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Catalog / All levels / Google Machine Learning Engineer Certification with 10 Practice Tests
Mammoth Club All levels 11 sections 46 lectures

Google Machine Learning Engineer Certification with 10 Practice Tests

Want to earn more with in-demand AI skills? This bundle gets you certified—fast.

Created by Team Mammoth
·
46 lectures
01
Skill level
All levels
02
Sections
11
03
Lectures
46
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
11
Sections
✓
3
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content

Curriculum & lectures.

11 sections · 46 lectures
+ Welcome! 1 lecture
Submit a Question / Feedback Locked
+ 00a Course Overview 1 lecture
01 Course Preview Locked
+ 01 (Prerequisite) Introduction to Machine Learning 10 lectures
01A What Is Machine Learning Locked
01B Types Of Machine Learning Models Locked
01C What Is Supervised Learning Locked
01D What Is Unsupervised Learning Locked
02 How Does A Machine Learning Agent Learn Locked
03 What Is Inductive Learning Locked
04 Performance Of A Machine Learning Algorithm Locked
05 Handle Noise In Data Locked
06 Powerful Tools With Machine Learning Libraries Locked
Quiz - Machine Learning Locked
+ 02a Introduction to Cloud Computing for Machine Learning 8 lectures
02A-01 Why Use The Cloud For Machine Learning Locked
02A-02 Benefits Of Cloud Computing Locked
02A-03 Public Vs Private Cloud Computing Locked
02A-04 Managed Vs Unmanaged Cloud Computing Locked
02A-05 LaaS Vs PaaS Vs SaaS In Cloud Computing Locked
02A-06 Google Cloud Vs AWS Vs Azure For Machine Learning Locked
Source Files Locked
Quiz - Google Cloud Vs AWS Vs Azure For Machine Learning Locked
+ 02b Image classification with AutoML and Vertex AI in Google Cloud 5 lectures
02B-01 Build A Google Cloud Project For Machine Learning Locked
02B-02A What Is A Service Account In Google Cloud Platform Locked
02B-02B Build A Service Account And Key In Google Cloud Locked
Source Files Locked
Quiz - Image Classification Locked
+ 02c Build an image dataset for classification from a Cloud Storage bucket 3 lectures
02C-01 Image Dataset For Machine Learning From Cloud Storage Locked
02C-02 Build An Image Dataset For Classification From A Cloud Storage Bucket Locked
Source Files Locked
+ 02d Train an AutoML image classifier machine learning model 4 lectures
02D-01 Train An Automl Image Classifier Machine Learning Model Locked
02D-02 Deploy Machine Learning Model To Cloud Endpoint Locked
02D-03 Make A Prediction With A Cloud Machine Learning Model Locked
Source Files Locked
+ 03 Build a streaming data pipeline in Google Cloud with BigQuery 5 lectures
03-01 Sign In To Google Cloud Locked
03-02 Build A Bigquery Dataset In Google Cloud Console Locked
03-03 Build A Cloud Storage Bucket In Google Cloud Locked
Source Files Locked
Flashcards - Streaming data pipeline Locked
+ 04 Build data streaming Dataflow Pipeline with Google Cloud API 4 lectures
04-01 What Is Dataflow API In Google Cloud Locked
04-02 What Is Pubsub In Google Cloud Locked
04-03 Build Data Streaming Dataflow Pipeline With Google Cloud API Locked
Source Files Locked
+ 05 Query and visualize data with BigQuery SQL 4 lectures
05-01 Analyze Streaming Data With Bigquery Google Standard SQL Locked
05-02 Visualize Bigquery Cloud Data With Google Data Studio Locked
Source Files Locked
Mindmap - BigQuery SQL Locked
+ Where to find your exam 1 lecture
Find Your Exams Locked
Description

About this course.

Learn how to design, build, and deploy real machine learning solutions using Google Cloud. Master tools like AutoML, BigQuery, Dataflow, and Vertex AI through hands-on labs and interactive study games.


✅ Understand core ML concepts and model types with real-world context

✅ Learn how to use Google Cloud for ML projects—from training to deployment

✅ Build and deploy image classification models with AutoML and Vertex AI

✅ Create streaming data pipelines using BigQuery, Dataflow, and Pub/Sub

✅ Make predictions with deployed models using Google Cloud ML tools

✅ Practice with flow diagrams, flashcard decks, logic puzzles, matching games, and fill-in-the-blank assessments


🎁 Includes 10 practice exams with unlimited attempts and downloadable source files. Lifetime access included.


If you're ready to become a Google Certified ML Engineer and boost your earning power—this is your fast track to success. Enroll now and start building smart.

Instructors

Taught by people who ship.

Team Mammoth

Team Mammoth

Instructor

Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.

Ready to start building?

Want to earn more with in-demand AI skills? This bundle gets you certified—fast.

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