Applying Machine Learning to your Data with Google Cloud

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Google Cloud

1:09:42

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1. Introduction

1. Course Introduction.mp4

01:30

2. Introduction to Machine Learning

1. Introduction to Machine Learning.mp4

07:11

2. Demo - Google Photos.mp4

02:27

3. What is deep learning.mp4

00:41

4. ML applications for business.mp4

03:35

5. ML terms - Instances, features, labels.mp4

02:50

6. The spectrum of ML tools.mp4

03:36

3. Pre-trained ML APIs

1. Pre-trained ML models.mp4

02:30

2. Demo - Cloud Translate and Vision APIs.mp4

05:14

4. Demo - Natural Language Processing API.mp4

03:45

6. Pluralsight - Getting Started with GCP and Qwiklabs.mp4

03:48

4. Creating ML Datasets in BigQuery

1.zip

1. What makes a dataset good for ML.mp4

02:19

2.zip

2. Choosing good features.mp4

08:43

3.zip

3. Exploring and preprocessing data.mp4

01:03

4.zip

4. Other tools for creating data pipelines.mp4

00:49

5.zip

5. Knowing the unknowable.mp4

04:34

6.zip

6. Creating repeatable dataset splits.mp4

02:03

5. Creating ML Models in BigQuery

1. Introducing BigQuery machine learning.mp4

05:13

2. Phases of model building.mp4

02:09

4. Lab Intro - Predicting Visitor Return Purchases with BigQuery.mp4

02:20

6. End of Course Recap

1. Course Summary.mp4

03:22

Description

In this course, we define what machine learning is and how it can benefit your business.

What You'll Learn?

In this course, we define what machine learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels. In the interactive labs, you will practice invoking the pre-trained ML APIs available as well as build your own Machine Learning models using just SQL with BigQuery ML.

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Machine Learning

Data Science

Data Analysis

Google Cloud

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Google Cloud can help solve your toughest problems and grow your business. With Google Cloud, their infrastructure is your infrastructure. Their tools are your tools. And their innovations are your innovations.

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.