Data Science | Code: DEEPLEARNING
This course begins by covering the basics of neural networks and the tensorflow.keras API. We will then focus on using Spark to scale our models, including distributed training, hyperparameter tuning,...
Databricks Topic: Spark | Code: SCALABLEML
This course guides students through the process of building machine learning solutions using Spark. You will build and tune ML models with SparkML using transformers, estimators, and pipelines. This...
Databricks Topic: Python | Code: PYTHON-PB
Introduction to Python for Data Science and Data Engineering
Databricks Topic: Spark | Code: OPTSPARK
In this course, students will explore five key problems that represent the vast majority of performance problems in an Apache Spark application: skew, spill, shuffle, storage, and serialization. With...
Databricks Topic: Python | Code: JEPFAS
This course begins with a basic introduction to values, variables, and data types. It then progresses into conditional and control statements followed up with an introduction to methods, functions,...
Databricks Topic: AI & Machine Learning | Code: MLPROD
First, this course explores managing the experimentation process using MLflow with a focus on end-to-end reproducibility including data, model, and experiment tracking. Second, students operationalize...
Azure Data and AI Topic: Public Cloud | Code: DP-203T00
In this course, the student will learn about the data engineering as it pertains to working with batch and real-time analytical solutions using Azure data platform technologies. Students will begin by...
Azure Data and AI Topic: Public Cloud | Code: DP-900T00
In this course, students will gain foundational knowledge of core data concepts and how they are implemented using Microsoft Azure data services.Students will identify and describe core data concepts...