Databricks Certified Machine Learning Associate 2023

Description:

Promo code for this course from June 17, 2023 to June 22, 2023 only $9.99: 61A4D49A6613236BC641

Promo code for this course in June only $12.99: C0E5C14F4F0EA7B9AE4E

Note: when you use the promo code to buy this course, you will have a chance to get some more promo codes when you register for the databricks certification exam (promo code from 25% to 75%, give you if we are available).

Look no further if you've been searching for a complete set of realistic, top-notch practice questions for the Databricks Certified Machine Learning test.

These current practice examinations give you the information and self-assurance you require to ace the test. Based on the actual arrangement of themes and tenor in the actual exam, all 45 questions were entirely new creations. The exam's questions cover all subject matter, including details about SparkML and machine learning.

The majority of questions offer thorough answers that allow you to learn from your mistakes as well as connections to expert web information and the SparkML documentation that will further your understanding of how Spark functions.

SAMPLE QUESTION

Curious about what a high-quality question looks like? Here is an example from the DataFrame API section of the practice exams!

Question:

A health organization is developing a classification model to determine whether or not a patient currently has a specific type of infection. The organization's leaders want to maximize the number of cases identified by the model.

Which of the following classification metrics should be used to evaluate the model?

A. Accuracy   

B. RMSE

C. Precision

D. Recall

Correct Answer:

C. Precision

Explanation:

Because:  A model that gets the diagnose right for every healthy person, but also miss half of the disease cases. That wouldn’t be a very good algorithm would it?

COURSE CONTENT

The practice exams cover the following topics:

*Note: now,  this test is missing because I am preparing the explanation. Hope for your understanding!!!

• Databricks Machine Learning  - 13/45 questions (Fully Explained)

• ML Workflows – 13/45 questions (Fully Explained)

• Spark ML – 15/45 questions  (Fully Explanations)

• Scaling ML Models – 4/45 questions (Fully Explanations)

The questions in the test are related to:

• Understand Databricks Machine Learning and its capabilities within machine learning workflows, including:

  • Databricks Machine Learning (clusters, Repos, Jobs)

  • Databricks Runtime for Machine Learning (basics, libraries)

  • AutoML (classification, regression, forecasting)

  • Feature Store (basics)

  • MLflow (Tracking, Models, Model Registry)

• Implement correct decisions in machine learning workflows, including:

  • Exploratory data analysis (summary statistics, outlier removal)

  • Feature engineering (missing value imputation, one-hot-encoding)

  • Tuning (hyperparameter basics, hyperparameter parallelization)

  • Evaluation and selection (cross-validation, evaluation metrics)

• Implement machine learning solutions at scale using Spark ML and other tools, including:

  • Distributed ML Concepts

  • Spark ML Modeling APIs (data splitting, training, evaluation, estimators vs. transformers, pipelines)

  • Hyperopt

  • Pandas API on Spark

  • Pandas UDFs and Pandas Function APIs

• Understand advanced scaling characteristics of classical machine learning models, including:

  • Distributed Linear Regression

  • Distributed Decision Trees

  • Ensembling Methods (bagging, boosting)

LET'S GET YOU CERTIFIED!

Ready to pass your Databricks Certified Machine Learning Associate exam? Click “Buy now” and immediately get started with these benefits:

• Get 2 practice exams with 90 high-quality questions in total, mimicking the original exam

• Take the exams as many times as you would like

• Get support from the instructor if you have questions

• Dive in deeper with the detailed explanations and links to additional resources for most questions

• Access the exams anywhere, anytime on your desktop, tablet, or mobile device through the Udemy app

• 30-days money back guarantee if you are not satisfied

I am excited to have you as a student and to see you pass the exam, taking your next career step as a Databricks Databricks Certified Machine Learning Associate !

Who this course is for:

• For those who are about to take the Databricks Certified Machine Learning Associate  exam in Python

• For all IT and data professionals who want to brush up their Spark knowledge for a job interview

• For all learners who want to level up their career with an official Databricks certification