About this Course

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Intermediate Level
Approx. 8 hours to complete
English

Instructor

Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 8 hours to complete
English

Offered by

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Google Cloud

Syllabus - What you will learn from this course

Week
1

Week 1

6 minutes to complete

Introduction

6 minutes to complete
2 videos (Total 6 min)
2 videos
Getting Started with Google Cloud and Qwiklabs4m
1 hour to complete

Introduction to Analytics and AI

1 hour to complete
4 videos (Total 18 min)
4 videos
Machine Learning and AI3m
ML options on Google Cloud Platform1m
Game: Reviewing key ML concepts5m
1 practice exercise
Introduction to Analytics and AI30m
1 hour to complete

Prebuilt ML model APIs for Unstructured Data

1 hour to complete
3 videos (Total 9 min)
3 videos
ML APIs for Enriching Data4m
Lab Intro: Using the Natural Language API to Classify Unstructured Text47s
1 practice exercise
Prebuilt ML model APIs for Unstructured Data4m
2 hours to complete

Big Data Analytics with Cloud AI Platform Notebooks

2 hours to complete
3 videos (Total 7 min)
3 videos
BigQuery Magic and Ties to Pandas1m
Lab Intro: BigQuery in Jupyter Labs on AI Platform28s
1 practice exercise
Big Data Analytics with Cloud AI Platform Notebooks30m
Week
2

Week 2

1 hour to complete

Productionizing Custom ML Models

1 hour to complete
6 videos (Total 14 min)
6 videos
Ways to do custom ML on GCP5m
Kubeflow4m
AI Hub1m
Lab Intro: Running AI models on Kubeflow11s
Summary23s
1 practice exercise
Productionizing Custom ML Models4m
2 hours to complete

Custom Model building with SQL in BigQuery ML

2 hours to complete
6 videos (Total 15 min)
6 videos
Classification, Regregression, and Recommender Models5m
Unsupervised ML with Clustering Models2m
Lab Intro: Predict Bike Trip Duration with a Regression Model in BQML19s
Lab Intro: Movie Recommendations in BigQuery ML16s
Summary15s
1 practice exercise
Custom Model building with SQL in BigQuery ML4m
1 hour to complete

Custom Model Building with Cloud AutoML

1 hour to complete
4 videos (Total 26 min)
4 videos
Auto ML Vision2m
Auto ML NLP3m
Auto ML Tables7m
1 practice exercise
Custom Model Building with Cloud AutoML4m
3 minutes to complete

Summary

3 minutes to complete
1 video (Total 3 min)
1 video

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