AI Capstone Project with Deep Learning

BY
IBM via Coursera

Enhance your skills in artificial intelligence through deep learning by pursuing the certification of the AI Capstone Project with Deep Learning by Coursera.

Lavel

Expert

Mode

Online

Duration

3 Weeks

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based
Learning efforts 5 Hours Per Week

Course overview

The AI Capstone Project with Deep Learning certification course provides an advanced level of training to all its participants. The programme is within the reach of the students at no cost as it can be accessed for free in the audit mode. The course is made accessible to every aspirant through the platform Coursera. Students who enrol for this hundred per cent online training will be able to gain a deep understanding of AI. 

The course revolves around the topics of preprocessing data, building a model, validity of a model, etc. The programme is a part of a course named IBM AI Engineering that is also a Coursera programme and is in association with IBM. The curriculum of the AI Capstone Project with Deep Learning online course is managed by two industry experts that will help the students understand the concepts. 

The course material of the subject also provides hands-on experience through projects. Along with the projects, it includes quizzes, assignments, practises exercises, etc. The course does not have any restrictions with respect to admission eligibility criteria, deadlines, or attendance. The content of the AI Capstone Project with the Deep Learning certification syllabus is divided into 3 weeks and can be completely finished in around 5 hours. If the student is able to complete the course in the fixed time he or she will be able to achieve a certificate at the end of the programme.

The highlights

  • Advanced level course
  • Flexible timings
  • Free training
  • Offered by Coursera
  • 16 hours of learning
  • 7 days free trial period
  • Certificate available after the completion of course
  • Financial aid available
  • In association with IBM
  • Online learning experience

Program offerings

  • Readings
  • Quizzes
  • Assignments
  • Practice exercises
  • Discussion groups
  • Video lectures.

Course and certificate fees

  • Students have full liberty to access the course for free in the audit mode. 

AI Capstone Project with Deep Learning fee details

Certification 

Fee Amount in INR

AI Capstone Project with Deep Learning (Audit)

Free

AI Capstone Project with Deep Learning - 1 month
Rs.4,115/-
AI Capstone Project with Deep Learning - 3 months
Rs.8,230/-
AI Capstone Project with Deep Learning - 6 months
Rs.12,345/-
certificate availability

Yes

certificate providing authority

Coursera

Who it is for

The AI Capstone Project with Deep Learning by Coursera is intended for the following people-

  • Artificial intelligence engineers
  • Machine learning engineers
  • Individuals looking for a job in the relevant domain.

Eligibility criteria

Certification Qualifying Details

Students will be able to receive a certificate for the programme only if they complete the eligibility of completing the course entirely. 

What you will learn

Machine learning Knowledge of artificial intelligence Knowledge of python Knowledge of algorithms

Aspirants of the AI Capstone Project with Deep Learning training will be able to acquire the following information through this course-

  • Students will come to know about the process of creating a deep learning pipeline in the programme.
  • Learners will gain information regarding deep learning methods to be used in artificial intelligence.
  • Candidates will gain an understanding of the creation of models by using real data by applying deep learning in the AI Capstone Project with the Deep Learning programme.
  • Participants will come to know about the different outcomes of the deep learning projects in the course.
  • Students will be able to build a deep learning model to solve a real-life problem in the programme.
  • Learners will acquire knowledge regarding the building of a linear classifier in the AI Capstone Project with Deep Learning certification. 
  • Students will be able to make a comparison of different classifiers made using different components in the programme.

The syllabus

Module 1 - Loading Data

Videos
  • Introduction
  • Choose one library only (Pytorch or Keras)
  • Loading data
  • Keras stream
Practice exercises
  • Download Data
  • Loading Data with Keras
  • Opt-in to receive your badge!

Module 2

Video
  • Data preparation with Pytorch
Practice Exercises
  • Data loader PyTorch
  • Data Preparation with Keras

Module 3

Video
  • Linear classifier Pytorch review
Practice Exercises
  • Linear Classifier PyTorch
  • Building a Classifier with Pre-Trained Models

Module 4

Video
  • Pretrained models with Resnet 18 review Pytorch
Readings
  • Peer review instruction
  • Setup Watson Studio

Admission details

In order to get started with the admission process of the AI Capstone Project with Deep Learning programme, students will have to adhere to the following steps-

Step 1- The link needs to be clicked to go to the official page of Coursera

Step 2- Students need to create a Coursera account or log in to the existing account.

Step 3- After login in or sign up, students are expected to click on the option name Enroll for free.

Step 4- After the enrollment, students are expected to click on the Go to course option to access the course material.

Scholarship Details

The scholarship is available for students who cannot afford the course fee.

How it helps

The course is available on the official website of Coursera. The AI Capstone Project with Deep Learning certification course requires no fees and can be pursued at zero cost. The particular programme needs to be completed within the stipulated time of 16 hours. Students will be able to achieve a deep understanding of machine learning algorithms, artificial intelligence, machine learning through different programming languages, etc. The certification achieved through the programme by the end of the course can be used by the students for their academic as well as professional benefits. 

The AI Capstone Project with Deep Learning certification benefits includes sharing the certificate on platforms such as LinkedIn that will help the candidates gain more visibility and lead for job opportunities. Since the course is an advanced level course, it can be pursued by the professionals such as Artificial Intelligence engineers or Machine Learning engineers. Through the information gained by pursuing the online certification course, candidates will be able to apply for a higher-level position, salary raise, increment, or promotion in their organisation. Individuals who are already employed can also go for a job change in the same discipline by pursuing this course. 

Through this course, team leaders or supervisors will be able to help their teammates or subordinates in a better manner. In case the individual pursuing the AI Capstone Project with Deep Learning online course is looking for a job, he or she can mention the achievement of the certificate in the achievement or skills sections of their CVs or resume so that one of the first things that the recruiter will notice is the skillset acquired by the candidate which increases the chances of employment and also improves the profile weightage of the candidate.

Instructors

Mr Joseph Santarcangelo

Mr Joseph Santarcangelo
Data Scientist
IBM

Ph.D

Mr Alex Aklson

Mr Alex Aklson
Data Scientist
IBM

Ph.D

FAQs

What are some of the major topics that the course includes?

The major topics of the course include loading data, Keras stream, data preparation with Pytorch, linear classifier, etc.

Is there any last date to apply for the online training?

No, there are no such restrictions regarding any last date for the programme.

How many modules does the AI Capstone Project with the Deep Learning certification syllabus comprise?

The curriculum of the course is divided into 4 modules that further includes readings, videos, and practice exercises.

What is the application process for the scholarship scheme of the course?

Students have to click on the financial aid option besides the enrol tab and then apply through the online application.

What is the audit mode of the AI Capstone Project with Deep Learning training?

The audit mode of the programme lets the user be able to access the course at zero cost, however, they would not be able to receive any graded assignments as well as certification of the programme.

How can I earn a certificate for the programme?

Students will have to take a subscription by paying the quoted amount to be able to get a certificate for the programme.

Does this course demand any academic requirement for admission?

No, the course does not require any prerequisites to be maintained for getting into the programme.

Will I be able to earn university credit through this online programme?

No, the course does not grant any university credit through the programme. 

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