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Mammoth Club All levels 15 sections 103 lectures

Google Professional Machine Learning Engineer Certification (GCP-PMLE) with Practice Exam

01
Skill level
All levels
02
Sections
15
03
Lectures
103
04
Instructor
Team Mammoth
What's inside

This course includes.

15
Sections
103
Lectures
201
Resources
1
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

10 sections · 40 lectures
+ 00a Course Overview 2 lectures
01 Course Preview Locked
Source Files Locked
+ 01 (Prerequisite) Introduction to Machine Learning 8 lectures
01 What Is Machine Learning Locked
02 Types Of Machine Learning Models Locked
03 What Is Supervised Learning Locked
04 How Does A Machine Learning Agent Learn Locked
05 What Is Inductive Learning Locked
06 Performance Of A Machine Learning Algorithm Locked
07 Handle Noise In Data Locked
08 Powerful Tools With Machine Learning Libraries Locked
+ 02A Introduction to Cloud Computing for Machine Learning 7 lectures
01 Why Use The Cloud For Machine Learning Locked
02 Benefits Of Cloud Computing Locked
03 Public Vs Private Cloud Computing Locked
04 Managed Vs Unmanaged Cloud Computing Locked
05 Iaas Vs Paas Vs Saas In Cloud Computing Locked
06 Google Cloud Vs Aws Vs Azure For Machine Learning Locked
Source Files Locked
+ 02B Image classification with AutoML and Vertex AI in Google Cloud 4 lectures
01 Build A Google Cloud Project For Machine Learning Locked
02A What Is A Service Account In Google Cloud Platform Locked
02B Build A Service Account And Key In Google Cloud Locked
Source Files Locked
+ 02C Build an image dataset for classification from a Cloud Storage bucket 3 lectures
01 Image Dataset For Machine Learning From Cloud Storage Locked
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
01 Train An Automl Image Classifier Machine Learning Model Locked
02 Deploy Machine Learning Model To Cloud Endpoint Locked
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 4 lectures
01 Sign In To Google Cloud Locked
02 Build A Bigquery Dataset In Google Cloud Console Locked
03 Build A Cloud Storage Bucket In Google Cloud Locked
Source Files Locked
+ 04 Build data streaming Dataflow Pipeline with Google Cloud API 4 lectures
01 What Is Dataflow API In Google Cloud Locked
02 What Is Pubsub In Google Cloud Locked
03 Build Data Streaming Dataflow Pipeline With Google Cloud API Locked
Source Files Locked
+ 05 Query and visualize data with BigQuery SQL 3 lectures
01 Analyze Streaming Data With Bigquery Google Standard SQL Locked
02 Visualize Bigquery Cloud Data With Google Data Studio Locked
Source Files Locked
+ Test Your Knowledge 1 lecture
Practice Exam Locked
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.

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