Google Professional Machine Learning Engineer Certification (GCP-PMLE) with Practice Exam
Created by Team Mammoth
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Skill level
All levels
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Sections
15
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Lectures
103
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Instructor
Team Mammoth
What's inside
This course includes.
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15
Sections
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103
Lectures
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201
Resources
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1
Quizzes
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 00a Course Overview 2 lectures
01 Course Preview
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Source Files
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+ 01 (Prerequisite) Introduction to Machine Learning 8 lectures
01 What Is Machine Learning
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02 Types Of Machine Learning Models
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03 What Is Supervised Learning
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04 How Does A Machine Learning Agent Learn
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05 What Is Inductive Learning
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06 Performance Of A Machine Learning Algorithm
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07 Handle Noise In Data
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08 Powerful Tools With Machine Learning Libraries
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+ 02A Introduction to Cloud Computing for Machine Learning 7 lectures
01 Why Use The Cloud For Machine Learning
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02 Benefits Of Cloud Computing
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03 Public Vs Private Cloud Computing
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04 Managed Vs Unmanaged Cloud Computing
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05 Iaas Vs Paas Vs Saas In Cloud Computing
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06 Google Cloud Vs Aws Vs Azure For Machine Learning
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+ 02B Image classification with AutoML and Vertex AI in Google Cloud 4 lectures
01 Build A Google Cloud Project For Machine Learning
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02A What Is A Service Account In Google Cloud Platform
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02B Build A Service Account And Key In Google Cloud
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+ 02C Build an image dataset for classification from a Cloud Storage bucket 3 lectures
01 Image Dataset For Machine Learning From Cloud Storage
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02 Build An Image Dataset For Classification From A Cloud Storage Bucket
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+ 02D Train an AutoML image classifier machine learning model 4 lectures
01 Train An Automl Image Classifier Machine Learning Model
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02 Deploy Machine Learning Model To Cloud Endpoint
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03 Make A Prediction With A Cloud Machine Learning Model
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+ 03 Build a streaming data pipeline in Google Cloud with BigQuery 4 lectures
01 Sign In To Google Cloud
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02 Build A Bigquery Dataset In Google Cloud Console
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03 Build A Cloud Storage Bucket In Google Cloud
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+ 04 Build data streaming Dataflow Pipeline with Google Cloud API 4 lectures
01 What Is Dataflow API In Google Cloud
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02 What Is Pubsub In Google Cloud
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03 Build Data Streaming Dataflow Pipeline With Google Cloud API
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+ 05 Query and visualize data with BigQuery SQL 3 lectures
01 Analyze Streaming Data With Bigquery Google Standard SQL
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02 Visualize Bigquery Cloud Data With Google Data Studio
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Source Files
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+ Test Your Knowledge 1 lecture
Practice Exam
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Instructors
Taught by people who ship.
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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