Managing Machine Learning Projects with Google Cloud Course at Google

Quick facts

particular	details
Medium of instructions English	Mode of learning Self study	Mode of Delivery Video and Text Based

Course overview

The Managing Machine Learning Projects with Google Cloud certification course is designed as a beginner level programme. The programme can be joined from the platform of Coursera. It offers a self-paced learning experience and students can learn from the available study material without any restrictions.

The programme does not charge any amount for joining and learning from the course. Participants will be able to complete the whole Managing Machine Learning Projects with Google Cloud certification syllabus in approximately fourteen hours as it contains eight modules that will take up to a month. Students will be able to gain information regarding machine learning with respect to business problems.

Students will be able to obtain a certificate if they complete the Managing Machine Learning Projects with Google Cloud programme within the given time. Candidates have the option to reset the deadlines according to the schedule of their suitability. The course also includes quizzes, readings, discussions, and assignments in order to provide a better learning experience for the students. The topics included in the Managing Machine Learning Projects with Google Cloud certification can be completed in the duration of one to three hours.

The highlights

Online mode
Beginner level learning experience
14 hours required for the course
Four weeks course
Flexible timings and deadlines
Offered by Coursera
Study material available

Program offerings

Discussion forum
Practice exercise
Readings
Video sessions
Assessments

Course and certificate fees

Students can also opt for 7 days free trial.

Managing Machine Learning Projects with Google Cloud Fees Details

Heads	Amount in Rupees
Course fee	Rs. 3,615

certificate availability

Yes

certificate providing authority

Google

Eligibility criteria

Certification Qualifying Details

In case the students want to acquire a certificate for the online programme, he or she will have to take the subscription by paying the mentioned amount.

What you will learn

Machine learning

Once the programme completes, the students will learn about the following elements:

Candidates will learn about the feasibility of machine learning use cases in the Managing Machine Learning Projects with Google Cloud training.
Students will learn about the impact of machine learning on the business.
Participants will acquire knowledge regarding the requirements to build a machine learning model.
Learners will be able to identify and evaluate a machine learning model in the Managing Machine Learning Projects with Google Cloud online course.
Participants will understand the data characteristics and aspects that affect the quality of machine learning models.
Students will gain insights and learn about the main concepts used for managing machine learning projects.
Candidates will be able to learn the usage of machine learning ethically in the Managing Machine Learning Projects with Google Cloud certification.

Admission details

Participants have to follow the given procedure in order to be a part of the programme-

Step 1 - Students have to visit the course webpage.

Step 2- Students will have to enrol themselves in the programme by clicking on the Enroll for the free tab.

Step 3- Students will have to log in or sign up using their Gmail or Facebook credentials.

Step 4- After logging in, students will have to click on the Go to course tab and access the course.

The syllabus

Week 1

Introduction

How to download course resources
Course Slides
How to send feedback

Identifying business value for using ML

Introduction
Phase 1: Assess feasibility
AI vs ML vs Deep Learning
Practice assessing the feasibility of ML use cases

Week 2

Defining ML as a practice

Predictive insights and decisions
Data quality
Saving the world's bees
Practice series: Analyze the ML use case
Exercise review and Why ML now
More ML examples
Standard algorithm and data
Google Assistant for accessibility
Common ML problem types

Building and evaluating ML models

Lab 1: Review
Features and labels
Building labelled datasets
Introduction to hands-on labs
Training an ML model
General best practices

Week 3

Using ML responsibly and ethically

Guidelines and Hands-on Lab
Google's AI Principles
Common types of human bias
Lab 2: Review
Evaluating model fairness
Human bias in ML

Discovering ML use cases in day-to-day business

Personalize applications with ML
Sentiment analysis and Hands-on Lab
Lab 3: Review
Creative uses of ML
Automate processes and understand unstructured data
Replacing rule-based systems with ML

Week 4

Managing ML projects successfully

Key consideration 1: business value
Data strategy (pillars 4–7)
Lab 4: Review
Create a culture of innovation and Hands-on Lab
Build successful ML teams
Data strategy (pillars 1–3)
Data governance

Summary

Scholarship Details

Students will have to apply for the scholarship by filling out an online application form by clicking on the Financial aid option given at the top and bottom of the page.

How it helps

The Managing Machine Learning Projects with Google Cloud programme is offered in online mode. Participants will be able to understand the concepts of machine learning in this programme. Students who enrol on the programme can access the course for free in the audit mode. The study material of the course includes quizzes, readings, assignments, etc. for the students. The Managing Machine Learning Projects with Google Cloud by Coursera can be pursued according to the speed of the candidate.

The certification achieved through this online training holds great market value. The Managing Machine Learning Projects with Google Cloud certification benefits the people who want to make their career in the field of machine learning. The certificates are sharable in nature and thus can be shared on professional platforms like LinkedIn. The course can be helpful in getting relevant job or internship opportunities for the students.

Candidates who want to pursue a professional level course in machine learning can pursue this programme as it can help them apply for a higher level degree. The Managing Machine Learning Projects with Google Cloud certification course can be beneficial for business professionals as it can help them understand problems prevailing in the market.