Introduction to AI and Machine Learning on Google Cloud

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2:48:54

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1-Introduction

1 -Course introduction.mp4

05:01

2-AI Foundations

2 -Introduction.mp4

01:09

3 -Why AI.mp4

05:17

4 -AI ML architecture on Google Cloud.mp4

08:02

5 -Google Cloud infrastructure.mp4

08:06

6 -Data and AI products.mp4

03:51

7 -ML model categories.mp4

05:47

8 -BigQuery ML.mp4

05:10

9 -Lab introduction.mp4

00:36

10 -Summary.mp4

01:39

3-AI Development Options

11 -Introduction.mp4

01:50

12 -AI developement options.mp4

05:14

13 -Pre-trained APIs.mp4

06:47

14 -Vertex AI.mp4

04:51

15 -AutoML.mp4

05:03

16 -Custom training.mp4

05:44

17 -Lab introduction.mp4

04:32

18 -Summary.mp4

01:12

4-AI Development Workflow

19 -Introduction.mp4

01:43

20 -ML workflow.mp4

03:01

21 -Data preparation.mp4

04:24

22 -Model development.mp4

06:09

23 -Model serving.mp4

03:19

24 -MLOps and workflow automation.mp4

06:41

25 -Lab introduction.mp4

03:48

26 -How a machine learns.mp4

10:49

27 -Summary.mp4

01:17

5-Generative AI

28 -Introduction.mp4

01:39

29 -Generative AI and workflow.mp4

06:35

30 -Gemini multimodal.mp4

08:47

31 -Prompt design.mp4

06:50

32 -Model tuning.mp4

05:36

33 -Model Garden.mp4

04:09

34 -AI solutions.mp4

06:11

35 -Lab introduction.mp4

00:28

36 -Summary.mp4

01:20

6-Summary

37 -Course summary.mp4

06:17

Description

This course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects.

What You'll Learn?

This course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. It explores the technologies, products, and tools available throughout the data-to-AI life cycle, encompassing AI foundations, development, and solutions. It aims to help data scientists, AI developers, and ML engineers enhance their skills and knowledge through engaging learning experiences and practical hands-on exercises.

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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.