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Mammoth Club All levels 11 sections 46 lectures

Google Professional Machine Learning Engineer Certification v 1.1

Design and deploy scalable machine learning systems on Google Cloud Platform

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
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Course content

Curriculum & lectures.

11 sections · 46 lectures
+ Welcome! 1 lecture Preview
Submit a Question / Feedback Locked
+ 00a Course Overview 1 lecture
01 Course Preview Locked
+ 01 (Prerequisite) Introduction to Machine Learning 10 lectures
00A What Is Machine Learning Locked
00B Types Of Machine Learning Models Locked
00C What Is Supervised Learning Locked
00D What Is Unsupervised Learning Locked
01 How Does A Machine Learning Agent Learn Locked
02 What Is Inductive Learning Locked
03 Performance Of A Machine Learning Algorithm Locked
04 Handle Noise In Data Locked
05 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 Iaas 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.

Do you want to make more money? This course will teach you how to design, build, and deploy machine learning models using Google Cloud, with hands-on experience in AutoML, BigQuery, and Dataflow.

Introduction to Machine Learning: Understand the basics of machine learning, types of models, and the learning process.

Cloud Computing for ML: Learn why the cloud is essential for machine learning and how to use Google Cloud for ML projects.

Image Classification with AutoML and Vertex AI: Build image datasets, train and deploy machine learning models using AutoML and Vertex AI.

Data Pipeline with BigQuery: Create and manage streaming data pipelines with BigQuery and visualize the data using Google Data Studio.

Dataflow and Pub/Sub: Learn how to build data pipelines with the Dataflow API and Pub/Sub for real-time data processing.

Machine Learning Model Deployment: Deploy machine learning models to the cloud and make predictions with Google Cloud Machine Learning tools.

Real-World Labs: Gain hands-on experience building and deploying models, managing datasets, and processing data on Google Cloud.

Take 10 practice exams with infinite attempts to perfect your skills. Enroll now to become a certified Google Professional Machine Learning Engineer and advance your career in AI and machine learning!

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?

Design and deploy scalable machine learning systems on Google Cloud Platform

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